Jocelyn CHANUSSOT

Personnel INRIA Permanent

Département Science des Données

Equipe : PICSA

Biographie

(à compléter)

Publications / Travaux

627 documents

Articles dans une revue363 documents

Loïc Arbez, Jessy Matias, Xavier Brenière, Jocelyn Chanussot, Ronald Phlypo. Descriptor: LYNRED Mobility Dataset Multimodal Detection Subset (LYNRED-MDS). IEEE Data Descriptions, 2026, 3, pp.413-421. ⟨10.1109/IEEEDATA.2026.3695478⟩. ⟨hal-05648673⟩
Junjie Wang, James Hollingsworth, Erwan Pathier, Tristan Montagnon, Wei Li, et al.. GeoFlowNet-SAR: Earthquake Displacement Estimation from Synthetic Aperture Radar Images. IEEE Transactions on Geoscience and Remote Sensing, 2025, 63, pp.5009912:1-12. ⟨10.1109/TGRS.2025.3630561⟩. ⟨hal-05359554⟩
Alessia Boccalatte, Jocelyn Chanussot. Quantifying urban solar potential losses from rooftop superstructures via aerial imagery and Convolutional Neural Networks. Renewable Energy, 2025, 249, pp.123088. ⟨10.1016/j.renene.2025.123088⟩. ⟨hal-05084442⟩
Peng Wang, Yongkang Chen, Bo Huang, Daiyin Zhu, Tongwei Lu, et al.. MT_GAN: A SAR-to-optical image translation method for cloud removal. ISPRS Journal of Photogrammetry and Remote Sensing, 2025, 225 (July), pp.180-195. ⟨10.1016/j.isprsjprs.2025.04.011⟩. ⟨hal-05491825⟩
Nassim Ait Ali Braham, Conrad M Albrecht, Julien Mairal, Jocelyn Chanussot, Wang Yi, et al.. SpectralEarth: Training Hyperspectral Foundation Models at Scale. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025, 18, pp.16780-16797. ⟨10.1109/JSTARS.2025.3581451⟩. ⟨hal-05268748⟩
Peng Wang, Zhongchen He, Bo Huang, Mauro Dalla Mura, Henry Leung, et al.. VOGTNet: Variational Optimization-Guided Two-Stage Network for Multispectral and Panchromatic Image Fusion. IEEE Transactions on Neural Networks and Learning Systems, 2025, 36 (5), pp.9268-9282. ⟨10.1109/tnnls.2024.3409563⟩. ⟨hal-04880301⟩
Elham Kordi Ghasrodashti, Peyman Adibi, Hossein Karshenas, Hamidreza Baradaran Kashani, Jocelyn Chanussot. Multimodal Image Classification Based on Convolutional Network and Attention-Based Hidden Markov Random Field. IEEE Transactions on Geoscience and Remote Sensing, 2025, 63, pp.1-14. ⟨10.1109/TGRS.2025.3560913⟩. ⟨hal-05475941⟩
Alessia Boccalatte, Ankit Jha, Jocelyn Chanussot. Leveraging large-scale aerial data for accurate urban rooftop solar potential estimation via multitask learning. Solar Energy, 2025, 290, pp.113336. ⟨10.1016/j.solener.2025.113336⟩. ⟨hal-05084430⟩
Matteo Ciotola, Giuseppe Guarino, Gemine Vivone, Giovanni Poggi, Jocelyn Chanussot, et al.. Hyperspectral Pansharpening: Critical review, tools, and future perspectives. IEEE geoscience and remote sensing magazine, 2025, 13 (1), pp.311-338. ⟨10.1109/MGRS.2024.3509139⟩. ⟨hal-05475939⟩
Gemine Vivone, Liang-Jian Deng, Shangqi Deng, Danfeng Hong, Menghui Jiang, et al.. Deep Learning in Remote Sensing Image Fusion: Methods, protocols, data, and future perspectives. IEEE geoscience and remote sensing magazine, 2025, 13 (1), pp.269-310. ⟨10.1109/MGRS.2024.3495516⟩. ⟨hal-05475938⟩
Xiao Wu, Zi-Han Cao, Ting-Zhu Huang, Liang-Jian Deng, Jocelyn Chanussot, et al.. Fully-Connected Transformer for Multi-Source Image Fusion. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025, 47 (3), pp.2071-2088. ⟨10.1109/TPAMI.2024.3523364⟩. ⟨hal-05475945⟩
Seyd Teymoor Seydi, Mojtaba Sadegh, Jocelyn Chanussot. Kolmogorov–Arnold Network for Hyperspectral Change Detection. IEEE Transactions on Geoscience and Remote Sensing, 2025, 63, pp.1-15. ⟨10.1109/TGRS.2025.3539535⟩. ⟨hal-05475942⟩
Man Zhou, Naishan Zheng, Xuanhua He, Danfeng Hong, Jocelyn Chanussot. Probing Synergistic High-Order Interaction for Multi-Modal Image Fusion. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025, 47 (2), pp.840-857. ⟨10.1109/TPAMI.2024.3475485⟩. ⟨hal-05475947⟩
Antoine Bralet, Abdourrahmane Atto, Jocelyn Chanussot, Emmanuel Trouvé. ECSPLAIN: Explainability Constrained-claSsifier for Pairing the detection and the Localization of moving Areas from SAR INterferograms. IEEE Transactions on Geoscience and Remote Sensing, 2025, 63, pp.5217618:1-18. ⟨10.1109/TGRS.2025.3595267⟩. ⟨hal-05206373⟩
Jiepan Li, He Huang, Yu Xia, Xian Xu, Yingxin Wu, et al.. Multimodal Semantic Segmentation in Yangtze River Economic Belt: Outcome of the 2024 IEEE WHISPERS MMSeg-YREB Challenge. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025, 18, pp.16534-16548. ⟨10.1109/JSTARS.2025.3583442⟩. ⟨hal-05475940⟩
Antoine Bralet, Abdourrahmane M Atto, Jocelyn Chanussot, Emmanuel Trouvé. Translation-classification loss for SAR image understanding with deep learning. Computer Vision and Image Understanding, 2025, 257, pp.104374. ⟨10.1016/j.cviu.2025.104374⟩. ⟨hal-05058869⟩
Lucas Einig, Pierre Palud, Antoine Roueff, Jérôme Pety, Emeric E. Bron, et al.. Quantifying the informativity of emission lines to infer physical conditions in giant molecular clouds. Astronomy & Astrophysics – A&A, 2024, 691 (November), pp.A109. ⟨10.1051/0004-6361/202451588⟩. ⟨hal-04654762⟩
Chia-Hsiang Lin, Tzu-Hsuan Lin, Jocelyn Chanussot. Quantum Information-Empowered Graph Neural Network for Hyperspectral Change Detection. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, pp.1-15. ⟨10.1109/TGRS.2024.3490703⟩. ⟨hal-04910062⟩
Lihui Chen, Gemine Vivone, Jiayi Qin, Jocelyn Chanussot, Xiaomin Yang. Spectral–Spatial Transformer for Hyperspectral Image Sharpening. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35 (11), pp.16733-16747. ⟨10.1109/TNNLS.2023.3297319⟩. ⟨hal-04910093⟩
Colin Prieur, Antony Laybros, Giovanni Frati, Daniel Schläpfer, Jocelyn Chanussot, et al.. Investigating Abiotic Sources of Spectral Variability From Multitemporal Hyperspectral Airborne Acquisitions Over the French Guyana Canopy. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17, pp.18751 – 18768. ⟨10.1109/jstars.2024.3475050⟩. ⟨hal-04772939⟩
Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot. Fast Semisupervised Unmixing Using Nonconvex Optimization. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, pp.5526713:1-13. ⟨10.1109/TGRS.2024.3440663⟩. ⟨hal-04409409v2⟩
Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, et al.. SpectralGPT: Spectral Remote Sensing Foundation Model. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46 (8), pp.5227-5244. ⟨10.1109/TPAMI.2024.3362475⟩. ⟨hal-04909944⟩
Yuheng Liu, Ye Wang, Yifan Zhang, Shaohui Mei, Jiaqi Zou, et al.. Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17, pp.8851-8862. ⟨10.1109/JSTARS.2024.3388464⟩. ⟨hal-04910157⟩
Alessia Carbone, Rocco Restaino, Gemine Vivone, Jocelyn Chanussot. Model-Based Super-Resolution for Sentinel-5P Data. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, pp.1-16. ⟨10.1109/TGRS.2024.3387877⟩. ⟨hal-04910100⟩
Nassim Ait Ali Braham, Julien Mairal, Jocelyn Chanussot, Lichao Mou, Xiao Xiang Zhu. Enhancing Contrastive Learning With Positive Pair Mining for Few-Shot Hyperspectral Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17, pp.8509-8526. ⟨10.1109/JSTARS.2024.3371909⟩. ⟨hal-04847155⟩
Antoine Bralet, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane Atto. ISSLIDE: A new InSAR dataset for Slow SLIding area DEtection with machine learning. IEEE Geoscience and Remote Sensing Letters, 2024, 21, pp.1-5. ⟨10.1109/LGRS.2024.3365299⟩. ⟨hal-04482461⟩
Xichuan Zhou, Fu Liang, Lihui Chen, Haijun Liu, Qianqian Song, et al.. MeSAM: Multiscale Enhanced Segment Anything Model for Optical Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, pp.1-15. ⟨10.1109/TGRS.2024.3398038⟩. ⟨hal-04910119⟩
Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot. Image Processing and Machine Learning for Hyperspectral Unmixing: An Overview and the HySUPP Python Package. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62 (5517631), pp.1-31. ⟨10.1109/TGRS.2024.3393570⟩. ⟨hal-04180307v3⟩
Tian-Jiang Zhang, Liang-Jian Deng, Ting-Zhu Huang, Jocelyn Chanussot, Gemine Vivone. A Triple-Double Convolutional Neural Network for Panchromatic Sharpening. IEEE Transactions on Neural Networks and Learning Systems, 2023, 34 (11), pp.9088-9101. ⟨10.1109/TNNLS.2022.3155655⟩. ⟨hal-04473420⟩
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yuchao Xiao, et al.. Semisupervised Cross-Scale Graph Prototypical Network for Hyperspectral Image Classification. IEEE Transactions on Neural Networks and Learning Systems, 2023, 34 (11), pp.9337-9351. ⟨10.1109/TNNLS.2022.3158280⟩. ⟨hal-04473451⟩
M G Santa-Maria, J R Goicoechea, J Pety, M Gerin, J H Orkisz, et al.. HCN emission from translucent gas and UV-illuminated cloud edges revealed by wide-field IRAM 30 m maps of the Orion B GMC. Astronomy & Astrophysics – A&A, 2023, 679, pp.A4. ⟨10.1051/0004-6361/202346598⟩. ⟨hal-04417167⟩
Pierre Palud, Lucas Einig, Franck Le Petit, Émeric Bron, Pierre Chainais, et al.. Neural network-based emulation of interstellar medium models. Astronomy & Astrophysics – A&A, 2023, 678, pp.A198. ⟨10.1051/0004-6361/202347074⟩. ⟨hal-04264319⟩
Lucas Einig, Jérôme Pety, Antoine Roueff, Paul Vandame, Jocelyn Chanussot, et al.. Deep learning denoising by dimension reduction: Application to the ORION-B line cubes. Astronomy & Astrophysics – A&A, 2023, 677, pp.A158. ⟨10.1051/0004-6361/202346064⟩. ⟨hal-04167877v2⟩
Bohan Chen, Yifei Lou, Andrea Bertozzi, Jocelyn Chanussot. Graph-Based Active Learning for Nearly Blind Hyperspectral Unmixing. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.5523716. ⟨10.1109/TGRS.2023.3313933⟩. ⟨hal-04473478⟩
Alexandre Zouaoui, Gedeon Muhawenayo, Behnood Rasti, Jocelyn Chanussot, Julien Mairal. Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing. IEEE Transactions on Image Processing, 2023, 32, pp.4649 – 4663. ⟨10.1109/TIP.2023.3301769⟩. ⟨hal-03788427v2⟩
Ran Ran, Liang-Jian Deng, Tai-Xiang Jiang, Jin-Fan Hu, Jocelyn Chanussot, et al.. GuidedNet: A General CNN Fusion Framework via High-Resolution Guidance for Hyperspectral Image Super-Resolution. IEEE Transactions on Cybernetics, 2023, 53 (7), pp.4148-4161. ⟨10.1109/TCYB.2023.3238200⟩. ⟨hal-04473668⟩
Bobo Xi, Jiaojiao Li, Yan Diao, Yunsong Li, Zan Li, et al.. DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery. IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33 (4), pp.1535-1548. ⟨10.1109/TCSVT.2022.3215513⟩. ⟨hal-04473658⟩
Danfeng Hong, Jing Yao, Chenyu Li, Deyu Meng, Naoto Yokoya, et al.. Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution With Subpixel Fusion. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-12. ⟨10.1109/TGRS.2023.3324497⟩. ⟨hal-04473735⟩
Yan Shi, Aiyong Tan, Na Liu, Wei Li, Ran Tao, et al.. A Pansharpening Method Based on Hybrid-Scale Estimation of Injection Gains. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-15. ⟨10.1109/TGRS.2023.3241111⟩. ⟨hal-04473620⟩
Hongyi Liu, Youkang Lu, Zebin Wu, Qian Du, Jocelyn Chanussot, et al.. Spectral Variability Bayesian Unmixing for Hyperspectral Sequence in Wavelet Domain. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-19. ⟨10.1109/TGRS.2023.3310982⟩. ⟨hal-04473509⟩
Bo Ren, Zhao Wang, Biao Hou, Bo Liu, Zitong Wu, et al.. Incremental Land Cover Classification via Label Strategy and Adaptive Weights. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.5624015. ⟨10.1109/TGRS.2023.3327379⟩. ⟨hal-04473575⟩
Pourya Shamsolmoali, Jocelyn Chanussot, Huiyu Zhou, Yue Lu. Efficient Object Detection in Optical Remote Sensing Imagery via Attention-Based Feature Distillation. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-12. ⟨10.1109/TGRS.2023.3328908⟩. ⟨hal-04473529⟩
Nan Huang, Liang Xiao, Qichao Liu, Jocelyn Chanussot. S 2 DMSC: A Self-Supervised Deep Multilevel Subspace Clustering Approach for Large Hyperspectral Images. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-17. ⟨10.1109/TGRS.2023.3278529⟩. ⟨hal-04473587⟩
Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot. SUnAA: Sparse Unmixing using Archetypal Analysis. IEEE Geoscience and Remote Sensing Letters, 2023, 20, pp.1-5. ⟨10.1109/LGRS.2023.3284221⟩. ⟨hal-04161394⟩
Junjie Wang, Wei Li, Mengmeng Zhang, Ran Tao, Jocelyn Chanussot. Remote-Sensing Scene Classification via Multistage Self-Guided Separation Network. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.5615312. ⟨10.1109/TGRS.2023.3295797⟩. ⟨hal-04473673⟩
Longfei Ren, Danfeng Hong, Lianru Gao, Xu Sun, Min Huang, et al.. Orthogonal Subspace Unmixing to Address Spectral Variability for Hyperspectral Image. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-13. ⟨10.1109/TGRS.2023.3236471⟩. ⟨hal-04473763⟩
Rong Chen, Gemine Vivone, Guanghui Li, Chenglong Dai, Jocelyn Chanussot. An Offset Graph U-Net for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-15. ⟨10.1109/TGRS.2023.3307609⟩. ⟨hal-04473598⟩
Xin Wu, Danfeng Hong, Jocelyn Chanussot. UIU-Net: U-Net in U-Net for Infrared Small Object Detection. IEEE Transactions on Image Processing, 2023, 32, pp.364-376. ⟨10.1109/TIP.2022.3228497⟩. ⟨hal-04473605⟩
Lin He, Dahan Xi, Jun Li, Honghao Lai, Antonio Plaza, et al.. Dynamic Hyperspectral Pansharpening CNNs. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.5504819:1-19. ⟨10.1109/TGRS.2023.3250621⟩. ⟨hal-04473524⟩
Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, et al.. Multimodal Fusion Transformer for Remote Sensing Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-20. ⟨10.1109/TGRS.2023.3286826⟩. ⟨hal-04473659⟩
Minghua Wang, Danfeng Hong, Bing Zhang, Longfei Ren, Jing Yao, et al.. Learning Double Subspace Representation for Joint Hyperspectral Anomaly Detection and Noise Removal. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-17. ⟨10.1109/TGRS.2023.3261964⟩. ⟨hal-04473672⟩
Huan Ni, Qingshan Liu, Haiyan Guan, Hong Tang, Jocelyn Chanussot. Category-Level Assignment for Cross-Domain Semantic Segmentation in Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-16. ⟨10.1109/TGRS.2023.3271776⟩. ⟨hal-04473555⟩
Lihui Chen, Gemine Vivone, Zihao Nie, Jocelyn Chanussot, Xiaomin Yang. Spatial Data Augmentation: Improving the Generalization of Neural Networks for Pansharpening. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-11. ⟨10.1109/TGRS.2023.3262262⟩. ⟨hal-04473497⟩
Chenwei Deng, Donglin Jing, Yuqi Han, Jocelyn Chanussot. Toward Hierarchical Adaptive Alignment for Aerial Object Detection in Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-15. ⟨10.1109/TGRS.2023.3294520⟩. ⟨hal-04473544⟩
Peng Wang, Yulan Wang, Bo Huang, Liguo Wang, Xiwang Zhang, et al.. Poissonian Blurred Hyperspectral Imagery Denoising Based on Variable Splitting and Penalty Technique. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-14. ⟨10.1109/TGRS.2023.3254505⟩. ⟨hal-04473600⟩
Longfei Ren, Danfeng Hong, Lianru Gao, Xu Sun, Min Huang, et al.. Hyperspectral Sparse Unmixing via Nonconvex Shrinkage Penalties. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-15. ⟨10.1109/TGRS.2022.3232570⟩. ⟨hal-04473751⟩
Zhong-Cheng Wu, Ting-Zhu Huang, Liang-Jian Deng, Jie Huang, Jocelyn Chanussot, et al.. LRTCFPan: Low-Rank Tensor Completion Based Framework for Pansharpening. IEEE Transactions on Image Processing, 2023, 32, pp.1640-1655. ⟨10.1109/TIP.2023.3247165⟩. ⟨hal-04473781⟩
Junjie Wang, Wei Li, Mengmeng Zhang, Jocelyn Chanussot. Large Kernel Sparse ConvNet Weighted by Multi-Frequency Attention for Remote Sensing Scene Understanding. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.5626112. ⟨10.1109/TGRS.2023.3333401⟩. ⟨hal-04473702⟩
Jing Yao, Bing Zhang, Chenyu Li, Danfeng Hong, Jocelyn Chanussot. Extended Vision Transformer (ExViT) for Land Use and Land Cover Classification: A Multimodal Deep Learning Framework. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-15. ⟨10.1109/TGRS.2023.3284671⟩. ⟨hal-04473621⟩
Minghua Wang, Qiang Wang, Danfeng Hong, Swalpa Kumar Roy, Jocelyn Chanussot. Learning Tensor Low-Rank Representation for Hyperspectral Anomaly Detection. IEEE Transactions on Cybernetics, 2023, 53 (1), pp.679-691. ⟨10.1109/TCYB.2022.3175771⟩. ⟨hal-04473629⟩
Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Jocelyn Chanussot. LRR-Net: An Interpretable Deep Unfolding Network for Hyperspectral Anomaly Detection. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-12. ⟨10.1109/TGRS.2023.3279834⟩. ⟨hal-04473647⟩
Jingtao Hu, Junyu Gao, Yuan Yuan, Jocelyn Chanussot, Qi Wang. LGNet: Location-Guided Network for Road Extraction From Satellite Images. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.5619112. ⟨10.1109/TGRS.2023.3305031⟩. ⟨hal-04473563⟩
Fei Ye, Zebin Wu, Xiuping Jia, Jocelyn Chanussot, Yang Xu, et al.. Bayesian Nonlocal Patch Tensor Factorization for Hyperspectral Image Super-Resolution. IEEE Transactions on Image Processing, 2023, 32, pp.5877-5892. ⟨10.1109/TIP.2023.3326687⟩. ⟨hal-04473440⟩
Jing Yao, Danfeng Hong, Haipeng Wang, Hao Liu, Jocelyn Chanussot. UCSL: Toward Unsupervised Common Subspace Learning for Cross-Modal Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-12. ⟨10.1109/TGRS.2023.3282951⟩. ⟨hal-04473690⟩
Wenfei Luo, Lianru Gao, Danfeng Hong, Jocelyn Chanussot. Endmember Purification With Affine Simplicial Cone Model. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5545423. ⟨10.1109/TGRS.2022.3228231⟩. ⟨hal-03932885⟩
Jin-Fan Hu, Ting-Zhu Huang, Liang-Jian Deng, Tai-Xiang Jiang, Gemine Vivone, et al.. Hyperspectral Image Super-Resolution via Deep Spatiospectral Attention Convolutional Neural Networks. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33 (12), pp.7251-7265. ⟨10.1109/TNNLS.2021.3084682⟩. ⟨hal-03932589⟩
Simon Bouriat, Paul Vandame, M. Barthélémy, Jocelyn Chanussot. Towards an AI-based understanding of the solar wind: A critical data analysis of ACE data. Frontiers in Astronomy and Space Sciences, 2022, 9, ⟨10.3389/fspas.2022.980759⟩. ⟨hal-04974982⟩
Tianzhu Liu, Yanfeng Gu, Wenyong Yu, Xiuping Jia, Jocelyn Chanussot. Separable Coupled Dictionary Learning for Large-Scene Precise Classification of Multispectral Images. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5542214. ⟨10.1109/TGRS.2022.3217061⟩. ⟨hal-03932877⟩
Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, et al.. Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33 (11), pp.6518-6531. ⟨10.1109/TNNLS.2021.3082289⟩. ⟨hal-03932897⟩
Mathilde Gaudel, Jan H. Orkisz, Maryvonne Gerin, Jérôme Pety, Antoine Roueff, et al.. Gas kinematics around filamentary structures in the Orion B cloud. Astronomy & Astrophysics – A&A, 2022, 670, pp.A59. ⟨10.1051/0004-6361/202142109⟩. ⟨obspm-03994002⟩
Muhammad Ahmad, Usman Ghous, Danfeng Hong, Adil Mehmood Khan, Jing Yao, et al.. A Disjoint Samples-Based 3D-CNN With Active Transfer Learning for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5539616. ⟨10.1109/TGRS.2022.3209182⟩. ⟨hal-03932538⟩
Ning Huyan, Dou Quan, Xiangrong Zhang, Xuefeng Liang, Jocelyn Chanussot, et al.. Unsupervised Outlier Detection Using Memory and Contrastive Learning. IEEE Transactions on Image Processing, 2022, 31, pp.6440-6454. ⟨10.1109/TIP.2022.3211476⟩. ⟨hal-03932521⟩
Yunsong Li, Yuxuan Zheng, Jiaojiao Li, Rui Song, Jocelyn Chanussot. Hyperspectral Pansharpening With Adaptive Feature Modulation-Based Detail Injection Network. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5538117. ⟨10.1109/TGRS.2022.3206880⟩. ⟨hal-03932856⟩
Paul Vandame, Alexis Noe, Jiri Cech, Lian Apostol, Colin Prieur, et al.. Assessing the potential of Qormino processor for embedded AI on board a CubeSat. IEEE Journal on Miniaturization for Air and Space Systems, 2022, 3 (3), pp.121 – 128. ⟨10.1109/JMASS.2022.3202438⟩. ⟨hal-03790759⟩
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Danfeng Hong, et al.. Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification. IEEE Transactions on Image Processing, 2022, 31, pp.5079-5092. ⟨10.1109/TIP.2022.3192712⟩. ⟨hal-03932377⟩
Colin Prieur, Antoine Rabatel, Jean-Baptiste Thomas, Ivar Farup, Jocelyn Chanussot. Machine Learning Approaches to Automatically Detect Glacier Snow Lines on Multi-Spectral Satellite Images. Remote Sensing, 2022, Special Issue Applications of Remote Sensing in Glaciology, 14 (16), pp.3868. ⟨10.3390/rs14163868⟩. ⟨hal-03833376⟩
Dou Quan, Shuang Wang, Ning Huyan, Jocelyn Chanussot, Ruojing Wang, et al.. Element-Wise Feature Relation Learning Network for Cross-Spectral Image Patch Matching. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33 (8), pp.3372-3386. ⟨10.1109/TNNLS.2021.3052756⟩. ⟨hal-03932827⟩
Lin He, Jinhua Xie, Jun Li, Antonio Plaza, Jocelyn Chanussot, et al.. Variable Subpixel Convolution Based Arbitrary-Resolution Hyperspectral Pansharpening. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5534519. ⟨10.1109/TGRS.2022.3189624⟩. ⟨hal-03932847⟩
Zhu Han, Danfeng Hong, Lianru Gao, Bing Zhang, Min Huang, et al.. AutoNAS: Automatic Neural Architecture Search for Hyperspectral Unmixing. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5532214. ⟨10.1109/TGRS.2022.3186480⟩. ⟨hal-03932472⟩
Ning Huyan, Xiangrong Zhang, Dou Quan, Jocelyn Chanussot, Licheng Jiao. Cluster-Memory Augmented Deep Autoencoder via Optimal Transportation for Hyperspectral Anomaly Detection. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5531916. ⟨10.1109/TGRS.2022.3180548⟩. ⟨hal-03932853⟩
Na Liu, Wei Li, Ran Tao, Qian Du, Jocelyn Chanussot. Multigraph-Based Low-Rank Tensor Approximation for Hyperspectral Image Restoration. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5530314. ⟨10.1109/TGRS.2022.3177719⟩. ⟨hal-03932836⟩
Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Muhammad Ahmad, Antonio Plaza, et al.. Hyperspectral and LiDAR Data Classification Using Joint CNNs and Morphological Feature Learning. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5530416. ⟨10.1109/TGRS.2022.3177633⟩. ⟨hal-03932490⟩
Marco Carpentiero, Gemine Vivone, Rocco Restaino, Paolo Addesso, Jocelyn Chanussot. An Optimization Procedure for Robust Regression-Based Pansharpening. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5410416. ⟨10.1109/TGRS.2022.3179105⟩. ⟨hal-03932841⟩
David Alejandro Jimenez-Sierra, David Alfredo Quintero-Olaya, Juan Carlos Alvear-Munoz, Hernan Dario Benitez-Restrepo, Juan Felipe Florez-Ospina, et al.. Graph Learning Based on Signal Smoothness Representation for Homogeneous and Heterogeneous Change Detection. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.4410416. ⟨10.1109/TGRS.2022.3168126⟩. ⟨hal-03932420⟩
Weiqiang Rao, Lianru Gao, Ying Qu, Xu Sun, Bing Zhang, et al.. Siamese Transformer Network for Hyperspectral Image Target Detection. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5526419. ⟨10.1109/TGRS.2022.3163173⟩. ⟨hal-03932410⟩
Zhu Han, Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, et al.. Multimodal Hyperspectral Unmixing: Insights From Attention Networks. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5524913. ⟨10.1109/TGRS.2022.3155794⟩. ⟨hal-03932459⟩
Behnood Rasti, Bikram Koirala, Paul Scheunders, Jocelyn Chanussot. MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5522815. ⟨10.1109/TGRS.2022.3146904⟩. ⟨hal-03932731⟩
Bin Zhao, Magnus Ulfarsson, Johannes Sveinsson, Jocelyn Chanussot. Hyperspectral Image Denoising Using Spectral-Spatial Transform-Based Sparse and Low-Rank Representations. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5522125. ⟨10.1109/TGRS.2022.3142988⟩. ⟨hal-03932819⟩
Ke Zheng, Lianru Gao, Danfeng Hong, Bing Zhang, Jocelyn Chanussot. NonRegSRNet: A Nonrigid Registration Hyperspectral Super-Resolution Network. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5520216. ⟨10.1109/TGRS.2021.3135501⟩. ⟨hal-03932921⟩
Lin He, Jiawei Zhu, Jun Li, Antonio Plaza, Jocelyn Chanussot, et al.. CNN-Based Hyperspectral Pansharpening With Arbitrary Resolution. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5518821. ⟨10.1109/TGRS.2021.3132997⟩. ⟨hal-03932762⟩
Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, et al.. SpectralFormer: Rethinking Hyperspectral Image Classification With Transformers. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5518615. ⟨10.1109/TGRS.2021.3130716⟩. ⟨hal-03932889⟩
Xin Wu, Danfeng Hong, Jocelyn Chanussot. Convolutional Neural Networks for Multimodal Remote Sensing Data Classification. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5517010. ⟨10.1109/TGRS.2021.3124913⟩. ⟨hal-03932903⟩
Pourya Shamsolmoali, Masoumeh Zareapoor, Jocelyn Chanussot, Huiyu Zhou, Jie Yang. Rotation Equivariant Feature Image Pyramid Network for Object Detection in Optical Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5608614. ⟨10.1109/TGRS.2021.3112481⟩. ⟨hal-03932398⟩
Pourya Shamsolmoali, Jocelyn Chanussot, Masoumeh Zareapoor, Huiyu Zhou, Jie Yang. Multipatch Feature Pyramid Network for Weakly Supervised Object Detection in Optical Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5610113. ⟨10.1109/TGRS.2021.3106442⟩. ⟨hal-03932256⟩
Yuxuan Zheng, Jiaojiao Li, Yunsong Li, Jie Guo, Xianyun Wu, et al.. Edge-Conditioned Feature Transform Network for Hyperspectral and Multispectral Image Fusion. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5513315. ⟨10.1109/TGRS.2021.3108122⟩. ⟨hal-03932750⟩
Uzair Aslam Bhatti, Zhaoyuan Yu, Jocelyn Chanussot, Zeeshan Zeeshan, Linwang Yuan, et al.. Local Similarity-Based Spatial–Spectral Fusion Hyperspectral Image Classification With Deep CNN and Gabor Filtering. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5514215. ⟨10.1109/TGRS.2021.3090410⟩. ⟨hal-03932954⟩
Lihui Chen, Zhibing Lai, Gemine Vivone, Gwanggil Jeon, Jocelyn Chanussot, et al.. ArbRPN: A Bidirectional Recurrent Pansharpening Network for Multispectral Images With Arbitrary Numbers of Bands. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5406418. ⟨10.1109/TGRS.2021.3131228⟩. ⟨hal-03932775⟩
Nan Huang, Liang Xiao, Jianjun Liu, Jocelyn Chanussot. Graph Convolutional Sparse Subspace Coclustering With Nonnegative Orthogonal Factorization for Large Hyperspectral Images. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5512016. ⟨10.1109/TGRS.2021.3096320⟩. ⟨hal-03932788⟩
Nan Huang, Liang Xiao, Yang Xu, Jocelyn Chanussot. A Bipartite Graph Partition-Based Coclustering Approach With Graph Nonnegative Matrix Factorization for Large Hyperspectral Images. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5506918. ⟨10.1109/TGRS.2021.3097358⟩. ⟨hal-03932860⟩
Xun Liu, Danfeng Hong, Jocelyn Chanussot, Baojun Zhao, Pedram Ghamisi. Modality Translation in Remote Sensing Time Series. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5401614. ⟨10.1109/TGRS.2021.3079294⟩. ⟨hal-03932345⟩
Ying Qu, Hairong Qi, Chiman Kwan, Naoto Yokoya, Jocelyn Chanussot. Unsupervised and Unregistered Hyperspectral Image Super-Resolution With Mutual Dirichlet-Net. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5507018. ⟨10.1109/TGRS.2021.3079518⟩. ⟨hal-03932319⟩
Lianru Gao, Zhicheng Wang, Lina Zhuang, Haoyang Yu, Bing Zhang, et al.. Using Low-Rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5504017. ⟨10.1109/TGRS.2021.3065990⟩. ⟨hal-03932934⟩
Chen Yang, Biao Hou, Jocelyn Chanussot, Yue Hu, Bo Ren, et al.. N-Cluster Loss and Hard Sample Generative Deep Metric Learning for PolSAR Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5210516. ⟨10.1109/TGRS.2021.3099840⟩. ⟨hal-03932552⟩
Swalpa Kumar Roy, Purbayan Kar, Danfeng Hong, Xin Wu, Antonio Plaza, et al.. Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5516619. ⟨10.1109/TGRS.2021.3120198⟩. ⟨hal-03932363⟩
Chen Yang, Biao Hou, Xianpeng Guo, Bo Ren, Jocelyn Chanussot, et al.. Reconstruction Error-Based Decomposition Feature Selection for PolSAR Image. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5216719. ⟨10.1109/TGRS.2021.3125323⟩. ⟨hal-03932546⟩
Jing Yao, Xiangyong Cao, Danfeng Hong, Xin Wu, Deyu Meng, et al.. Semi-Active Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5537915. ⟨10.1109/TGRS.2022.3206208⟩. ⟨hal-03932506⟩
Yohann Constans, Sophie Fabre, Henry Brunet, Michael Seymour, Vincent Crombez, et al.. Fusion of hyperspectral and panchromatic data by spectral unmixing in the reflective domain. Revue Française de Photogrammétrie et de Télédétection, 2022, IMAGERIE HYPERSPECTRALE, 224 (1), ⟨10.52638/rfpt.2022.508⟩. ⟨hal-02443504⟩
Jie Xie, Leyuan Fang, Bob Zhang, Jocelyn Chanussot, Shutao Li. Super Resolution Guided Deep Network for Land Cover Classification From Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5611812. ⟨10.1109/TGRS.2021.3120891⟩. ⟨hal-03932597⟩
Chen Yang, Biao Hou, Qian Wu, Bo Ren, Jocelyn Chanussot, et al.. PDFL: Polarimetric Decomposition Feature Learning via Deep Autoencoder. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5240917. ⟨10.1109/TGRS.2022.3228791⟩. ⟨hal-03932528⟩
Hongyi Liu, Youkang Lu, Zebin Wu, Qian Du, Jocelyn Chanussot, et al.. Bayesian Unmixing of Hyperspectral Image Sequence With Composite Priors for Abundance and Endmember Variability. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5503515. ⟨10.1109/TGRS.2021.3064708⟩. ⟨hal-03932433⟩
Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot. DSMNN-Net: A Deep Siamese Morphological Neural Network Model for Burned Area Mapping Using Multispectral Sentinel-2 and Hyperspectral PRISMA Images. Remote Sensing, 2021, Special Issue Remote Sensing for Natural Hazards Assessment and Control, 13 (24), pp.5138. ⟨10.3390/rs13245138⟩. ⟨hal-03550105⟩
Jing Yao, Danfeng Hong, Lin Xu, Deyu Meng, Jocelyn Chanussot, et al.. Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60, pp.5505014. ⟨10.1109/TGRS.2021.3069845⟩. ⟨hal-03932933⟩
Lianru Gao, Zhu Han, Danfeng Hong, Bing Zhang, Jocelyn Chanussot. CyCU-Net: Cycle-Consistency Unmixing Network by Learning Cascaded Autoencoders. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60, pp.5503914. ⟨10.1109/TGRS.2021.3064958⟩. ⟨hal-03932918⟩
Ricardo Augusto Borsoi, Tales Imbiriba, Jose Carlos Bermudez, Cédric Richard, Jocelyn Chanussot, et al.. Spectral variability in hyperspectral data unmixing: A comprehensive review. IEEE geoscience and remote sensing magazine, 2021, 9 (4), pp.223-270. ⟨10.1109/mgrs.2021.3071158⟩. ⟨hal-03265014⟩
Zhu Han, Danfeng Hong, Lianru Gao, Bing Zhang, Jocelyn Chanussot. Deep Half-Siamese Networks for Hyperspectral Unmixing. IEEE Geoscience and Remote Sensing Letters, 2021, 18 (11), pp.1996-2000. ⟨10.1109/LGRS.2020.3011941⟩. ⟨hal-03429669⟩
Xuemei Zhao, Danfeng Hong, Lianru Gao, Bing Zhang, Jocelyn Chanussot. Transferable Deep Learning from Time Series of Landsat Data for National Land-Cover Mapping with Noisy Labels: A Case Study of China. Remote Sensing, 2021, 13 (21), pp.1-20. ⟨10.3390/rs13214194⟩. ⟨hal-03429705⟩
Bo Ren, Yangyang Zhao, Biao Hou, Jocelyn Chanussot, Licheng Jiao. A Mutual Information-Based Self-Supervised Learning Model for PolSAR Land Cover Classification. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (11), pp.9224-9237. ⟨10.1109/TGRS.2020.3048967⟩. ⟨hal-03429688⟩
Minghua Wang, Qiang Wang, Jocelyn Chanussot, Danfeng Hong. $I_0$-$I_1$ Hybrid Total Variation Regularization and its Applications on Hyperspectral Image Mixed Noise Removal and Compressed Sensing. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (9), pp.7695-7710. ⟨10.1109/TGRS.2021.3055516⟩. ⟨hal-03429673⟩
Na Liu, Lu Li, Wei Li, Ran Tao, James Fowler, et al.. Hyperspectral Restoration and Fusion With Multispectral Imagery via Low-Rank Tensor-Approximation. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (9), pp.7817-7830. ⟨10.1109/TGRS.2020.3049014⟩. ⟨hal-03429690⟩
Dou Quan, Shuang Wang, Yi Li, Bowu Yang, Ning Huyan, et al.. Multi-Relation Attention Network for Image Patch Matching. IEEE Transactions on Image Processing, 2021, 30, pp.7127-7142. ⟨10.1109/TIP.2021.3101414⟩. ⟨hal-03429620⟩
Zebin Wu, Jin Sun, Yi Zhang, Zhihui Wei, Jocelyn Chanussot. Recent Developments in Parallel and Distributed Computing for Remotely Sensed Big Data Processing. Proceedings of the IEEE, 2021, 109 (8), pp.1282-1305. ⟨10.1109/JPROC.2021.3087029⟩. ⟨hal-03429692⟩
Danfeng Hong, Jingliang Hu, Jing Yao, Jocelyn Chanussot, Xiao Xiang Zhu. Multimodal remote sensing benchmark datasets for land cover classification with a shared and specific feature learning model. ISPRS Journal of Photogrammetry and Remote Sensing, 2021, 178, pp.68-80. ⟨10.1016/j.isprsjprs.2021.05.011⟩. ⟨hal-03430194⟩
Liang-Jian Deng, Gemine Vivone, Cheng Jin, Jocelyn Chanussot. Detail Injection-Based Deep Convolutional Neural Networks for Pansharpening. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (8), pp.6995-7010. ⟨10.1109/TGRS.2020.3031366⟩. ⟨hal-03429675⟩
Xuan Yang, Shanshan Li, Zhengchao Chen, Jocelyn Chanussot, Xiuping Jia, et al.. An attention-fused network for semantic segmentation of very-high-resolution remote sensing imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 2021, 177, pp.238-262. ⟨10.1016/j.isprsjprs.2021.05.004⟩. ⟨hal-03430200⟩
Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Jian Xu, Xiao Xiang Zhu. Joint and Progressive Subspace Analysis (JPSA) with Spatial-Spectral Manifold Alignment forSemi-Supervised Hyperspectral Dimensionality Reduction. IEEE Transactions on Cybernetics, 2021, 51 (7), pp.3602-3615. ⟨10.1109/TCYB.2020.3028931⟩. ⟨hal-03357030⟩
Saloua Chlaily, Mauro Dalla Mura, Jocelyn Chanussot, Christian Jutten, Paolo Gamba, et al.. Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (7), pp.5598-5618. ⟨10.1109/tgrs.2020.3014138⟩. ⟨hal-03138110⟩
Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, et al.. Graph Convolutional Networks for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (7), pp.5966-5978. ⟨10.1109/TGRS.2020.3015157⟩. ⟨hal-03429666⟩
Danfeng Hong, Jing Yao, Deyu Meng, Zongben Xu, Jocelyn Chanussot. Multimodal GANs: Toward Crossmodal Hyperspectral–Multispectral Image Segmentation. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (6), pp.5103-5113. ⟨10.1109/TGRS.2020.3020823⟩. ⟨hal-03429662⟩
Danfeng Hong, Wei He, Naoto Yokoya, Jing Yao, Lianru Gao, et al.. Interpretable Hyperspectral Artificial Intelligence: When nonconvex modeling meets hyperspectral remote sensing. IEEE geoscience and remote sensing magazine, 2021, 9 (2), pp.52-87. ⟨10.1109/MGRS.2021.3064051⟩. ⟨hal-03429638⟩
Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Jian Kang. Graph-Induced Aligned Learning on Subspaces for Hyperspectral and Multispectral Data. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (5), pp.4407-4418. ⟨10.1109/TGRS.2020.3021140⟩. ⟨hal-03429646⟩
Jian Kang, Ruben Fernandez-Beltran, Danfeng Hong, Jocelyn Chanussot, Antonio Plaza. Graph Relation Network: Modeling Relations Between Scenes for Multilabel Remote-Sensing Image Classification and Retrieval. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (5), pp.4355-4369. ⟨10.1109/tgrs.2020.3016020⟩. ⟨hal-03385336⟩
Geoffrey Iyer, Jocelyn Chanussot, Andrea Bertozzi. A Graph-Based Approach for Data Fusion and Segmentation of Multimodal Images. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (5), pp.4419-4429. ⟨10.1109/TGRS.2020.2971395⟩. ⟨hal-03429637⟩
Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, et al.. More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (5), pp.4340-4354. ⟨10.1109/TGRS.2020.3016820⟩. ⟨hal-03429642⟩
Minghua Wang, Qiang Wang, Jocelyn Chanussot. Tensor Low-Rank Constraint and $l_0$ Total Variation for Hyperspectral Image Mixed Noise Removal. IEEE Journal of Selected Topics in Signal Processing, 2021, 15 (3), pp.718-733. ⟨10.1109/JSTSP.2021.3058503⟩. ⟨hal-03429632⟩
Jing Qin, Harlin Lee, Jocelyn T Chi, Lucas Drumetz, Jocelyn Chanussot, et al.. Blind Hyperspectral Unmixing Based on Graph Total Variation Regularization. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (4), pp.3338 – 3351. ⟨10.1109/TGRS.2020.3020810⟩. ⟨hal-02947871⟩
Naoto Yokoya, Pedram Ghamisi, Ronny Hansch, Colin Prieur, Hana Malha, et al.. 2021 Data Fusion Contest: Geospatial Artificial Intelligence for Social Good [Technical Committees]. IEEE geoscience and remote sensing magazine, 2021, 9 (1), pp.287-C3. ⟨10.1109/MGRS.2021.3055633⟩. ⟨hal-03430151⟩
Ganggang Dong, Hongwei Liu, Jocelyn Chanussot. Keypoint-Based Local Descriptors for Target Recognition in SAR Images: A Comparative Analysis. IEEE geoscience and remote sensing magazine, 2021, 9 (1), pp.139-166. ⟨10.1109/MGRS.2020.3005597⟩. ⟨hal-03429625⟩
Ali Pournemat, Peyman Adibi, Jocelyn Chanussot. Semisupervised charting for spectral multimodal manifold learning and alignment. Pattern Recognition, 2021, 111 (March), pp.107645. ⟨10.1016/j.patcog.2020.107645⟩. ⟨hal-03430204⟩
Lianru Gao, Danfeng Hong, Jing Yao, Bing Zhang, Paolo Gamba, et al.. Spectral Superresolution of Multispectral Imagery With Joint Sparse and Low-Rank Learning. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (3), pp.2269-2280. ⟨10.1109/TGRS.2020.3000684⟩. ⟨hal-03429630⟩
Gemine Vivone, Mauro Dalla Mura, Andrea Garzelli, Rocco Restaino, Giuseppe Scarpa, et al.. A New Benchmark Based on Recent Advances in Multispectral Pansharpening: Revisiting pansharpening with classical and emerging pansharpening methods. IEEE geoscience and remote sensing magazine, 2021, 9 (1), pp.53-81. ⟨10.1109/MGRS.2020.3019315⟩. ⟨hal-03138056⟩
Ke Zheng, Lianru Gao, Wenzhi Liao, Danfeng Hong, Bing Zhang, et al.. Coupled Convolutional Neural Network With Adaptive Response Function Learning for Unsupervised Hyperspectral Super Resolution. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (3), pp.2487-2502. ⟨10.1109/TGRS.2020.3006534⟩. ⟨hal-03429693⟩
Maysam Behmanesh, Peyman Adibi, Jocelyn Chanussot, Christian Jutten, Sayyed Mohammad Saeed Ehsani. Geometric Multimodal Learning Based on Local Signal Expansion for Joint Diagonalization. IEEE Transactions on Signal Processing, 2021, 69, pp.1271-1286. ⟨10.1109/TSP.2021.3053513⟩. ⟨hal-03429695⟩
Yanfeng Gu, Tianzhu Liu, Guoming Gao, Guangbo Ren, Yi Ma, et al.. Multimodal hyperspectral remote sensing: an overview and perspective. Science China Information Sciences, 2021, 64 (2), pp.121301. ⟨10.1007/s11432-020-3084-1⟩. ⟨hal-03430211⟩
Roberto Dragone, Giorgio Licciardi, Gerardo Grasso, Costantino del Gaudio, Jocelyn Chanussot. Analysis of the Chemical and Physical Environmental Aspects that Promoted the Spread of SARS-CoV-2 in the Lombard Area. International Journal of Environmental Research and Public Health, 2021, 18 (3), pp.1226. ⟨10.3390/ijerph18031226⟩. ⟨hal-03429704⟩
Minghua Wang, Qiang Wang, Jocelyn Chanussot, Dan Li. Hyperspectral Image Mixed Noise Removal Based on Multidirectional Low-Rank Modeling and Spatial–Spectral Total Variation. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (1), pp.488-507. ⟨10.1109/TGRS.2020.2993631⟩. ⟨hal-03429691⟩
Rocco Restaino, Gemine Vivone, Paolo Addesso, Jocelyn Chanussot. Hyperspectral Sharpening Approaches Using Satellite Multiplatform Data. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (1), pp.578-596. ⟨10.1109/TGRS.2020.3000267⟩. ⟨hal-03429685⟩
J. Rameau, Jocelyn Chanussot, A. Carlotti, M. Bonnefoy, P. Delorme. Spectral unmixing for exoplanet direct detection in hyperspectral data. Astronomy & Astrophysics – A&A, 2021, 649, pp.A143. ⟨10.1051/0004-6361/202140337⟩. ⟨hal-03295764⟩
Eduardo Tusa, Jean-Matthieu Monnet, Jean-Baptiste Barré, Mauro Dalla Mura, Michele Dalponte, et al.. Individual Tree Segmentation Based on Mean Shift and Crown Shape Model for Temperate Forest. IEEE Geoscience and Remote Sensing Letters, 2021, 18 (12), pp.2052-2056. ⟨10.1109/LGRS.2020.3012718⟩. ⟨hal-02931792⟩
Antoine Roueff, Maryvonne Gerin, Pierre Gratier, François Levrier, Jérôme Pety, et al.. C18O, 13CO, and 12CO abundances and excitation temperatures in the Orion B molecular cloud. Astronomy & Astrophysics – A&A, 2021, 645, pp.A26. ⟨10.1051/0004-6361/202037776⟩. ⟨hal-02570214v2⟩
Yanbiao Ma, Yuxin Li, Kexin Feng, Yu Xia, Qi Huang, et al.. The Outcome of the 2021 IEEE GRSS Data Fusion Contest – Track DSE: Detection of Settlements Without Electricity. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14, pp.12375-12385. ⟨10.1109/JSTARS.2021.3130446⟩. ⟨hal-03550103⟩
Pierre Gratier, Jérôme Pety, Emeric Bron, Antoine Roueff, Jan H. Orkisz, et al.. Quantitative inference of the H2 column densities from 3 mm molecular emission: case study towards Orion B. Astronomy & Astrophysics – A&A, 2021, 645, pp.A27. ⟨10.1051/0004-6361/202037871⟩. ⟨hal-03017404v2⟩
Yang Xu, Zebin Wu, Jocelyn Chanussot, Zhihui Wei. Hyperspectral Computational Imaging via Collaborative Tucker3 Tensor Decomposition. IEEE Transactions on Circuits and Systems for Video Technology, 2021, 31 (1), pp.98-111. ⟨10.1109/TCSVT.2020.2975936⟩. ⟨hal-03429656⟩
Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, Jefersson A. Dos Santos. An Introduction to Deep Morphological Networks. IEEE Access, 2021, 9, pp.114308-114324. ⟨10.1109/ACCESS.2021.3104405⟩. ⟨hal-02307437⟩
Behnood Rasti, Danfeng Hong, Renlong Hang, Pedram Ghamisi, Xudong Kang, et al.. Feature Extraction for Hyperspectral Imagery: The Evolution From Shallow to Deep: Overview and Toolbox. IEEE geoscience and remote sensing magazine, 2020, 8 (4), pp.60-88. ⟨10.1109/MGRS.2020.2979764⟩. ⟨hal-03142175⟩
Bo Ren, Biao Hou, Jocelyn Chanussot, Licheng Jiao. Modified Tensor Distance-Based Multiview Spectral Embedding for PolSAR Land Cover Classification. IEEE Geoscience and Remote Sensing Letters, 2020, 17 (12), pp.2095-2099. ⟨10.1109/LGRS.2019.2962185⟩. ⟨hal-03142177⟩
Yuxuan Zheng, Jiaojiao Li, Yunsong Li, Jie Guo, Xianyun Wu, et al.. Hyperspectral Pansharpening Using Deep Prior and Dual Attention Residual Network. IEEE Transactions on Geoscience and Remote Sensing, 2020, 58 (11), pp.8059-8076. ⟨10.1109/TGRS.2020.2986313⟩. ⟨hal-03142155⟩
Yang Xu, Zebin Wu, Jocelyn Chanussot, Zhihui Wei. Hyperspectral Images Super-Resolution via Learning High-Order Coupled Tensor Ring Representation. IEEE Transactions on Neural Networks and Learning Systems, 2020, 31 (11), pp.4747-4760. ⟨10.1109/TNNLS.2019.2957527⟩. ⟨hal-03142166⟩
Lucas Drumetz, Jocelyn Chanussot, Christian Jutten. Spectral Unmixing: A Derivation of the Extended Linear Mixing Model from the Hapke Model. IEEE Geoscience and Remote Sensing Letters, 2020, 17 (11), pp.1866-1870. ⟨10.1109/LGRS.2019.2958203⟩. ⟨hal-02434671⟩
Giorgio Licciardi, Costantino del Gaudio, Jocelyn Chanussot. Non-Linear Spectral Unmixing for the Estimation of the Distribution of Graphene Oxide Deposition on 3D Printed Composites. Applied Sciences, 2020, 10 (21), pp.7792. ⟨10.3390/app10217792⟩. ⟨hal-03142180⟩
David Alejandro Jimenez-Sierra, Hernán Darío Benítez-Restrepo, Hernán Darío Vargas-Cardona, Jocelyn Chanussot. Graph-Based Data Fusion Applied to: Change Detection and Biomass Estimation in Rice Crops. Remote Sensing, 2020, 12 (17), pp.2683. ⟨10.3390/rs12172683⟩. ⟨hal-03142181⟩
Gemine Vivone, Stefano Marano, Jocelyn Chanussot. Pansharpening: Context-Based Generalized Laplacian Pyramids by Robust Regression. IEEE Transactions on Geoscience and Remote Sensing, 2020, 58 (9), pp.6152-6167. ⟨10.1109/TGRS.2020.2974806⟩. ⟨hal-03142164⟩
Gemine Vivone, Jocelyn Chanussot. Fusion of short-wave infrared and visible near-infrared WorldView-3 data. Information Fusion, 2020, 61, pp.71-83. ⟨10.1016/j.inffus.2020.03.012⟩. ⟨hal-03142187⟩
P. Arun, Krishna Mohan Buddhiraju, Alok Porwal, Jocelyn Chanussot. CNN-Based Super-Resolution of Hyperspectral Images. IEEE Transactions on Geoscience and Remote Sensing, 2020, 58 (9), pp.6106-6121. ⟨10.1109/TGRS.2020.2973370⟩. ⟨hal-03142162⟩
Danfeng Hong, Naoto Yokoya, Gui-Song Xia, Jocelyn Chanussot, Xiao Xiang Zhu. X-ModalNet: A semi-supervised deep cross-modal network for classification of remote sensing data. ISPRS Journal of Photogrammetry and Remote Sensing, 2020, 167, pp.12-23. ⟨10.1016/j.isprsjprs.2020.06.014⟩. ⟨hal-03142183⟩
Junpeng Zhang, Xiuping Jia, Jiankun Hu, Jocelyn Chanussot. Online Structured Sparsity-Based Moving-Object Detection From Satellite Videos. IEEE Transactions on Geoscience and Remote Sensing, 2020, 58 (9), pp.6420-6433. ⟨10.1109/TGRS.2020.2976855⟩. ⟨hal-03142158⟩
Xiaoxu Ren, Liangfu Lu, Jocelyn Chanussot. Toward Super-Resolution Image Construction Based on Joint Tensor Decomposition. Remote Sensing, 2020, 12 (16), pp.2535. ⟨10.3390/rs12162535⟩. ⟨hal-03142182⟩
Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Jian Kang, Xiao Xiang Zhu. Learning-Shared Cross-Modality Representation Using Multispectral-LiDAR and Hyperspectral Data. IEEE Geoscience and Remote Sensing Letters, 2020, 17 (8), pp.1470-1474. ⟨10.1109/LGRS.2019.2944599⟩. ⟨hal-03142169⟩
Paolo Addesso, Gemine Vivone, Rocco Restaino, Jocelyn Chanussot. A Data-Driven Model-Based Regression Applied to Panchromatic Sharpening. IEEE Transactions on Image Processing, 2020, 29, pp.7779-7794. ⟨10.1109/TIP.2020.3007824⟩. ⟨hal-03142178⟩
Danfeng Hong, Xin Wu, Pedram Ghamisi, Jocelyn Chanussot, Naoto Yokoya, et al.. Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 2020, 58 (6), pp.3791-3808. ⟨10.1109/TGRS.2019.2957251⟩. ⟨hal-03142171⟩
Haoyang Yu, Lianru Gao, Wenzhi Liao, Bing Zhang, Lina Zhuang, et al.. Global Spatial and Local Spectral Similarity-Based Manifold Learning Group Sparse Representation for Hyperspectral Imagery Classification. IEEE Transactions on Geoscience and Remote Sensing, 2020, 58 (5), pp.3043-3056. ⟨10.1109/TGRS.2019.2947032⟩. ⟨hal-03142159⟩
Chenwei Deng, Xun Liu, Jocelyn Chanussot, Yang Xu, Baojun Zhao. Towards perceptual image fusion: A novel two-layer framework. Information Fusion, 2020, 57, pp.102-114. ⟨10.1016/j.inffus.2019.12.002⟩. ⟨hal-03142188⟩
Bin Zhao, Magnus Ulfarsson, Johannes Sveinsson, Jocelyn Chanussot. Unsupervised and Supervised Feature Extraction Methods for Hyperspectral Images Based on Mixtures of Factor Analyzers. Remote Sensing, 2020, 12 (7), pp.1179. ⟨10.3390/rs12071179⟩. ⟨hal-03142184⟩
Bo Ren, Biao Hou, Jocelyn Chanussot, Licheng Jiao. PolSAR Feature Extraction Via Tensor Embedding Framework for Land Cover Classification. IEEE Transactions on Geoscience and Remote Sensing, 2020, 58 (4), pp.2337-2351. ⟨10.1109/TGRS.2019.2948042⟩. ⟨hal-03142173⟩
Liangfu Lu, Xiaoxu Ren, Kuo-Hui Yeh, Zhiyuan Tan, Jocelyn Chanussot. Exploring coupled images fusion based on joint tensor decomposition. Human-centric Computing and Information Sciences, 2020, 10, pp.Article 10. ⟨10.1186/s13673-020-00215-z⟩. ⟨hal-03142186⟩
Lucas Drumetz, Jocelyn Chanussot, Christian Jutten, Wing-Kin Ma, Akira Iwasaki. Spectral Variability Aware Blind Hyperspectral Image Unmixing Based on Convex Geometry. IEEE Transactions on Image Processing, 2020, 29, pp.4568 – 4582. ⟨10.1109/TIP.2020.2974062⟩. ⟨hal-02490602⟩
Xin Wu, Danfeng Hong, Jocelyn Chanussot, Yang Xu, Ran Tao, et al.. Fourier-Based Rotation-Invariant Feature Boosting: An Efficient Framework for Geospatial Object Detection. IEEE Geoscience and Remote Sensing Letters, 2020, 17 (2), pp.302-306. ⟨10.1109/LGRS.2019.2919755⟩. ⟨hal-02307442v2⟩
Yang Xu, Zebin Wu, Jocelyn Chanussot, Pierre Comon, Zhihui Wei. Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion. IEEE Transactions on Geoscience and Remote Sensing, 2020, 58 (1), pp.348-362. ⟨10.1109/TGRS.2019.2936486⟩. ⟨hal-02123922⟩
Eduardo Tusa, Jean-Matthieu Monnet, Jean-Baptiste Barré, Mauro Dalla Mura, Jocelyn Chanussot. Fusion of lidar and hyperspectral data for semantic segmentation of forest tree species. ISPRS International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020, XLIII-B3-2020, pp.487-494. ⟨10.5194/isprs-archives-XLIII-B3-2020-487-2020⟩. ⟨hal-02930875⟩
Lin He, Jiawei Zhu, Jun Li, Deyu Meng, Jocelyn Chanussot, et al.. Spectral-Fidelity Convolutional Neural Networks for Hyperspectral Pansharpening. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13, pp.5898-5914. ⟨10.1109/JSTARS.2020.3025040⟩. ⟨hal-03142157⟩
Jie Wei, Yang Xu, Wanting Cai, Zebin Wu, Jocelyn Chanussot, et al.. A Two-Stream Multiscale Deep Learning Architecture for Pan-Sharpening. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13, pp.5455-5465. ⟨10.1109/JSTARS.2020.3021074⟩. ⟨hal-03142167⟩
Guillaume Tochon, Mauro Dalla Mura, Miguel Angel Veganzones, Thierry Géraud, Jocelyn Chanussot. Braids of partitions for the hierarchical representation and segmentation of multimodal images. Pattern Recognition, 2019, 95 (November), pp.162-172. ⟨10.1016/j.patcog.2019.05.029⟩. ⟨hal-02307542⟩
Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre, Pierre Borgnat. An Improved Stationarity Test Based on Surrogates. IEEE Signal Processing Letters, 2019, 26 (10), pp.1431-1435. ⟨10.1109/LSP.2019.2931150⟩. ⟨hal-02307460⟩
Javier Marcello, Edurne Ibarrola-Ulzurrun, Consuelo Gonzalo-Martin, Jocelyn Chanussot, Gemine Vivone. Assessment of Hyperspectral Sharpening Methods for the Monitoring of Natural Areas Using Multiplatform Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57 (10), pp.8208-8222. ⟨10.1109/TGRS.2019.2918932⟩. ⟨hal-02307510⟩
Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson Alex dos Santos. Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57 (10), pp.7503-7520. ⟨10.1109/TGRS.2019.2913861⟩. ⟨hal-02307468⟩
Peng Wang, Lei Zhang, Gong Zhang, Hui Bi, Mauro Dalla Mura, et al.. Superresolution Land Cover Mapping Based on Pixel-, Subpixel-, and Superpixel-Scale Spatial Dependence With Pansharpening Technique. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12 (10), pp.4082-4098. ⟨10.1109/JSTARS.2019.2939670⟩. ⟨hal-02307449⟩
Xun Liu, Chenwei Deng, Jocelyn Chanussot, Danfeng Hong, Baojun Zhao. StfNet : A Two-Stream Convolutional Neural Network for Spatiotemporal Image Fusion. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57 (9), pp.6552-6564. ⟨10.1109/TGRS.2019.2907310⟩. ⟨hal-02307398⟩
Lin He, Jiawei Zhu, Jun Li, Antonio Plaza, Jocelyn Chanussot, et al.. HyperPNN: Hyperspectral Pansharpening via Spectrally Predictive Convolutional Neural Networks. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12 (8), pp.3092-3100. ⟨10.1109/JSTARS.2019.2917584⟩. ⟨hal-02307371⟩
Zebin Wu, Wei Zhu, Jocelyn Chanussot, Yang Xu, Stanley Osher. Hyperspectral Anomaly Detection via Global and Local Joint Modeling of Background. IEEE Transactions on Signal Processing, 2019, 67 (14), pp.3858-3869. ⟨10.1109/TSP.2019.2922157⟩. ⟨hal-02307409⟩
Xin Wu, Danfeng Hong, Jiaojiao Tian, Jocelyn Chanussot, Wei Li, et al.. ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57 (7), pp.5146-5158. ⟨10.1109/TGRS.2019.2897139⟩. ⟨hal-02307436⟩
Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu. CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57 (7), pp.4349-4359. ⟨10.1109/TGRS.2018.2890705⟩. ⟨hal-02307387⟩
Lucas Drumetz, Travis Meyer, Jocelyn Chanussot, Andrea Bertozzi, Christian Jutten. Hyperspectral Image Unmixing with Endmember Bundles and Group Sparsity Inducing Mixed Norms. IEEE Transactions on Image Processing, 2019, 28 (7), pp.3435-3450. ⟨10.1109/TIP.2019.2897254⟩. ⟨hal-02138874⟩
Yang Xu, Zebin Wu, Jocelyn Chanussot, Zhihui Wei. Nonlocal Patch Tensor Sparse Representation for Hyperspectral Image Super-Resolution. IEEE Transactions on Image Processing, 2019, 28 (6), pp.3034-3047. ⟨10.1109/TIP.2019.2893530⟩. ⟨hal-02307490⟩
Rocco Restaino, Gemine Vivone, Paolo Addesso, Jocelyn Chanussot. A Pansharpening Approach Based on Multiple Linear Regression Estimation of Injection Coefficients. IEEE Geoscience and Remote Sensing Letters, 2019, 17 (1), pp.102-106. ⟨10.1109/LGRS.2019.2914093⟩. ⟨hal-02307457⟩
Edurne Ibarrola-Ulzurrun, Lucas Drumetz, Javier Marcello, Consuelo Gonzalo-Martin, Jocelyn Chanussot. Hyperspectral Classification Through Unmixing Abundance Maps Addressing Spectral Variability. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57 (7), pp.4775-4788. ⟨10.1109/TGRS.2019.2892903⟩. ⟨hal-02138883⟩
Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu. An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing. IEEE Transactions on Image Processing, 2019, 28 (4), pp.1923-1938. ⟨10.1109/TIP.2018.2878958⟩. ⟨hal-01961090⟩
Lin He, Yizhou Rao, Jun Li, Jocelyn Chanussot, Antonio Plaza, et al.. Pansharpening via Detail Injection Based Convolutional Neural Networks. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12 (4), pp.1188-1204. ⟨10.1109/JSTARS.2019.2898574⟩. ⟨hal-02307369⟩
Théo Masson, Mauro Dalla Mura, Marie Dumont, Jocelyn Chanussot. Snow Cover Estimation From Image Time Series Based on Spectral Unmixing. IEEE Geoscience and Remote Sensing Letters, 2019, 16 (3), pp.337-341. ⟨10.1109/LGRS.2018.2873836⟩. ⟨hal-01960797⟩
Gemine Vivone, Paolo Addesso, Jocelyn Chanussot. A Combiner-Based Full Resolution Quality Assessment Index for Pansharpening. IEEE Geoscience and Remote Sensing Letters, 2019, 16 (3), pp.437-441. ⟨10.1109/LGRS.2018.2876629⟩. ⟨hal-01960791⟩
Fahim Irfan Alam, Jun Zhou, Alan Wee-Chung Liew, Xiuping Jia, Jocelyn Chanussot, et al.. Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57 (3), pp.1612-1628. ⟨10.1109/TGRS.2018.2867679⟩. ⟨hal-01687733⟩
Gemine Vivone, Paolo Addesso, Rocco Restaino, Jocelyn Chanussot, Mauro Dalla Mura. Pansharpening Based on Deconvolution for Multiband Filter Estimation. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57 (1), pp.540-553. ⟨10.1109/TGRS.2018.2858288⟩. ⟨hal-01960877⟩
Qi Wang, Shaoteng Liu, Jocelyn Chanussot, Xuelong Li. Scene Classification With Recurrent Attention of VHR Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57 (2), pp.1155-1167. ⟨10.1109/TGRS.2018.2864987⟩. ⟨hal-01960710⟩
Peng Wang, Mauro Dalla Mura, Jocelyn Chanussot, Gong Zhang. Soft-Then-Hard Super-Resolution Mapping Based on Pansharpening Technique for Remote Sensing Image. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12 (1), pp.334-344. ⟨10.1109/JSTARS.2018.2885793⟩. ⟨hal-02307359⟩
Danfeng Hong, Naoto Yokoya, Nan Ge, Jocelyn Chanussot, Xiao Xiang Zhu. Learnable manifold alignment (LeMA): A semi-supervised cross-modality learning framework for land cover and land use classification. ISPRS Journal of Photogrammetry and Remote Sensing, 2019, ISPRS Journal of Photogrammetry and Remote Sensing,2019, 147, pp.193-205. ⟨10.1016/j.isprsjprs.2018.10.006⟩. ⟨hal-01961357⟩
Wenzhi Liao, Frieke van Coillie, Lianru Gao, Liwei Li, Bing Zhang, et al.. Deep Learning for Fusion of APEX Hyperspectral and Full-Waveform LiDAR Remote Sensing Data for Tree Species Mapping. IEEE Access, 2018, 6, pp.68716-68729. ⟨10.1109/ACCESS.2018.2880083⟩. ⟨hal-01960716⟩
Le Gan, Junshi Xia, Peijun Du, Jocelyn Chanussot. Multiple Feature Kernel Sparse Representation Classifier for Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing, 2018, 56 (9), pp.5343-5356. ⟨10.1109/TGRS.2018.2814781⟩. ⟨hal-01960878⟩
Liang-Jian Deng, Gemine Vivone, Weihong Guo, Mauro Dalla Mura, Jocelyn Chanussot. A Variational Pansharpening Approach Based on Reproducible Kernel Hilbert Space and Heaviside Function. IEEE Transactions on Image Processing, 2018, 27 (9), pp.4330-4344. ⟨10.1109/TIP.2018.2839531⟩. ⟨hal-01960721⟩
Gemine Vivone, Rocco Restaino, Jocelyn Chanussot. A Bayesian Procedure for Full-Resolution Quality Assessment of Pansharpened Products. IEEE Transactions on Geoscience and Remote Sensing, 2018, 56 (8), pp.4820-4834. ⟨10.1109/TGRS.2018.2839564⟩. ⟨hal-01960872⟩
Gemine Vivone, Rocco Restaino, Jocelyn Chanussot. Full Scale Regression-Based Injection Coefficients for Panchromatic Sharpening. IEEE Transactions on Image Processing, 2018, 27 (7), pp.3418-3431. ⟨10.1109/TIP.2018.2819501⟩. ⟨hal-01960853⟩
Jike Chen, Peijun Du, Changshan Wu, Junshi Xia, Jocelyn Chanussot. Mapping Urban Land Cover of a Large Area Using Multiple Sensors Multiple Features. Remote Sensing, 2018, 10 (6), pp.872. ⟨10.3390/rs10060872⟩. ⟨hal-01960921⟩
Yang Xu, Zebin Wu, Jocelyn Chanussot, Zhihui Wei. Joint Reconstruction and Anomaly Detection From Compressive Hyperspectral Images Using Mahalanobis Distance-Regularized Tensor RPCA. IEEE Transactions on Geoscience and Remote Sensing, 2018, 56 (5), pp.2919-2930. ⟨10.1109/TGRS.2017.2786718⟩. ⟨hal-01960847⟩
Jun Liu, Bin Luo, Sylvain Douté, Jocelyn Chanussot. Exploration of Planetary Hyperspectral Images with Unsupervised Spectral Unmixing: A Case Study of Planet Mars. Remote Sensing, 2018, 10 (5), pp.737. ⟨10.3390/rs10050737⟩. ⟨hal-01960930⟩
Théo Masson, Marie Dumont, Mauro Dalla Mura, Pascal Sirguey, Simon Gascoin, et al.. An Assessment of Existing Methodologies to Retrieve Snow Cover Fraction from MODIS Data. Remote Sensing, 2018, 10 (4), pp.619. ⟨10.3390/rs10040619⟩. ⟨hal-01888531⟩
Blanca Priego, Abraham Prieto, Richard Duro, Jocelyn Chanussot. A cellular automata-based filtering approach to multi-temporal image denoising. Expert Systems, 2018, 35 (2), pp.e12235. ⟨10.1111/exsy.12235⟩. ⟨hal-01961042⟩
Giorgio Antonino Licciardi, Jocelyn Chanussot. Spectral transformation based on nonlinear principal component analysis for dimensionality reduction of hyperspectral images. European Journal of Remote Sensing, 2018, 51 (1), pp.375-390. ⟨10.1080/22797254.2018.1441670⟩. ⟨hal-01961369⟩
Behnood Rasti, Paul Scheunders, Pedram Ghamisi, Giorgio Antonino Licciardi, Jocelyn Chanussot. Noise Reduction in Hyperspectral Imagery: Overview and Application. Remote Sensing, 2018, 10 (3), pp.482. ⟨10.3390/rs10030482⟩. ⟨hal-01960932⟩
Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre, Pierre Borgnat. A nonparametric test for slowly-varying nonstationarities. Signal Processing, 2018, 143, pp.241-252. ⟨10.1016/j.sigpro.2017.08.026⟩. ⟨hal-01961401⟩
Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot. Evaluation of the New Information in the H/α Feature Space Provided by ICA in PolSAR Data Analysis. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55 (12), pp.6893-6909. ⟨10.1109/TGRS.2017.2735992⟩. ⟨hal-01593483⟩
Blanca Priego, Richard Duro, Jocelyn Chanussot. 4DCAF: A temporal approach for denoising hyperspectral image sequences. Pattern Recognition, 2017, 72, pp.433-445. ⟨10.1016/j.patcog.2017.07.023⟩. ⟨hal-01687059⟩
Tianzhu Liu, Yanfeng Gu, Jocelyn Chanussot, Mauro Dalla Mura. Multimorphological Superpixel Model for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55 (12), pp.6950-6963. ⟨10.1109/TGRS.2017.2737037⟩. ⟨hal-01665290⟩
Yanfeng Gu, Jocelyn Chanussot, Xiuping Jia, Jon Atli Benediktsson. Multiple Kernel Learning for Hyperspectral Image Classification: A Review. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55 (11), pp.6547-6565. ⟨10.1109/TGRS.2017.2729882⟩. ⟨hal-01687770⟩
Le Gan, Junshi Xia, Peijun Du, Jocelyn Chanussot. Class-Oriented Weighted Kernel Sparse Representation With Region-Level Kernel for Hyperspectral Imagery Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 11 (4), pp.1118-1130. ⟨10.1109/JSTARS.2017.2757475⟩. ⟨hal-01687085⟩
Guillaume Tochon, Jocelyn Chanussot, Mauro Dalla Mura, Andrea L. Bertozzi. Object Tracking by Hierarchical Decomposition of Hyperspectral Video Sequences: Application to Chemical Gas Plume Tracking. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55 (8), pp.4567-4585. ⟨10.1109/TGRS.2017.2694159⟩. ⟨hal-01665299⟩
Peng Wang, Liguo Wang, Mauro Dalla Mura, Jocelyn Chanussot. Using Multiple Subpixel Shifted Images With Spatial–Spectral Information in Soft-Then-Hard Subpixel Mapping. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10 (6), pp.2950 – 2959. ⟨10.1109/JSTARS.2017.2713439⟩. ⟨hal-01665302⟩
Wenzhi Liao, Jocelyn Chanussot, Mauro Dalla Mura, Xin Huang, Rik Bellens, et al.. Taking Optimal Advantage of Fine Spatial Resolution: Promoting partial image reconstruction for the morphological analysis of very-high-resolution images. IEEE geoscience and remote sensing magazine, 2017, 5 (2), pp.8 – 28. ⟨10.1109/MGRS.2017.2663666⟩. ⟨hal-01665297⟩
Naoto Yokoya, Claas Grohnfeldt, Jocelyn Chanussot. Hyperspectral and Multispectral Data Fusion: A comparative review of the recent literature. IEEE geoscience and remote sensing magazine, 2017, 5 (2), pp.29 – 56. ⟨10.1109/MGRS.2016.2637824⟩. ⟨hal-01687742⟩
Shuchin Aeron, Eric Miller, Melba Crawford, Alison Malcom, Andreas Reigber, et al.. Guest Editorial Computational Imaging for Earth Sciences. IEEE Transactions on Computational Imaging, 2017, 3 (2), pp.144 – 145. ⟨10.1109/TCI.2017.2694978⟩. ⟨hal-01687739⟩
Daniele Picone, Rocco Restaino, Gemine Vivone, Paolo Addesso, Mauro Dalla Mura, et al.. Band Assignment Approaches for Hyperspectral Sharpening. IEEE Geoscience and Remote Sensing Letters, 2017, 14 (5), pp.739-743. ⟨10.1109/LGRS.2017.2677087⟩. ⟨hal-01665295⟩
Rocco Restaino, Mauro Dalla Mura, Gemine Vivone, Jocelyn Chanussot. Context-adaptive Pansharpening Based on Image Segmentation. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55 (2), pp.753-766. ⟨10.1109/TGRS.2016.2614367⟩. ⟨hal-01402601⟩
Yang Xu, Zebin Wu, Jocelyn Chanussot, Mauro Dalla Mura, Andrea L. Bertozzi, et al.. Low-Rank Decomposition and Total Variation Regularization of Hyperspectral Video Sequences. IEEE Transactions on Geoscience and Remote Sensing, 2017, 56 (3), pp.1680-1694. ⟨10.1109/TGRS.2017.2766094⟩. ⟨hal-01665298⟩
Alessandro Chiancone, Stéphane Girard, Jocelyn Chanussot. Collaborative Sliced Inverse Regression. Communications in Statistics – Theory and Methods, 2017, 46 (12), pp.6035–6053. ⟨10.1080/03610926.2015.1116578⟩. ⟨hal-01158061v2⟩
Junshi Xia, Falco Nicola, Jon Atli Benediktsson, Peijun Du, Jocelyn Chanussot. Hyperspectral Image Classification With Rotation Random Forest Via KPCA. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10 (4), pp.1601-1609. ⟨10.1109/JSTARS.2016.2636877⟩. ⟨hal-01442605⟩
Lucas Drumetz, Bahram Ehsandoust, Jocelyn Chanussot, Bertrand Rivet, Massoud Babaie-Zadeh, et al.. Relationships between nonlinear and space-variant linear models in hyperspectral image unmixing. IEEE Signal Processing Letters, 2017, 24 (10), pp.1567-1571. ⟨10.1109/LSP.2017.2747478⟩. ⟨hal-01581520⟩
Tianzhu Liu, Yanfeng Gu, Xiuping Jia, Jon Atli Benediktsson, Jocelyn Chanussot. Class-Specific Sparse Multiple Kernel Learning for Spectral–Spatial Hyperspectral Image Classification . IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (12), pp.7351-7365. ⟨10.1109/TGRS.2016.2600522⟩. ⟨hal-01442591⟩
Miguel Simoes, Luis B. Almeida, José M. Bioucas-Dias, Jocelyn Chanussot. A Framework for Fast Image Deconvolution With Incomplete Observations. IEEE Transactions on Image Processing, 2016, 25 (11), pp.5266-5280. ⟨10.1109/TIP.2016.2603920⟩. ⟨hal-01442601⟩
Simon Henrot, Jocelyn Chanussot, Christian Jutten. Dynamical Spectral Unmixing of Multitemporal Hyperspectral Images. IEEE Transactions on Image Processing, 2016, 25 (7), pp.3219 – 3232. ⟨10.1109/TIP.2016.2562562⟩. ⟨hal-01346918⟩
Miguel Angel Veganzones, Jérémy E Cohen, Rodrigo Cabral Farias, Jocelyn Chanussot, Pierre Comon. Nonnegative tensor CP decomposition of hyperspectral data. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (5), pp.2577-2588. ⟨10.1109/TGRS.2015.2503737⟩. ⟨hal-01134470v2⟩
Junshi Xia, Falco Nicola, Jon Atli Benediktsson, Jocelyn Chanussot, Peijun Du. Class-Separation-Based Rotation Forest for Hyperspectral Image Classification. IEEE Geoscience and Remote Sensing Letters, 2016, 13 (4), pp.584-588. ⟨10.1109/LGRS.2016.2528043⟩. ⟨hal-01442631⟩
Uta Heiden, Akira Iwasaki, Andreas Müller, Martin Schlerf, Thomas Udelhoven, et al.. Foreword to the Special Issue on Hyperspectral Remote Sensing and Imaging Spectroscopy. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9 (9), pp.3904-3908. ⟨10.1109/JSTARS.2016.2610199⟩. ⟨hal-01442617⟩
Rui Bao, Junshi Xia, Mauro Dalla Mura, Peijun Du, Jocelyn Chanussot, et al.. Combining Morphological Attribute Profiles via an Ensemble Method for Hyperspectral Image Classification . IEEE Geoscience and Remote Sensing Letters, 2016, 13 (3), pp.359-363. ⟨10.1109/LGRS.2015.2513002⟩. ⟨hal-01442573⟩
Simon Henrot, Jocelyn Chanussot, Christian Jutten. Correction to “Dynamical Spectral Unmixing of Multitemporal Hyperspectral Images” [Jul 16 3219-3232] . IEEE Transactions on Image Processing, 2016, 25 (9), pp.4443-4443. ⟨10.1109/TIP.2016.2586358⟩. ⟨hal-01442596⟩
Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot, Nikola Besic. Evaluation of ICA-Based ICTD for PolSAR Data Analysis Using a Sliding Window Approach: Convergence Rate, Gaussian Sources, and Spatial Correlation. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (16), pp.4262-4271. ⟨10.1109/TGRS.2016.2538900⟩. ⟨hal-01324100⟩
Lucas Drumetz, Miguel Angel Veganzones, Simon Henrot, Ronald Phlypo, Jocelyn Chanussot, et al.. Blind hyperspectral unmixing using an Extended Linear Mixing Model to address spectral variability. IEEE Transactions on Image Processing, 2016, IEEE Transactions on Image Processing, 25 (8), pp.3890-3905. ⟨10.1109/TIP.2016.2579259⟩. ⟨hal-01336279⟩
Lucas Drumetz, Miguel Angel Veganzones, Rubén Marrero, Guillaume Tochon, Mauro Dalla Mura, et al.. Hyperspectral Local Intrinsic Dimensionality. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (7), pp.4063-4078. ⟨10.1109/TGRS.2016.2536480⟩. ⟨hal-01292198⟩
Yanfeng Gu, Tianzhu Liu, Xiuping Jia, Jon Atli Benediktsson, Jocelyn Chanussot. Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification . IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (6), pp.3235-3247. ⟨10.1109/TGRS.2015.2514161⟩. ⟨hal-01442599⟩
Carole Amiot, Catherine Girard, Jocelyn Chanussot, Jérémie Pescatore, Michel Desvignes. Spatio-Temporal Multiscale Denoising of Fluoroscopic Sequence. IEEE Transactions on Medical Imaging, 2016, 35 (6), pp.1565-1574. ⟨10.1109/TMI.2016.2520092⟩. ⟨hal-01442570⟩
Wang Peng, Liguo Wang, Jocelyn Chanussot. Soft-Then-Hard Subpixel Land Cover Mapping Based on Spatial-Spectral Interpolation. IEEE Geoscience and Remote Sensing Letters, 2016, 13 (12), pp.1851-1854. ⟨10.1109/LGRS.2016.2614810⟩. ⟨hal-01442583⟩
Rocco Restaino, Gemine Vivone, Mauro Dalla Mura, Jocelyn Chanussot. Fusion of MultiSpectral and Panchromatic Images Based on Morphological Operators. IEEE Transactions on Image Processing, 2016, 25 (6), pp.2882-2895. ⟨10.1109/TIP.2016.2556944⟩. ⟨hal-01303222⟩
Jike Chen, Junshi Xia, Peijun Du, Jocelyn Chanussot. Combining Rotation Forest and Multiscale Segmentation for the Classification of Hyperspectral Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9 (9), pp.4060-4072. ⟨10.1109/JSTARS.2016.2524517⟩. ⟨hal-01442611⟩
Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Andrei Anghel, Jocelyn Chanussot. Spherical Symmetry of Complex Stochastic Models in Multivariate High-Resolution PolSAR Images. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (7), pp.4250-4261. ⟨10.1109/TGRS.2016.2538820⟩. ⟨hal-01324088⟩
Wenzhi Liao, Mauro Dalla Mura, Jocelyn Chanussot, A Pizurica. Fusion of Spectral and Spatial Information for Classification of Hyperspectral Remote-Sensed Imagery by Local Graph. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 9 (2), pp.583-594. ⟨10.1109/JSTARS.2015.2498664⟩. ⟨hal-01246593⟩
Wenzhi Liao, Mauro Dalla Mura, Jocelyn Chanussot, Rik Bellens, Wilfried Philips. Morphological Attribute Profiles With Partial Reconstruction. IEEE Transactions on Geoscience and Remote Sensing, 2015, 54 (3), pp.1738-1756. ⟨10.1109/TGRS.2015.2488280⟩. ⟨hal-01246602⟩
Miguel Angel Veganzones, Miguel Simoes, Giorgio Licciardi, Naoto Yokoya, Jose Bioucas-Dias, et al.. Hyperspectral super-resolution of locally low rank images from complementary multisource data. IEEE Transactions on Image Processing, 2015, 25 (1), ⟨10.1109/TIP.2015.2496263⟩. ⟨hal-01117253v3⟩
Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He. Rotation-Based Support Vector Machine Ensemble in Classification of Hyperspectral Data With Limited Training Samples. IEEE Transactions on Geoscience and Remote Sensing, 2015, 54 (3), pp.1519-1531. ⟨10.1109/TGRS.2015.2481938⟩. ⟨hal-01246607⟩
Laëtitia Loncan, Luís Almeida, José M Bioucas-Dias, Xavier Briottet, Jocelyn Chanussot, et al.. Hyperspectral Pansharpening: A Review. IEEE geoscience and remote sensing magazine, 2015, 3 (3), pp.27-46. ⟨10.1109/MGRS.2015.2440094⟩. ⟨hal-01403205⟩
Junshi Xia, Mauro Dalla Mura, Jocelyn Chanussot, Peijun Du, Xiyan He. Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53 (9), pp.4768-4786. ⟨10.1109/TGRS.2015.2409195⟩. ⟨hal-01246605⟩
Junshi Xia, Wenzhi Liao, Jocelyn Chanussot, Peijun Du, Guanghan Song, et al.. Improving Random Forest With Ensemble of Features and Semisupervised Feature Extraction. IEEE Geoscience and Remote Sensing Letters, 2015, 12 (7), pp.1471 – 1475. ⟨10.1109/LGRS.2015.2409112⟩. ⟨hal-01246585⟩
Ruben Marrero, Sebastian Lopez, G. M. Callico, Miguel Angel Veganzones, Antonio Plaza, et al.. A Novel Negative Abundance‐Oriented Hyperspectral Unmixing Algorithm. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53 (7), pp.3772-3790. ⟨10.1109/TGRS.2014.2383440⟩. ⟨hal-01246563⟩
Miguel Simoes, José M. Bioucas-Dias, Luis B. Almeida, Jocelyn Chanussot. A Convex Formulation for Hyperspectral Image Superresolution via Subspace-Based Regularization. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53 (6), pp.3373-3388. ⟨10.1109/TGRS.2014.2375320⟩. ⟨hal-01246551⟩
Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He. Spectral–Spatial Classification for Hyperspectral Data Using Rotation Forests With Local Feature Extraction and Markov Random Fields. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53 (5), pp.2532-2546. ⟨10.1109/TGRS.2014.2361618⟩. ⟨hal-01246573⟩
Gemine Vivone, Luciano Alparone, Jocelyn Chanussot, Mauro Dalla Mura, Andrea Garzelli, et al.. A Critical Comparison Among Pansharpening Algorithms. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53 (5), pp.2565-2586. ⟨10.1109/TGRS.2014.2361734⟩. ⟨hal-01111029⟩
Manuel Cubero-Castan, Jocelyn Chanussot, Véronique Achard, Xavier Briottet, M. Shimoni. A Physics-Based Unmixing Method to Estimate Subpixel Temperatures on Mixed Pixels. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53 (4), pp.1894-1906. ⟨10.1109/TGRS.2014.2350771⟩. ⟨hal-01246504⟩
Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic. Polarimetric Incoherent Target Decomposition by Means of Independent Component Analysis. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53 (3), pp.1236-1247. ⟨10.1109/TGRS.2014.2336381⟩. ⟨hal-01023169⟩
G. Tochon, Jean-Baptiste Féret, Silvia Valero, R.E. Martin, D.E. Knapp, et al.. On the use of binary partition trees for the tree crown segmentation of tropical rainforest hyperspectral images. Remote Sensing of Environment, 2015, 159, pp.318-331. ⟨10.1016/j.rse.2014.12.020⟩. ⟨hal-02939178⟩
Nikola Besic, Gabriel Vasile, Jean-Pierre Dedieu, Jocelyn Chanussot, Srdjan Stankovic. Stochastic Approach in Wet Snow Detection Using Multitemporal SAR Data. IEEE Geoscience and Remote Sensing Letters, 2015, 12 (2), pp.244-248. ⟨10.1109/LGRS.2014.2334355⟩. ⟨hal-01023156⟩
Y.L. Chang, Yi Chun Wang, Yi-Shiang Fu, Chin-Chuan Han, Jocelyn Chanussot, et al.. Multisource Data Fusion and Fisher Criterion-Based Nearest Feature Space Approach to Landslide Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8 (2), pp.576 – 588. ⟨10.1109/JSTARS.2014.2334636⟩. ⟨hal-01246523⟩
Giorgio Antonino Licciardi, Romain Dambreville, Jocelyn Chanussot, Stéphanie Dubost. Spatio-temporal pattern recognition and nonlinear PCA for global horizontal irradiance forecasting. IEEE Geoscience and Remote Sensing Letters, 2015, 12 (2), pp.284-288. ⟨10.1109/LGRS.2014.2335817⟩. ⟨hal-01128509⟩
Carole Amiot, Catherine Girard, Jocelyn Chanussot, J Pescatore, Michel Desvignes. Curvelet Based Contrast Enhancement in Fluoroscopic Sequences. IEEE Transactions on Medical Imaging, 2015, 34 (1), pp.137-147. ⟨10.1109/TMI.2014.2349034⟩. ⟨hal-01260393⟩
Lucas Drumetz, Mauro Dalla Mura, Samuel Meulenyzer, Sébastien Lombard, Jocelyn Chanussot. Semi-Automatic Classification of Cementitious Materials using Scanning Electron Microscope Images. Journal of Electronic Imaging, 2015, 24 (6), pp.061109. ⟨10.1117/1.JEI.24.6.061109⟩. ⟨hal-01235867⟩
Mauro Dalla Mura, S Prasad, F Pacifici, P Gamba, Jocelyn Chanussot, et al.. Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing. Proceedings of the IEEE, 2015, 103 (9), pp.1585-1601. ⟨10.1109/JPROC.2015.2462751⟩. ⟨hal-01259771⟩
Devis Tuia, Sebastian Lopez, Michael Schaepman, Jocelyn Chanussot. Foreword to the Special Issue on Hyperspectral Image and Signal Processing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8 (6), pp.2337 – 2340. ⟨10.1109/JSTARS.2015.2452732⟩. ⟨hal-01246609⟩
Jocelyn Chanussot, G Skofronick Jackson. JSTARS: The Most Gender Balanced Editorial Board in IEEE’s History? [Women in GRS]. IEEE geoscience and remote sensing magazine, 2015, 3 (1), pp.55-56. ⟨10.1109/MGRS.2015.2398393⟩. ⟨hal-01246588⟩
Giorgio Licciardi, Gemine Vivone, Mauro Dalla Mura, Rocco Restaino, Jocelyn Chanussot. Multi-resolution analysis techniques and nonlinear PCA for hybrid pansharpening applications. Multidimensional Systems and Signal Processing, 2015, 27 (4), pp.807-830. ⟨10.1007/s11045-015-0359-y⟩. ⟨hal-01259779⟩
M.R. Vicinanza, R. Restaino, G Vivone, Mauro Dalla Mura, Jocelyn Chanussot. A Pansharpening Method Based on the Sparse Representation of Injected Details. IEEE Geoscience and Remote Sensing Letters, 2015, 12 (1), pp.180-184. ⟨10.1109/LGRS.2014.2331291⟩. ⟨hal-01128497⟩
Gemine Vivone, Miguel Simoes, Mauro Dalla Mura, Rocco Restaino, José M. Bioucas-Dias, et al.. Pansharpening based on semiblind deconvolution. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53 (4), pp.1997-2010. ⟨10.1109/TGRS.2014.2351754⟩. ⟨hal-01121494⟩
Saurabh Prasad, Jocelyn Chanussot, James E Fowler, José M. Bioucas-Dias, Charles Creuserre. Introduction to the Issue on Advances in Hyperspectral Data Processing and Analysis. IEEE Journal of Selected Topics in Signal Processing, 2015, 9 (6), pp.961-963. ⟨10.1109/JSTSP.2015.2457631⟩. ⟨hal-01246532⟩
Romain Dambreville, Philippe Blanc, Jocelyn Chanussot, Didier Boldo. Very short term forecasting of the Global Horizontal Irradiance using a spatio-temporal autoregressive model. Renewable Energy, 2014, 72, pp.291-300. ⟨10.1016/j.renene.2014.07.012⟩. ⟨hal-01086935⟩
Xiyan He, Laurent Condat, José M. Bioucas-Dias, Jocelyn Chanussot, Junshi Xia. A new pansharpening method based on spatial and spectral sparsity priors. IEEE Transactions on Image Processing, 2014, 23 (9), pp.4160-4174. ⟨10.1109/TIP.2014.2333661⟩. ⟨hal-01119229⟩
Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio J. Plaza, Jocelyn Chanussot. Hyperspectral Image Segmentation Using a New Spectral Unmixing-Based Binary Partition Tree Representation. IEEE Transactions on Image Processing, 2014, 23 (8), pp.3574 – 3589. ⟨10.1109/TIP.2014.2329767⟩. ⟨hal-01010430⟩
Alina Zare, J Bolton, Jocelyn Chanussot, Paul Gader. Foreword to the Special Issue on Hyperspectral Image and Signal Processing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, 7 (6), pp.1841-1843. ⟨10.1109/JSTARS.2014.2341811⟩. ⟨hal-01128441⟩
Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He. (Semi-) Supervised Probabilistic Principal Component Analysis for Hyperspectral Remote Sensing Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, 7 (6), pp.2224-2236. ⟨10.1109/JSTARS.2013.2279693⟩. ⟨hal-01128050⟩
Gemine Vivone, Rocco Restaino, Mauro Dalla Mura, Giorgio Antonino Licciardi, Jocelyn Chanussot. Contrast and Error-Based Fusion Schemes for Multispectral Image Pansharpening. IEEE Geoscience and Remote Sensing Letters, 2014, 11 (5), pp.930-934. ⟨10.1109/LGRS.2013.2281996⟩. ⟨hal-01128439⟩
Naoto Yokoya, Jocelyn Chanussot, Akira Iwasaki. Nonlinear Unmixing of Hyperspectral Data Using Semi-Nonnegative Matrix Factorization. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52 (2), pp.1430-1437. ⟨10.1109/TGRS.2013.2251349⟩. ⟨hal-01128460⟩
Ma Wing-Kin, José M. Bioucas-Dias, Jocelyn Chanussot, Paul Gader. Signal and Image Processing in Hyperspectral Remote Sensing [From the Guest Editors]. IEEE Signal Processing Magazine, 2014, 31 (1), pp.22-23. ⟨10.1109/MSP.2013.2282417⟩. ⟨hal-01128476⟩
Benqin Song, Jun Li, Mauro Dalla Mura, Peijun Li, Antonio Plaza, et al.. Remotely sensed image classification using sparse representations of morphological attribute profiles. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52 (8), pp.5122-5136. ⟨10.1109/TGRS.2013.2286953⟩. ⟨hal-01121490⟩
Junshi Xia, Peijun Du, Xiyan He, Jocelyn Chanussot. Hyperspectral Remote Sensing Image Classification Based on Rotation Forest. IEEE Geoscience and Remote Sensing Letters, 2014, 11 (1), pp.239-243. ⟨10.1109/LGRS.2013.2254108⟩. ⟨hal-01128445⟩
Giorgio Antonino Licciardi, Ruggero G. Avezzano, F. del Frate, Giovanni Schiavon, Jocelyn Chanussot. A novel approach to polarimetric SAR data processing based on non-linear PCA. Pattern Recognition, 2014, 47 (5), pp.1953-1967. ⟨10.1016/j.patcog.2013.11.009⟩. ⟨hal-01128496⟩
Ismael Riedel, Philippe Gueguen, Mauro Dalla Mura, Erwan Pathier, Thomas Leduc, et al.. Seismic vulnerability assessment of urban environments in moderate-to-low seismic hazard regions using association rule learning and support vector machine methods. Natural Hazards, 2014, 76 (2), pp.1111-1141. ⟨10.1007/s11069-014-1538-0⟩. ⟨hal-01121491⟩
Engilbert Sigurdsson, Silvia Valero, Jon Atli Benediktsson, Jocelyn Chanussot, Hugues Talbot, et al.. Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification. Pattern Recognition Letters, 2014, 47, pp.164-171. ⟨10.1016/j.patrec.2014.03.006⟩. ⟨hal-01128500⟩
Mathieu Fauvel, Yuliya Tarabalka, Jon Atli Benediktsson, Jocelyn Chanussot, James Tilton. Advances in Spectral-Spatial Classification of Hyperspectral Images. Proceedings of the IEEE, 2013, 101 (3), pp.652-675. ⟨10.1109/JPROC.2012.2197589⟩. ⟨hal-00737075⟩
Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson, Alberto Villa. Parsimonious Mahalanobis Kernel for the Classification of High Dimensional Data. Pattern Recognition, 2013, 46 (3), pp.845-854. ⟨10.1016/j.patcog.2012.09.009⟩. ⟨hal-00798364⟩
Rosa Maria Cavalli, Giorgio Licciardi, Jocelyn Chanussot. Detection of Anomalies Produced by Buried Archaeological Structures Using Nonlinear Principal Component Analysis Applied to Airborne Hyperspectral Image. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2013, 6 (2), pp.659-669. ⟨10.1109/JSTARS.2012.2227301⟩. ⟨hal-00798517⟩
Bin Luo, Muhammad Murtaza Khan, Thibaut Bienvenu, Jocelyn Chanussot, Liangpei Zhang. Decision-Based Fusion for Pansharpening of Remote Sensing Images. IEEE Geoscience and Remote Sensing Letters, 2013, 10 (1), pp.19-23. ⟨10.1109/LGRS.2012.2189933⟩. ⟨hal-00798435⟩
Chenghai Yang, James H. Everitt, Qian Du, Bin Luo, Jocelyn Chanussot. Using high resolution airborne and satellite imagery to assess crop growth and yield variability for precision agriculture. Proceedings of the IEEE, 2013, 101 (3), pp.582-592. ⟨10.1109/JPROC.2012.2196249⟩. ⟨hal-00798396⟩
Mathieu Fauvel, Benoit Arbelot, Jon Atli Benediktsson, David Sheeren, Jocelyn Chanussot. Detection of hedges in a rural landscape using a local orientation feature: from linear opening to path opening. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2013, 6 (1), pp.15-26. ⟨10.1109/JSTARS.2012.2227464⟩. ⟨hal-00799184⟩
Bin Luo, Chenghai Yang, Jocelyn Chanussot, Liangpei Zhang. Crop yield estimation based on unsupervised linear unmixing of multidate hyperspectral imagery. IEEE Transactions on Geoscience and Remote Sensing, 2013, 51 (1), pp.162-173. ⟨10.1109/TGRS.2012.2198826⟩. ⟨hal-00798426⟩
Nathan Longbotham, Fabio Pacifici, Taylor C. Glenn, Alina Zare, Michele Volpi, et al.. Multi-Modal Change Detection, Application to the Detection of Flooded Areas: Outcome of the 2009-2010 Data Fusion Contest. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2013, 5 (1), pp.331-342. ⟨10.1109/JSTARS.2011.2179638⟩. ⟨hal-00799164⟩
Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson, Christian Jutten, Romain Dambreville. Unsupervised methods for the classification of hyperspectral images with low spatial resolution. Pattern Recognition, 2013, 46 (6), pp.1556-1568. ⟨10.1016/j.patcog.2012.10.030⟩. ⟨hal-00798358⟩
Alberto Alonso-Gonzalez, Silvia Valero, Jocelyn Chanussot, Carlos Lopez-Martinez, Philippe Salembier. Processing multidimensional SAR and hyperspectral images with Binary Partition Tree. Proceedings of the IEEE, 2013, 101 (3), pp.723-747. ⟨10.1109/JPROC.2012.2205209⟩. ⟨hal-00798378⟩
Silvia Valero, Philippe Salembier, Jocelyn Chanussot. Hyperspectral Image Representation and Processing With Binary Partition Trees. IEEE Transactions on Image Processing, 2013, 22 (4), pp.1430-1443. ⟨10.1109/TIP.2012.2231687⟩. ⟨hal-00798351⟩
Bin Luo, Jocelyn Chanussot, Sylvain Douté, Liangpei Zhang. Empirical Automatic Estimation of the Number of Endmembers in Hyperspectral Images. IEEE Geoscience and Remote Sensing Letters, 2013, 10 (1), pp.24-28. ⟨10.1109/LGRS.2012.2189934⟩. ⟨hal-00798401⟩
Giorgio Antonino Licciardi, Muhammad Murtaza Khan, Jocelyn Chanussot, Annick Montanvert, Laurent Condat, et al.. Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction. EURASIP Journal on Advances in Signal Processing, 2012, 2012, pp.207. ⟨10.1186/1687-6180-2012-207⟩. ⟨hal-00786285⟩
Kevin Bernard, Yuliya Tarabalka, Jesus Angulo, Jocelyn Chanussot, Jon Atli Benediktsson. Spectral-Spatial Classification of Hyperspectral Data based on a Stochastic Minimum Spanning Forest Approach. IEEE Transactions on Image Processing, 2012, 21 (4), pp.2008-2021. ⟨10.1109/TIP.2011.2175741⟩. ⟨hal-00728498⟩
José M. Bioucas-Dias, Antonio Plaza, Nicolas Dobigeon, Mario Parente, Qian Du, et al.. Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2012, 5 (2), pp.354-379. ⟨10.1109/JSTARS.2012.2194696⟩. ⟨hal-00760787⟩
Yuliya Tarabalka, James Tilton, Jon Atli Benediktsson, Jocelyn Chanussot. A marker-based approach for the automated selection of a single segmentation from a hierarchical set of image segmentations. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2012, 5 (1), pp.262-272. ⟨10.1109/JSTARS.2011.2173466⟩. ⟨hal-00729001⟩
Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson. A Spatial-Spectral Kernel Based Approach for the Classification of Remote Sensing Images. Pattern Recognition, 2012, 45 (1), pp.381-392. ⟨10.1016/j.patcog.2011.03.035⟩. ⟨hal-00798504⟩
François Cokelaer, Hugues Talbot, Jocelyn Chanussot. Efficient robust d-dimensional path operators. IEEE Journal of Selected Topics in Signal Processing, 2012, 6 (7), pp.830-839. ⟨10.1109/JSTSP.2012.2213578⟩. ⟨hal-00798414⟩
Giorgio Licciardi, Alberto Villa, Mauro Dalla Mura, Lorenzo Bruzzone, Jocelyn Chanussot, et al.. Retrieval of the Height of Buildings From WorldView-2 Multi- Angular Imagery Using Attribute Filters and Geometric Invariant Moments. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2012, 5 (1), pp.71-79. ⟨10.1109/JSTARS.2012.2184269⟩. ⟨hal-00798512⟩
Sascha Klemenjak, Bjorn Waske, Silvia Valero, Jocelyn Chanussot. Automatic Detection of Rivers in High-Resolution SAR Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2012, 5 (5), pp.1364-1372. ⟨10.1109/JSTARS.2012.2189099⟩. ⟨hal-00799149⟩
Carles M Cuadras, Silvia Valero, Daniel Cuadras, Philippe Salembier, Jocelyn Chanussot. Distance-Based Measures of Association with Applications in Relating Hyperspectral Images. Communications in Statistics – Theory and Methods, 2012, 41 (13-14), pp.2342-2355. ⟨10.1080/03610926.2012.654880⟩. ⟨hal-00799154⟩
Giorgio Licciardi, Prashanth Reddy Marpu, Jocelyn Chanussot, Jon Atli Benediktsson. Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles. IEEE Geoscience and Remote Sensing Letters, 2012, 9 (3), pp.447-451. ⟨10.1109/LGRS.2011.2172185⟩. ⟨hal-00797814⟩
Alberto Villa, Jon Atli Benediktsson, Jocelyn Chanussot, Christian Jutten. Hyperspectral Image Classification With Independent Component Discriminant Analysis. IEEE Transactions on Geoscience and Remote Sensing, 2011, 49 (12), pp.4865-4876. ⟨10.1109/TGRS.2011.2153861⟩. ⟨hal-00607195⟩
Jean-Matthieu Monnet, Jocelyn Chanussot, Frédéric Berger. Support Vector Regression for the Estimation of Forest Stand Parameters Using Airborne Laser Scanning. IEEE Geoscience and Remote Sensing Letters, 2011, 8 (3), pp.580-584. ⟨10.1109/LGRS.2010.2094179⟩. ⟨hal-00641641⟩
Mauro Dalla Mura, Alberto Villa, Jon Atli Benediktsson, Jocelyn Chanussot, Lorenzo Bruzzone. Classification of hyperspectral images by using extended morphological attribute profiles and independent component analysis. IEEE Geoscience and Remote Sensing Letters, 2011, 8 (3), pp.542-546. ⟨10.1109/LGRS.2010.2091253⟩. ⟨hal-00578886⟩
Xavier Ceamanos, Sylvain Douté, Bin Luo, Frédéric Schmidt, Gwenael Jouannic, et al.. Intercomparison and validation of techniques for spectral unmixing of hyperspectral Images: a planetary case study. IEEE Transactions on Geoscience and Remote Sensing, 2011, 49 (11), pp.4341-4358. ⟨10.1109/TGRS.2011.2140377⟩. ⟨hal-00696014⟩
Gustavo Camps-Valls, Jon Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot. Introduction to the Issue on Advances in Remote Sensing Image Processing. IEEE Journal of Selected Topics in Signal Processing, 2011, 5 (3), pp.365-369. ⟨10.1109/JSTSP.2011.2142490⟩. ⟨hal-00799778⟩
Bin Luo, Jocelyn Chanussot. Supervised hyperspectral image classification based on spectral unmixing and geometrical features. Journal of Signal Processing Systems, 2011, 65 (3 (special issue « Machine Learning for Signal Processing »)), pp.457-468. ⟨10.1007/s11265-010-0531-4⟩. ⟨hal-00696015⟩
Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson, Christian Jutten. Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution. IEEE Journal of Selected Topics in Signal Processing, 2011, 5 (3), pp.521-533. ⟨10.1109/JSTSP.2010.2096798⟩. ⟨hal-00578890⟩
Jocelyn Chanussot, Melba M. Crawford, Bor-Chen Kuo. Foreword to the special issue on hyperspectral image and signal processing. IEEE Transactions on Geoscience and Remote Sensing, 2010, 48 (11), pp.3871-3876. ⟨10.1109/TGRS.2010.2085313⟩. ⟨hal-00578882⟩
Yuliya Tarabalka, Jocelyn Chanussot, Jon Atli Benediktsson. Segmentation and classification of hyperspectral images using minimum spanning forest grown from automatically selected markers. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 2010, 40 (5), pp.1267-1279. ⟨10.1109/TSMCB.2009.2037132⟩. ⟨hal-00578848⟩
Silvia Valero, Jocelyn Chanussot, Jon Atli Benediktsson, Hugues Talbot, Bjorn Waske. Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images. Pattern Recognition Letters, 2010, 31 (10), pp.1120-1127. ⟨10.1016/j.patrec.2009.12.018⟩. ⟨hal-00578852⟩
Thibaut Castaings, Bjorn Waske, Jon Atli Benediktsson, Jocelyn Chanussot. On the influence of feature reduction for the classification of hyperspectral images based on the extended morphological profile. International Journal of Remote Sensing, 2010, 31 (22), pp.5921-5939. ⟨10.1080/01431161.2010.512313⟩. ⟨hal-00578856⟩
Yuliya Tarabalka, Jocelyn Chanussot, Jon Atli Benediktsson. Segmentation and classification of hyperspectral images using watershed transformation. Pattern Recognition, 2010, 43 (7), pp.2367-2379. ⟨10.1016/j.patcog.2010.01.016⟩. ⟨hal-00578860⟩
Yuliya Tarabalka, Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson. SVM and MRF-Based Method for Accurate Classification of Hyperspectral Images. IEEE Geoscience and Remote Sensing Letters, 2010, 7 (4), pp.736-740. ⟨10.1109/LGRS.2010.2047711⟩. ⟨hal-00578864⟩
Xavier Ceamanos, Bjorn Waske, Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel, et al.. A classifier ensemble based on fusion of support vector machines for classifying hyperspectral data. International Journal of Image and Data Fusion, 2010, 1 (4), pp.293-307. ⟨10.1080/19479832.2010.485935⟩. ⟨hal-00578897⟩
Yuliya Tarabalka, Jon Atli Benediktsson, Jocelyn Chanussot, James Tilton. Multiple spectral-spatial classification approach for hyperspectral data. IEEE Transactions on Geoscience and Remote Sensing, 2010, 48 (11), pp.4122-4132. ⟨10.1109/TGRS.2010.2062526⟩. ⟨hal-00578869⟩
Bertrand Gottin, Cornel Ioana, Jocelyn Chanussot, Guy d’Urso, Thierry Espilit. Detection and Localization of Transient Sources: Comparative Study of Complex-Lag Distribution Concept Versus Wavelets and Spectrogram-Based Methods. EURASIP Journal on Advances in Signal Processing, 2009, 2009, pp.Article ID 864185. ⟨10.1155/2009/864185⟩. ⟨hal-00448354⟩
Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson. Kernel principal component analysis for the classification of hyperspectral remote-sensing data over urban areas. EURASIP Journal on Advances in Signal Processing, 2009, 2009, pp.Article ID 783194. ⟨10.1155/2009/783194⟩. ⟨hal-00449436⟩
Giorgio Licciardi, Fabio Pacifici, Davis Tuia, Saurabh Prasad, Terrance West, et al.. Decision fusion for the classification of hyperspectral data: Outcome of the 2008 GRS-S Data Fusion Contest. IEEE Transactions on Geoscience and Remote Sensing, 2009, 47 (11), pp.3857-3865. ⟨10.1109/TGRS.2009.2029340⟩. ⟨hal-00449440⟩
Muhammad M. Khan, Luciano Alparone, Jocelyn Chanussot. Pansharpening Quality Assessment Using the Modulation Transfer Functions of Instruments. IEEE Transactions on Geoscience and Remote Sensing, 2009, 47 (11), pp.3880-3891. ⟨10.1109/TGRS.2009.2029094⟩. ⟨hal-00449443⟩
Tarek Habib, Jordi Inglada, Grégoire Mercier, Jocelyn Chanussot. Support Vector Reduction in SVM Algorithm for Abrupt Change Detection in Remote Sensing. IEEE Geoscience and Remote Sensing Letters, 2009, 6 (3), pp.606-610. ⟨10.1109/LGRS.2009.2020306⟩. ⟨hal-00449438⟩
Yuliya Tarabalka, Jon Atli Benediktsson, Jocelyn Chanussot. Spectral-spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques.. IEEE Transactions on Geoscience and Remote Sensing, 2009, 47 (8), pp.2973-2987. ⟨10.1109/TGRS.2009.2016214⟩. ⟨hal-00449437⟩
Mathieu Fauvel, Jon Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson. Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles. IEEE Transactions on Geoscience and Remote Sensing, 2008, 46 (11 – part 2), pp.3804-3814. ⟨10.1109/TGRS.2008.922034⟩. ⟨hal-00283769⟩
Frederic Maussang, Michèle Rombaut, Jocelyn Chanussot, Alain Hétet, Maud Amate. Fusion of Local Statistical Parameters for Buried Underwater Mine Detection in Sonar Imaging. EURASIP Journal on Advances in Signal Processing, 2008, 2008 (ID 876092), 19 p. ⟨10.1155/2008/876092⟩. ⟨hal-00276968⟩
Saïd Moussaoui, Hafrun Hauksdottir, Frédéric Schmidt, Christian Jutten, Jocelyn Chanussot, et al.. On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation. Neurocomputing, 2008, 71 (10-12), pp.2194-2208. ⟨10.1016/j.neucom.2007.07.034⟩. ⟨hal-00272349⟩
Yann Le Meur, Jean-Michel Vignolle, Jocelyn Chanussot. Practical use of receiver operating characteristic analysis to assess the performances of defect detection algorithms. Journal of Electronic Imaging, 2008, 17 (3), pp.10.1117/12.737149. ⟨10.1117/12.737149⟩. ⟨hal-00348852⟩
Emmanuel Trouvé, Ivan Petillot, Gabriel Vasile, Philippe Bolon, Jean-Marie Nicolas, et al.. High resolution SAR interferometry: estimation of local frequencies in the context of Alpine glaciers. IEEE Transactions on Geoscience and Remote Sensing, 2008, 46 (4), pp.1079-1090. ⟨10.1109/TGRS.2007.912713⟩. ⟨halshs-00264401⟩
Pascal Sirguey, Renaud Mathieu, Yves Arnaud, Muhammad M. Khan, Jocelyn Chanussot. Improving MODIS spatial resolution for snow mapping using wavelet fusion and ARSIS concept. IEEE Geoscience and Remote Sensing Letters, 2008, 5 (1), pp.78-82. ⟨10.1109/LGRS.2007.908884⟩. ⟨hal-00348844⟩
Paolo Gamba, Jocelyn Chanussot. Foreword to the special issue on data fusion. IEEE Transactions on Geoscience and Remote Sensing, 2008, 46 (5), pp.1283-1288. ⟨10.1109/TGRS.2008.919761⟩. ⟨hal-00348849⟩
Claire Thomas, Thierry Ranchin, Lucien Wald, Jocelyn Chanussot. Synthesis of multispectral images to high spatial resolution: a critical review of fusion methods based on remote sensing physics. IEEE Transactions on Geoscience and Remote Sensing, 2008, 46 (5), pp.1301-1312. ⟨10.1109/TGRS.2007.912448⟩. ⟨hal-00348848⟩
Gabriel Vasile, Emmanuel Trouvé, Ivan Petillot, Philippe Bolon, Jean-Marie Nicolas, et al.. High resolution SAR interferometry: estimation of local frequencies in the context of Alpine glaciers. IEEE Transactions on Geoscience and Remote Sensing, 2008, 46 (4), pp.1079-1090. ⟨10.1109/TGRS.2007.912713⟩. ⟨hal-00348855⟩
Muhammad M. Khan, Jocelyn Chanussot, Laurent Condat, Annick Montanvert. Indusion : Fusion of Multispectral and Panchromatic Images Using Induction Scaling Technique. IEEE Geoscience and Remote Sensing Letters, 2008, 5 (1), pp.98-102. ⟨10.1109/LGRS.2007.909934⟩. ⟨hal-00348845⟩
Fabio Pacifici, Fabio del Frate, William J. Emery, Paolo Gamba, Jocelyn Chanussot. Urban mapping using coarse SAR and optical data: outcome of the 2007 GRSS data fusion contest. IEEE Geoscience and Remote Sensing Letters, 2008, 5 (3), pp.331-335. ⟨10.1109/LGRS.2008.915939⟩. ⟨hal-00348851⟩
Frederic Maussang, Jocelyn Chanussot, Alain Hétet, Maud Amate. Mean / standard deviation representation of sonar images for echo detection : application to SAS images. IEEE Journal of Oceanic Engineering, 2007, 32 (4), pp.956-970. ⟨10.1109/JOE.2007.907936⟩. ⟨hal-02314977⟩
Luciano Alparone, Lucien Wald, Jocelyn Chanussot, Claire Thomas, Paolo Gamba, et al.. Comparison of Pansharpening Algorithms: Outcome of the 2006 GRS-S Data Fusion Contest. IEEE Transactions on Geoscience and Remote Sensing, 2007, 45 (10), pp.3012-3021. ⟨10.1109/TGRS.2007.904923⟩. ⟨hal-00177641⟩
Emmanuel Trouvé, Gabriel Vasile, Michel Gay, Lionel Bombrun, Pierre Grussenmeyer, et al.. Combining airborne photographs and spaceborne SAR data to monitor temperate glaciers. Potentials and limits. IEEE Transactions on Geoscience and Remote Sensing, 2007, 45 (4), pp.905-924. ⟨10.1109/TGRS.2006.890554⟩. ⟨halshs-00264399⟩
Frederic Maussang, Jocelyn Chanussot, Alain Hétet, Maud Amate. Higher-Order Statistics for the Detection of Small Objects in a Noisy Background Application on Sonar Imaging. EURASIP Journal on Advances in Signal Processing, 2007, 2007, pp.ID 47039. ⟨10.1155/2007/47039⟩. ⟨hal-00130823⟩
Antonio Plaza, Jon Atli Benediktsson, John Boardman, John Brazile, Lorenzo Bruzzone, et al.. Recent Advances in Techniques for Hyperspectral Image Processing. Remote Sensing of Environment, 2007, 113 (suppl. 1), pp.S110-S120. ⟨10.1016/j.rse.2007.07.028⟩. ⟨hal-00178888⟩
Jocelyn Chanussot, Jon Atli Benediktsson, Mathieu Fauvel. Classification of Remote Sensing Images from Urban Areas Using a Fuzzy Possibilistic Model. IEEE Geoscience and Remote Sensing Letters, 2006, Vol. 3 n. 1 – pp 40-44, DOI: 10.1109/36.763290 2006. ⟨hal-00372300⟩
Jocelyn Chanussot, Jon Atli Benediktsson, Mathieu Fauvel. Classification of remote sensing images from urban areas using a fuzzy possibilistic model. IEEE Geoscience and Remote Sensing Letters, 2006, 3, pp.40-44. ⟨10.1109/LGRS.2005.856117⟩. ⟨hal-00096363⟩
Antoine Roueff, Jocelyn Chanussot, Jerome I. Mars. Estimation of Polarization Parameters using Time-Frequency Representations and its Application to Wave Separation. Signal Processing, 2006, Vol. 86 n.12 – pp 3714-3731 – 2006. ⟨hal-00372299⟩
Antoine Roueff, Jocelyn Chanussot, Jerome I. Mars. Estimation of polarization parameters using time–frequency representations and its application to waves separation. Signal Processing, 2006, 86, pp.3714-3731. ⟨10.1016/j.sigpro.2006.03.019⟩. ⟨hal-00105053⟩
Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson. Decision Fusion for the Classification of Urban Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing, 2006, 44, pp.2828-2838. ⟨10.1109/TGRS.2006.876708⟩. ⟨hal-00096287⟩
Guillaume Ginolhac, Jocelyn Chanussot, Cyrille Hory. Morphological and statistical approaches to improve detection in the presence of reverberation. IEEE Journal of Oceanic Engineering, 2005, 30 (4), pp.881-899. ⟨10.1109/JOE.2005.850918⟩. ⟨hal-00096303⟩
Guillaume Ginolhac, Jocelyn Chanussot, C. Hory. Morphological and statistical approaches to improve detection in presence of reverberation… IEEE Journal of Oceanic Engineering, 2005, 30 (4), pp.881-899. ⟨halshs-00158681⟩
Antoine Roueff, Jerome I. Mars, Jocelyn Chanussot, Helle Pedersen. Dispersion Estimation From Linear Array Data in the Time-Frequency Plane. IEEE Transactions on Signal Processing, 2005, 53 (10), pp.3738-3748. ⟨10.1109/TSP.2005.855430⟩. ⟨hal-00096305⟩
Jocelyn Chanussot, Ingela Nyström, Natasa Sladoje. Shape signatures of fuzzy star-shaped sets based on distance from the centroid. Pattern Recognition Letters, 2005, 26 (9), pp.735-746. ⟨hal-00096316⟩
Antoine Roueff, Jerome I. Mars, Jocelyn Chanussot, Helle Pedersen. Nouvelle méthode d’estimation de la dispersion à partir d’un réseau linéaire de capteurs. Traitement du Signal, 2004, 21, pp.295-312, n. 4. ⟨hal-00096309⟩
Antoine Roueff, Jocelyn Chanussot, Jerome I. Mars, Minquy Nguyen. Unsupervised separation of seismic waves using the watershed algorithm on time-scale images. Geophysical Prospecting, 2004, 52, pp.287-300. ⟨hal-00096314⟩
Antoine Roueff, Jocelyn Chanussot, Jerome I. Mars, Minquy Nguyen. Partition d’une séquence d’images temps-échelle pour la séparation d’ondes dans un profil sismique. Traitement du Signal, 2004, 21, pp.17-36, n.1. ⟨hal-00096311⟩
Jocelyn Chanussot, Gilles Mauris, Patrick Lambert. Fuzzy Fusion Techniques for Linear Features Detection in Multitemporal SAR Images. IEEE Transactions on Geoscience and Remote Sensing, 1999, 37 (3), pp.1292-1305. ⟨10.1109/36.763290⟩. ⟨hal-00799807⟩
P. Goulet, R. Jurek, Jocelyn Chanussot. Spectres microondes, structure et constantes de force de la molécule CIF5. Journal de Physique, 1976, 37 (5), pp.495-502. ⟨10.1051/jphys:01976003705049500⟩. ⟨jpa-00208444⟩
Jocelyn Chanussot, R. Jurek, J. Bellet. Spectroscopie micro-onde de 32SF5 35Cl. Journal de Physique, 1976, 37 (10), pp.1129-1134. ⟨10.1051/jphys:0197600370100112900⟩. ⟨jpa-00208511⟩
R. Jurek, P. Suzeau, Jocelyn Chanussot, Jean-Paul Champion. Spectroscopie microonde de ClF5 à 70 et 140 GHz. Journal de Physique, 1974, 35 (7-8), pp.533-540. ⟨10.1051/jphys:01974003507-8053300⟩. ⟨jpa-00208179⟩

Communications dans un congrès234 documents

Antoine Bralet, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane Atto. Un nouveau jeu de données pour la détection d’instabilités gravitaires dans les Alpes à partir d’interférogrammes SAR. 6e symposium MDIS – FormaTerre, Nov 2024, Orléans, France. ⟨hal-05206386⟩
Jules Bourcier, Gohar Dashyan, Karteek Alahari, Jocelyn Chanussot. Learning Representations of Satellite Images From Metadata Supervision. ECCV 2024 – 18th European Conference on Computer Vision, European Computer Vision Association, Oct 2024, Milano, Italy. pp.54-71, ⟨10.1007/978-3-031-73383-3_4⟩. ⟨hal-04709749⟩
Anandaramane Candassamy, Adeline Pouthier, Alice Caplier, Jocelyn Chanussot, David O’Connor, et al.. Pollen Identification and Concentration Estimation Using High Resolution Imaging and Deep Learning. EUSIPCO 2024 – 32nd European Signal Processing Conference, Aug 2024, Lyon, France. pp.1651-1655. ⟨hal-04790358⟩
Antoine Bralet, Trong Nghia Ngo, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane Atto. DEM-assisted neural network for SAR-to-optical image translation. IGARSS 2024 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2024, Athènes, Greece. pp.7649-7652, ⟨10.1109/IGARSS53475.2024.10641788⟩. ⟨hal-04720021⟩
Xuyang Li, Danfeng Hong, Jocelyn Chanussot. S2MAE: A Spatial-Spectral Pretraining Foundation Model for Spectral Remote Sensing Data. CVPR 2024 – IEEE/CVF Conference on Computer Vision and Pattern Recognition, Jun 2024, Seattle, United States. pp.27696-27705, ⟨10.1109/CVPR52733.2024.02616⟩. ⟨hal-04909983⟩
Antoine Bralet, Abdourrahmane Atto, Jocelyn Chanussot, Emmanuel Trouvé. Impact de la stratégie de décodage sur la traduction de modalité radar-optique d’images de télédétection. GRETSI 2023 – XXIXème Colloque Francophone de Traitement du Signal et des Images, GRETSI – Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.929-932. ⟨hal-04191879⟩
Lucas Einig, Pierre Palud, Jocelyn Chanussot, Jérôme Pety, Emeric E. Bron, et al.. Réduction d’un modèle astrophysique par réseaux de neurones. GRETSI 2023 – XXIXème Colloque Francophone de Traitement du Signal et des Images, GRETSI – Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France. ⟨hal-04253770⟩
Jules Bourcier, Thomas Floquet, Gohar Dashyan, Tugdual Ceillier, Karteek Alahari, et al.. Self-Supervised Pretraining on Satellite Imagery: a Case Study on Label-Efficient Vehicle Detection. Conference on Artificial Intelligence for Defense (CAID) 2022, DGA Maîtrise de l’Information, Nov 2022, Rennes, France. ⟨hal-03823164⟩
Antoine Bralet, Abdourrahmane Atto, Jocelyn Chanussot, Emmanuel Trouve. Deep Learning of Radiometrical and Geometrical Sar Distorsions for Image Modality translations. ICIP 2022 – 29th IEEE International Conference on Image Processing (IEEE ICIP), Oct 2022, Bordeaux, France. pp.1766-1770, ⟨10.1109/ICIP46576.2022.9897713⟩. ⟨hal-03844839⟩
Tania Mcnamara, Mathieu Barthelemy, Jean-Louis Monin, Jocelyn Chanussot, Alexis Noe, et al.. QlevEr Sat: Using AI in a cubesat (6U) for Earth Observation. IAC 2022 – 73rd International Astronautical Congress, IAF, Sep 2022, Paris, France. ⟨hal-04752560⟩
Jules Bourcier, Gohar Dashyan, Jocelyn Chanussot, Karteek Alahari. Evaluating the Label Efficiency of Contrastive Self-Supervised Learning for Multi-Resolution Satellite Imagery. Image and Signal Processing for Remote Sensing XXVIII, SPIE, Sep 2022, Berlin, Germany. pp.122670K, ⟨10.1117/12.2636350⟩. ⟨hal-03812663⟩
Théo Bodrito, Alexandre Zouaoui, Jocelyn Chanussot, Julien Mairal. A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration. NeurIPS 2021 – 35th Annual Conference on Neural Information Processing Systems, Dec 2021, Sydney, Australia. pp.5430-5442, ⟨10.5555/3540261.3540676⟩. ⟨hal-03423559⟩
Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu, et al.. Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution. ECCV 2020 – 16th European Conference on Computer Vision, Aug 2020, Glasgow, United Kingdom. pp.208-224, ⟨10.1007/978-3-030-58526-6_13⟩. ⟨hal-03142195⟩
Eduardo Tusa, J.B Barré, J.M Monnet, Mauro Dalla Mura, Raphael Aussenac, et al.. Forest stand 3D segmentation at the tree level from fused airborne LiDAR and Hyperspectral data. IUFRO 2019 – XXV IUFRO World Congress 2019, Sep 2019, Curitiba, Brazil. pp.1. ⟨hal-02610073⟩
Maxime Vono, Javier R. Goicoechea, Pierre Gratier, Viviana Guzman, Annie Hughes, et al.. A Fully Bayesian Approach For Inferring Physical Properties With Credibility Intervals From Noisy Astronomical Data. WHISPERS 2019 – 10th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Sep 2019, Amsterdam, Netherlands. pp.1-5, ⟨10.1109/WHISPERS.2019.8920859⟩. ⟨hal-02569471⟩
Kuniaki Uto, Mauro Dalla Mura, Jocelyn Chanussot, Koichi Shinoda. Estimation of Diffuse Component of Global Radiation Based on Leaf-Scale Crop Images. IGARSS 2019 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.6263-6266, ⟨10.1109/igarss.2019.8898222⟩. ⟨hal-04880421⟩
Victor Parahyba, Regis Perrier, Eric de Borniol, Jocelyn Chanussot. Intensity Calibration of a MCT-APD Sensor for a Flash Lidar System. IGARSS 2019 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.8470-8473, ⟨10.1109/IGARSS.2019.8898333⟩. ⟨cea-04779935⟩
Christiane Weber, Thomas Houet, Sébastien Gadal, Rahim Aguejdad, Grzegorz Skupinski, et al.. HYEP HYperspectral imagery for Environmental urban Planning : principaux résultats. SFPT-GH 2019 – 7ème colloque scientifique du groupe hyperspectral de la SFPT-GH, ONERA – SFTP, Jul 2019, Toulouse, France. ⟨hal-02281003⟩
Eduardo Tusa, Anthony Laybros, Jean-Baptiste Barré, J.M. Monnet, Mauro Dalla Mura, et al.. Fusion of LiDAR and hyperspectral imaging for forest applications. EGU 2019 – European Geosciences Union General Assembly, Apr 2019, Vienne, Austria. pp.1. ⟨hal-02610076⟩
Edurne Ibarrola-Ulzurrun, Lucas Drumetz, Jocelyn Chanussot, Javier Marcello, Consuelo Gonzalo-Martin. Classification Using Unmixing Models in Areas With Substantial Endmember Variability. WHISPERS 2018 – 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Sep 2018, Amsterdam, France. pp.1-4, ⟨10.1109/WHISPERS.2018.8747096⟩. ⟨hal-02286003⟩
Edurne Ibarrala-Ulzurrun, Javier Marcello, Consuelo Gonzalo-Martin, Jocelyn Chanussot. Evaluation of Hyperspectral Classification Maps in Heterogeneous Ecosystem. IGARSS 2018 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valencia, Spain. ⟨10.1109/IGARSS.2018.8518308⟩. ⟨hal-01960736⟩
Huimin Yu, Zebin Wu, Jie Wei, Yang Xu, Jocelyn Chanussot, et al.. GPU Parallel Implementation of Gas Plume Detection in Hyperspectral Video Sequences. IGARSS 2018 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valencia, Spain. ⟨10.1109/IGARSS.2018.8518055⟩. ⟨hal-01960868⟩
Gemine Vivone, Rocco Restaino, Jocelyn Chanussot. A Study on Full Scale Injection Coefficients for Pansharpening. IGARSS 2018 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valencia, Spain. ⟨hal-01960816⟩
Xun Liu, Chenwei Deng, Baojun Zhao, Jocelyn Chanussot. Feature-Level Loss for Multispectral Pan-Sharpening with Machine Learning. IGARSS 2018 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valencia, Spain. ⟨10.1109/IGARSS.2018.8518692⟩. ⟨hal-01960807⟩
Edurne Ibarrola-Ulzurrun, Lucas Drumetz, Jocelyn Chanussot, Consuelo Gonzalo-Martin, Javier Marcello. Extended Linear Mixing Model in an Ecosytem with High Spectral Variability. IGARSS 2018 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valencia, Spain. ⟨10.1109/IGARSS.2018.8519128⟩. ⟨hal-01960693⟩
Kuniaki Uto, Mauro Dalla Mura, Jocelyn Chanussot. Spatial Resolution Enhancement of Optical Images Based on Tensor Decomposition. IGARSS 2018 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valencia, Spain. ⟨10.1109/IGARSS.2018.8518769⟩. ⟨hal-01960834⟩
Lucas Drumetz, Jocelyn Chanussot, A Iwasaki. Endmembers as Directional Data for Robust Material Variability Retrieval in Hyperspectral Image Unmixing. ICASSP 2018 – IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, Apr 2018, Calgary, Alberta, Canada. ⟨10.1109/ICASSP.2018.8462256⟩. ⟨hal-01800076⟩
Alexandre Tiard, Laurent Condat, Lucas Drumetz, Jocelyn Chanussot, Wotao Yin, et al.. Robust linear unmixing with enhanced sparsity. ICIP 2017 – 24th IEEE International Conference on Image Processing, Sep 2017, Beijing, China. ⟨10.1109/ICIP.2017.8296861⟩. ⟨hal-01656640⟩
Jocelyn Chanussot. Keynote 2: Opportunities and challenges in hyperspectral remote sensing. ICSIPA 2017 – IEEE International Conference on Signal and Image Processing Applications (ICSIPA), Sep 2017, Kuching, Malaysia. ⟨10.1109/ICSIPA.2017.8120566⟩. ⟨hal-01687749⟩
P. Addesso, Mauro Dalla Mura, L. Condat, R. Restaino, G. Vivone, et al.. Collaborative total variation for hyperspectral pansharpening. 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2017, Fort Worth, France. ⟨10.1109/IGARSS.2017.8127527⟩. ⟨hal-01687088⟩
Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot. Information Extraction by Blind Source Separation from Polarimetric SAR Data. IGARSS 2017 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2017, Fort Worth, United States. ⟨hal-01593486⟩
T. Masson, M. Mura, M. Dumont, Jocelyn Chanussot. Using time series to improve endmembers estimation on multispectral images for snow monitoring. 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2017, Fort Worth, France. ⟨10.1109/IGARSS.2017.8126937⟩. ⟨hal-01687777⟩
Blanca Priego, Richard Duro, Jocelyn Chanussot. Cellular Automata-Based Image Sequence Denoising Algorithm for Signal Dependent Noise. IWINAC 2017 – International Work-Conference on the Interplay Between Natural and Artificial Computation, Jun 2017, Coruna, Spain. pp.333 – 342, ⟨10.1007/978-3-319-59773-7_34⟩. ⟨hal-01687082⟩
Blanca Priego, Abraham Prieto, Richard Duro, Jocelyn Chanussot. Spatio-temporal cellular automata-based filtering for image sequence denoising. IJCNN 2017 – International Joint Conference on Neural Networks, May 2017, Anchorage, United States. ⟨10.1109/IJCNN.2017.7966142⟩. ⟨hal-01687773⟩
Xavier Briottet, Gregory P. Asner, Touria Bajjouk, Véronique Carrère, Sabine Chabrillat, et al.. European hyperspectral explorer : Hypex-2. Monitoring anthropogenic influences in critical zones. 10. EARSeL SIG Imaging Spectroscopy Workshop, Apr 2017, Zürich, Switzerland. 11 p. ⟨hal-02787953⟩
Lucas Drumetz, Guillaume Tochon, Miguel Angel Veganzones, Jocelyn Chanussot, Christian Jutten. Improved Local Spectral Unmixing of hyperspectral data using an algorithmic regularization path for collaborative sparse regression. ICASSP 2017 – IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, Mar 2017, New Orleans, United States. pp.6190-6194, ⟨10.1109/ICASSP.2017.7953346⟩. ⟨hal-01581521⟩
Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot. A comparison between real and complex Schott spherical symmetry test for PolSAR data analysis. ICASSP 2017 – IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2017, New Orleans, United States. pp.4277 – 4280, ⟨10.1109/ICASSP.2017.7952963⟩. ⟨hal-01546834⟩
Lucas Drumetz, Guillaume Tochon, Jocelyn Chanussot, Christian Jutten. Estimating the Number of Endmembers to Use in Spectral Unmixing of Hyperspectral Data with Collaborative Sparsity. LVA/ICA 2017 – 13th International Conference on Latent Variable Analysis and Signal Separation, Olivier Michel; Nadège Thirion-Moreau, Feb 2017, Grenoble, France. pp.381 – 391, ⟨10.1007/978-3-319-53547-0_36⟩. ⟨hal-01479420⟩
Travis Meyer, Lucas Drumetz, Jocelyn Chanussot, Andrea Bertozzi, Christian Jutten. Hyperspectral unmixing with material variability using social sparsity. ICIP 2016 – 23rd IEEE International Conference on Image Processing, IEEE, Sep 2016, Phoenix, United States. ⟨10.1109/ICIP.2016.7532746⟩. ⟨hal-01364247⟩
Yang Xu, Zebin Wu, Zhihui Wei, Mauro Dalla Mura, Jocelyn Chanussot, et al.. GAS plume detection in hyperspectral video sequence using low rank representation. ICIP 2016 – 23rd IEEE International Conference on Image Processing, Sep 2016, Phoenix, United States. ⟨10.1109/ICIP.2016.7532753⟩. ⟨hal-01442626⟩
Miguel Angel Veganzones, Jérémy E Cohen, Rodrigo Cabral Farias, Konstantin Usevich, Lucas Drumetz, et al.. Canonical polyadic decomposition of hyperspectral patch tensors. EUSIPCO 2016 – 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary. pp.2176-2180, ⟨10.1109/EUSIPCO.2016.7760634⟩. ⟨hal-01382362⟩
Guillaume Tochon, Delphine Pauwels, Mauro Dalla Mura, Jocelyn Chanussot. Unmixing-based gas plume tracking in LWIR hyperspectral video sequences. WHISPERS 2016 – 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Aug 2016, Los Angeles, CA, United States. ⟨hal-01356161⟩
Paolo Addesso, Mauro Dalla Mura, Laurent Condat, Rocco Restaino, G Vivone, et al.. Hyperspectral pansharpening using convex optimization and collaborative total variation regularization. WHISPERS 2016 – 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Aug 2016, Los Angeles, United States. ⟨hal-01399399⟩
Guillaume Tochon, Lucas Drumetz, Miguel Angel Veganzones, Mauro Dalla Mura, Jocelyn Chanussot. From local to global unmixing of hyperspectral images to reveal spectral variability. WHISPERS 2016 – 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Aug 2016, Los Angeles, CA, United States. ⟨hal-01356156⟩
Miguel Angel Veganzones, Sylvain Douté, Jérémy E Cohen, Rodrigo Cabral Farias, Jocelyn Chanussot, et al.. Nonnegative CP decomposition of multiangle hyperspectral data: a case study on CRISM observations of martian icy surface. WHISPERS 2016 – 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Aug 2016, Los Angeles, CA, United States. ⟨hal-01382360⟩
Lucas Drumetz, Jocelyn Chanussot, Christian Jutten. Variability of the endmembers in spectral unmixing: recent advances. WHISPERS 2016 – 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Aug 2016, Los Angeles, United States. ⟨hal-01358368⟩
Wenzhi Liao, Mauro Dalla Mura, Xin Huang, Jocelyn Chanussot, Gautama Sidharta, et al.. LiDAR information extraction by attribute filters with partial reconstruction. IGARSS 2016 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2016, Beijing, China. pp.1484-1487, ⟨10.1109/IGARSS.2016.7729379⟩. ⟨hal-01442565⟩
Daniele Picone, Rocco Restaino, Gemine Vivone, Paolo Addesso, Jocelyn Chanussot. Pansharpening of hyperspectral images: Exploiting data acquired by multiple platforms. IGARSS 2016 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2016, Beijing, China. pp.7220-7223, ⟨10.1109/IGARSS.2016.7730883⟩. ⟨hal-01442566⟩
Alessandro Chiancone, Stéphane Girard, Jocelyn Chanussot. Collaborative Sliced Inverse Regression. YSM 2015 – 20th Young Statisticians Meeting, Oct 2015, Vorau, Austria. ⟨hal-01221010⟩
Lucas Drumetz, Simon Henrot, Miguel Angel Veganzones, Jocelyn Chanussot, Christian Jutten. Démélange aveugle d’images hyperspectrales à l’aide d’un modèle linéaire étendu tenant compte de la variabilité spectrale. GRETSI 2015 – XXVème Colloque francophone de traitement du signal et des images, Sep 2015, Lyon, France. ⟨hal-01236637⟩
Guillaume Tochon, Mauro Dalla Mura, Jocelyn Chanussot. Segmentation hiérarchique d’images multimodales. GRETSI 2015 – XXVème Colloque francophone de traitement du signal et des images, Sep 2015, Lyon, France. ⟨hal-01199232⟩
Miguel Angel Veganzones, Jérémy E Cohen, Rodrigo Cabral Farias, Ruben Marrero, Jocelyn Chanussot, et al.. Multilinear spectral unmixing of hyperspectral multiangle images. EUSIPCO 2015 – 23th European Signal Processing Conference, IEEE Signal Processing Society, Aug 2015, Nice, France. pp.749-753. ⟨hal-01158900⟩
Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot, Nikola Besic. Evaluation of ICA based ICTD for PolSAR data analysis in tropical forest scenario. IGARSS 2015 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2015, Milan, Italy. pp.3786-3789, ⟨10.1109/IGARSS.2015.7326648⟩. ⟨hal-01246543⟩
Haris Ahmad Khan, Muhammad Murtaza Khan, Khurram Khurshid, Jocelyn Chanussot. Saliency based visualization of hyper-spectral images. IGARSS 2015 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2015, Milan, Italy. pp.1096-1099, ⟨10.1109/IGARSS.2015.7325961⟩. ⟨hal-01672533⟩
Mauro Dalla Mura, Gemine Vivone, Rocco Restaino, Paolo Addesso, Jocelyn Chanussot. Global and local Gram-Schmidt methods for hyperspectral pansharpening. IGARSS 2015 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2015, Milan, Italy. pp.37 – 40, ⟨10.1109/IGARSS.2015.7325691⟩. ⟨hal-01246566⟩
Gemine Vivone, R. Restaino, Mauro Dalla Mura, Jocelyn Chanussot. Multi-band semiblind deconvolution for pansharpening applications. IGARSS 2015 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2015, Milan, Italy. ⟨10.1109/IGARSS.2015.7325692⟩. ⟨hal-01246596⟩
Gemine Vivone, P Braca, Karl Granstrom, Antonio Natale, Jocelyn Chanussot. Converted measurements random matrix approach to extended target tracking using X-band marine radar data. FUSION 2015 – 18th International Conference on Information Fusion, Jul 2015, Washington, DC, United States. pp.976-983. ⟨hal-01246581⟩
Lucas Drumetz, Mauro Dalla Mura, Samuel Meulenyzer, Sébastien Lombard, Jocelyn Chanussot. Semi-automatic classification of cementitious materials using Scanning Electron Microscope images. QCAV 2015 – 12th International Conference on Quality Control by Artificial Vision, Jun 2015, Le Creusot, France. ⟨10.1117/12.2182762⟩. ⟨hal-01164939⟩
Giorgio Licciardi, Miguel Angel Veganzones, G Vivone, Laëtitia Loncan, Jocelyn Chanussot. Impact of Hybrid Pansharpening Approaches Applied to Hyperspectral Images. WHISPERS 2015 – 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2015, Tokyo, Japan. ⟨10.1109/WHISPERS.2015.8075402⟩. ⟨hal-01121191⟩
Lucas Drumetz, Simon Henrot, Miguel Angel Veganzones, Jocelyn Chanussot, Christian Jutten. Blind hyperspectral unmixing using an Extended Linear Mixing Model to address spectral variability. WHISPERS 2015 – 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2015, Tokyo, Japan. ⟨hal-01165114⟩
Guillaume Tochon, Mauro Dalla Mura, Jocelyn Chanussot. Segmentation of Multimodal Images based on Hierarchies of Partitions. ISMM 2015 – 12th International Symposium on Mathematical Morphology, May 2015, Reykjavik, Iceland. pp.241-252. ⟨hal-01138506⟩
Miguel Angel Veganzones, Mauro Dalla Mura, Guillaume Tochon, Jocelyn Chanussot. Binary Partition Trees-based spectral-spatial permutation ordering. ISMM 2015 – 12th International Symposium on Mathematical Morphology, May 2015, Reykjavik, Iceland. pp.434-445, ⟨10.1007/978-3-319-18720-4_37⟩. ⟨hal-01121187⟩
Leandro Pralon, Nikola Besic, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot. Evaluation of Multilook Effect in ICA Based ICTD for PolSAR Data Analysis. POLinSAR 2015 – 7th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2015, Frascati, Italy. ⟨hal-01257893⟩
Alessandro Chiancone, Stéphane Girard, Jocelyn Chanussot. Collaborative Sliced Inverse Regression. Rencontres d’Astrostatistique, Nov 2014, Grenoble, France. ⟨hal-01086931⟩
François Cokelaer, Mauro Dalla Mura, Hugues Talbot, Jocelyn Chanussot. Selective and robust d-dimensional path operators. ICIP 2014 – 21st IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.4767-4771, ⟨10.1109/ICIP.2014.7025966⟩. ⟨hal-01128471⟩
Giorgio Antonino Licciardi, Jocelyn Chanussot, Gabriel Vasile, A. Piscini. Enhancing Hyperspectral Image Quality using Nonlinear PCA. ICIP 2014 – 21st IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.5. ⟨hal-01065843⟩
Miguel Angel Veganzones, Joana Frontera-Pons, Frédéric Pascal, Jean-Philippe Ovarlez, Jocelyn Chanussot. Binary partition trees-based robust adaptive hyperspectral RX anomaly detection. ICIP 2014 – 21st IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.n/c, ⟨10.1109/ICIP.2014.7026028⟩. ⟨hal-01010392⟩
Miguel Angel Veganzones, Miguel Simoes, Giorgio Antonino Licciardi, José M. Bioucas-Dias, Jocelyn Chanussot. Hyperspectral super-resolution of locally low rank images from complementary multisource data. ICIP 2014 – 21st IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.n/c, ⟨10.1109/ICIP.2014.7025141⟩. ⟨hal-01010408⟩
Mauro Dalla Mura, G Vivone, R. Restaino, Jocelyn Chanussot. Context-adaptive Pansharpening based on binary partition tree segmentation. ICIP 2014 – 21st IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.3924-3928, ⟨10.1109/ICIP.2014.7025797⟩. ⟨hal-01128434⟩
Razmig Kéchichian, Carole Amiot, Christian Girard, Jérémie Pescatore, Jocelyn Chanussot, et al.. Image denoising using contextual modeling of curvelet coefficients. ICIP 2014 – 21st IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.2659-2663, ⟨10.1109/ICIP.2014.7025538⟩. ⟨hal-01128450⟩
Mauro Dalla Mura, S Prasad, Fabio Pacifici, Paolo Gamba, Jocelyn Chanussot. Challenges and opportunities of multimodality and Data Fusion in Remote Sensing. EUSIPCO 2014 – 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. ⟨hal-01128431⟩
Mathieu Fauvel, Carole Planque, David Sheeren, Mauro Dalla Mura, François Cokelaer, et al.. Robust path opening versus path opening for the detection of hedgerows in rural landscapes. IGARSS 2014, International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec, Canada. 4 p. ⟨hal-02797262⟩
M.R. Vicinanza, R. Restaino, G Vivone, Mauro Dalla Mura, Giorgio Antonino Licciardi, et al.. A method for improving the consistency property of pansharpening algorithms. IGARSS 2014 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Québec, Canada. ⟨10.1109/IGARSS.2014.6946989⟩. ⟨hal-01128392⟩
Joana Frontera-Pons, Miguel Angel Veganzones, Santiago Velasco-Forero, Frédéric Pascal, Jean-Philippe Ovarlez, et al.. Robust anomaly detection in hyperspectral imaging. IGARSS 2014 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Québec, Canada. ⟨10.1109/IGARSS.2014.6947518⟩. ⟨hal-01010418⟩
Gemine Vivone, Luciano Alparone, Jocelyn Chanussot, Mauro Dalla Mura, Andrea Garzelli, et al.. A critical comparison of pansharpening algorithms. IGARSS 2014 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec, Canada. pp.191-194. ⟨hal-01024987⟩
Véronique Carrère, Xavier Briottet, Stéphane Jacquemoud, Rodolphe Marion, Anne Bourguignon, et al.. The French EO high spatial resolution hyperspectral dual mission – an update. IGARSS 2014 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Québec, Canada. ⟨hal-02801836⟩
Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic, Alexandre Girard, et al.. Analysis of supplementary information emerging from the ICA based ICTD. IGARSS 2014 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Québec, Canada. pp.4. ⟨hal-01065785⟩
Miguel Angel Veganzones, Mauro Dalla Mura, Marie Dumont, Isabella Zin, Jocelyn Chanussot. Improved subpixel monitoring of seasonal snow cover: a case study in the Alps. IGARSS 2014 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Québec, Canada. pp.n/c, ⟨10.1109/IGARSS.2014.6947356⟩. ⟨hal-01010423⟩
G Vivone, R. Restaino, Giorgio Antonino Licciardi, Mauro Dalla Mura, Jocelyn Chanussot. MultiResolution Analysis and Component Substitution techniques for hyperspectral Pansharpening. IGARSS 2014 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Québec, Canada. pp.2649-2652, ⟨10.1109/IGARSS.2014.6947018⟩. ⟨hal-01128453⟩
Giorgio Antonino Licciardi, Miguel Angel Veganzones, Miguel Simoes, José M. Bioucas-Dias, Jocelyn Chanussot. Super-resolution of hyperspectral images using local spectral unmixing. WHISPERS 2014 – 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2014, Lausanne, Switzerland. pp.n/c. ⟨hal-01010428⟩
Miguel Angel Veganzones, Lucas Drumetz, Guillaume Tochon, Mauro Dalla Mura, Antonio Plaza, et al.. A New Extended Linear Mixing Model to Address Spectral Variability. WHISPERS 2014 – 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2014, Lausanne, Switzerland. pp.n/c. ⟨hal-01010424⟩
Guillaume Tochon, Jocelyn Chanussot, Jérôme Gilles, Mauro Dalla Mura, Jen-Mei Chang, et al.. Gas Plume Detection and Tracking in Hyperspectral Video Sequences using Binary Partition Trees. WHISPERS 2014 – 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2014, Lausanne, Switzerland. ⟨hal-01052719⟩
Lucas Drumetz, Miguel Angel Veganzones, Ruben Marrero, Guillaume Tochon, Mauro Dalla Mura, et al.. Binary partition tree-based local spectral unmixing. WHISPERS 2014 – 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2014, Lausanne, Switzerland. pp.n/c. ⟨hal-01010427⟩
Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre, Pierre Borgnat. A new nonparametric method for testing stationarity based on trend analysis in the time marginal distribution. ICASSP 2014 – IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. pp.320-324, ⟨10.1109/ICASSP.2014.6853610⟩. ⟨hal-01128405⟩
Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre. On selecting relevant intrinsic mode functions in empirical mode decomposition: An energy-based approach. ICASSP 2014 – IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. pp.325-329, ⟨10.1109/ICASSP.2014.6853611⟩. ⟨hal-01128464⟩
Manuel Cubero-Castan, Jocelyn Chanussot, X.. Briottet, M. Shimoni, Véronique Achard. An unmixing-based method for the analysis of thermal hyperspectral images. ICASSP 2014 – IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. pp.7809-7813, ⟨10.1109/ICASSP.2014.6855120⟩. ⟨hal-01128418⟩
V. Carrere, Xavier Briottet, Stéphane Jacquemoud, Rodolphe Marion, Anne Bourguignon, et al.. The French proposal for a high spatial resolution hyperspectral mission. European Geosciences Union General Assembly 2014, Apr 2014, Vienne, Australia. ⟨hal-02741753⟩
Romain Dambreville, Philippe Blanc, Jocelyn Chanussot, Dider Boldo, Stéphanie Dubost. Very short term forecasting of the Global Horizontal Irradiance through Helioclim maps. IREC 2014 – 5th International Renewable Energy Congress, Mar 2014, Hammamet, Tunisia. 6 p. – ISBN 978-1-4799-2196-6, ⟨10.1109/IREC.2014.6826905⟩. ⟨hal-01027473⟩
Blanca Priego, Miguel Angel Veganzones, Jocelyn Chanussot, Carole Amiot, Abraham Prieto, et al.. Spatio-temporal cellular automata-based filtering for image sequence denoising: Application to fluoroscopic sequences. ICIP 2013 – 20th IEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.548-552, ⟨10.1109/ICIP.2013.6738113⟩. ⟨hal-01010401⟩
Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio Plaza, Jocelyn Chanussot. Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation. ICIP 2013 – 20th IEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.245-249, ⟨10.1109/ICIP.2013.6738051⟩. ⟨hal-01010351⟩
Gabriel Vasile, Nikola Besic, Andrei Anghel, Cornel Ioana, Jocelyn Chanussot. Sphericity of Complex Stochastic Models in Multivariate SAR Images. IGARSS 2013 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.2994-2997. ⟨hal-00974709⟩
Joana Frontera-Pons, Jean-Philippe Ovarlez, Frédéric Pascal, Jocelyn Chanussot. Performance Analysis of Robust Detectors for Hyperspectral Imaging. IGARSS 2013 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.1-4, ⟨10.1109/IGARSS.2013.6721348⟩. ⟨hal-00934285⟩
Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio Plaza, Jocelyn Chanussot. A comparison study between windowing and binary partition trees for hyperspectral image information mining. IGARSS 2013 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.4375-4378, ⟨10.1109/IGARSS.2013.6723804⟩. ⟨hal-01010359⟩
Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic, Didier Boldo, et al.. Wet snow backscattering sensitivity on density change for SWE estimation. IGARSS 2013 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.1174-1177. ⟨hal-00852099⟩
Pierre Formont, Miguel Angel Veganzones, Joana Frontera-Pons, Frédéric Pascal, Jean-Philippe Ovarlez, et al.. CFAR Hierarchical Clustering of Polarimetric SAR Data. IGARSS 2013 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.2461-2464, ⟨10.1109/IGARSS.2013.6723319⟩. ⟨hal-01010367⟩
Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic, Didier Boldo, et al.. Independent component analysis within polarimetric incoherent target decomposition. IGARSS 2013 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.4158-4161. ⟨hal-00852109⟩
Miguel Angel Veganzones, Joana Frontera-Pons, Jocelyn Chanussot, Jean-Philippe Ovarlez. On the use of the Hotelling’s T2 statistic for the hierarchical clustering of hyperspectral data. WHISPERS 2013 – 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2013, Gainesville, United States. pp.n/c, ⟨10.1109/WHISPERS.2013.8080647⟩. ⟨hal-01010382⟩
Pierre Formont, Miguel Angel Veganzones, Joana Frontera-Pons, Frédéric Pascal, Jean-Philippe Ovarlez, et al.. CFAR Clustering of Polarimetric SAR Data. SONDRA – 3rd SONDRA Workshop, Jun 2013, Hyères – La Londe les Maures, France. ⟨hal-00935540⟩
Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic. Poincare Sphere Representation Of Independent Scattering Sources: Application On Distributed Targets. POLinSAR 2013 – 6th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2013, Frascati, Italy. 7 p. (session 2 / paper 7). ⟨hal-00862427⟩
Giorgio Antonino Licciardi, M.M. Khan, Jocelyn Chanussot. Fusion of hyperspectracl and panchromatic images: a hybrid use of indusion and nonlinear PCA. ICIP 2012 – 19th IEEE International Conference on Image Processing, Sep 2012, Orlando, Floride, United States. pp.2133-2136, ⟨10.1109/ICIP.2012.6467314⟩. ⟨hal-00799633⟩
Giorgio Antonino Licciardi, Ruggero G. Avezzano, Fabio del Frate, Giovanni Schiavon, Jocelyn Chanussot. Polarimetric sar target decomposition based on nonlinear decorrelation. TyWRRS 2012 – 2012 Tyrrhenian Workshop on Advances in Radar and Remote Sensing, Sep 2012, Naples, Italy. pp.283-287, ⟨10.1109/TyWRRS.2012.6381143⟩. ⟨hal-00799646⟩
Panagiota Matsuka, Jocelyn Chanussot, Erwan Pathier, Philippe Guéguen. A support vector regression approach for building seismic vulnerability assessment and evaluation from remote sensing and in-situ data. IGARSS 2012 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.7533-7536, ⟨10.1109/IGARSS.2012.6351888⟩. ⟨hal-00799665⟩
S. Klemenjak, Bjorn Waske, Silvia Valero, Jocelyn Chanussot. Unsupervised river detection in RapidEye-data. IGARSS 2012 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.6860-6863, ⟨10.1109/IGARSS.2012.6352587⟩. ⟨hal-00799722⟩
Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic, Jean-Pierre Dedieu, et al.. Dry snow backscattering sensivity on density change for SWE estimation. IGARSS 2012 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.4418-4421, ⟨10.1109/IGARSS.2012.6350393⟩. ⟨hal-00726925v2⟩
Joana Frontera-Pons, Mélanie Mahot, Jean-Philippe Ovarlez, Frédéric Pascal, Sze Kim Pang, et al.. A class of Robust Estimates for Detection in Hyperspectral Images using Elliptical Distributions Backgroung. IGARSS 2012 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.4166 – 4169, ⟨10.1109/IGARSS.2012.6350938⟩. ⟨hal-00781727⟩
Guillaume Tochon, Jean-Baptiste Feret, Roberta Martin, Raul Tupayachi, Jocelyn Chanussot, et al.. Binary partition tree as a hyperspectral segmentation tool for tropical rainforests. IGARSS 2012 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.6368-6371, ⟨10.1109/IGARSS.2012.6352716⟩. ⟨hal-00799668⟩
Giorgio Antonino Licciardi, Xavier Ceamanos, Sylvain Douté, Jocelyn Chanussot. Unsupervised nonlinear spectral unmixing by means of NLPCA applied to hyperspectral imagery. IGARSS 2012 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.1369-1372, ⟨10.1109/IGARSS.2012.6351281⟩. ⟨hal-00799688⟩
Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic, Jean-Philippe Ovarlez, et al.. Stochastically based wet snow mapping with SAR data. IGARSS 2012 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.4859-4862, ⟨10.1109/IGARSS.2012.6352524⟩. ⟨hal-00726937v2⟩
Giorgio Antonino Licciardi, Alberto Villa, M.M. Khan, Jocelyn Chanussot. Image fusion and spectral unmixing of hyperspectral images for spatial improvement of classification maps. IGARSS 2012 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.7290-7293, ⟨10.1109/IGARSS.2012.6351978⟩. ⟨hal-00799684⟩
Bin Luo, Sylvain Douté, Xavier Ceamanos, Jocelyn Chanussot, Liangpei Zhang. Extraction of minerals on the south pole of the planet Mars by unsupervised linear unmixing of hyperspectral images. IGARSS 2012 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.3050-3053, ⟨10.1109/IGARSS.2012.6350782⟩. ⟨hal-00799654⟩
Samuel Grosdidier, Silvia Valero, Jocelyn Chanussot, R. Fjortoft. River network detection on simulated swot images based on curvilinear denoising and morphological global detection. IGARSS 2012 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.5454-5457, ⟨10.1109/IGARSS.2012.6352372⟩. ⟨hal-00799729⟩
Yousra Javed, Muhammad Murtaza Khan, Jocelyn Chanussot. Population Density estimation Using textons. IGARSS 2012 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.2206-2209, ⟨10.1109/IGARSS.2012.6351062⟩. ⟨hal-00799704⟩
Naoto Yokoya, Jocelyn Chanussot, Akira Iwasaki. Generalized bilinear model based nonlinear unmixing using semi-nonnegative matrix factorization. IGARSS 2012 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.1365-1368, ⟨10.1109/IGARSS.2012.6351282⟩. ⟨hal-00799660⟩
Xiyan He, Laurent Condat, Jocelyn Chanussot, Junshi Xia. Pansharpening using total variation regularization. IGARSS 2012 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.166-169, ⟨10.1109/IGARSS.2012.6351611⟩. ⟨hal-00799716⟩
Mathieu Fauvel, David Sheeren, Jocelyn Chanussot, Jon Atli Benediktsson. Hedges detection using local directional features and support vector data description. IGARSS 2012 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.2320-2323, ⟨10.1109/IGARSS.2012.6351030⟩. ⟨hal-00799676⟩
Peijun Du, Junshi Xia, Jocelyn Chanussot, Xiyan He. Hyperspectral remote sensing image classification based on the integration of support vector machine and random forest. IGARSS 2012 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.174-177, ⟨10.1109/IGARSS.2012.6351609⟩. ⟨hal-00799693⟩
Joana Frontera-Pons, Mélanie Mahot, Jean-Philippe Ovarlez, Frédéric Pascal, Jocelyn Chanussot. Robust Detection using M- estimators for Hyperspectral Imaging. WHISPERS 2012 – 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2012, Shanghai, China. ⟨10.1109/WHISPERS.2012.6874335⟩. ⟨hal-00780777⟩
Jocelyn Chanussot, Mauro Dalla Mura, Michel Gay, Gabriel Vasile. Les activités en télédétection au sein de GIPSA-lab. Journée nationale de photogrammétrie et télédétection, May 2012, Grenoble, France. ⟨hal-00798014⟩
Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre, Pierre Borgnat. A modified time-frequency method for testing wide-sense stationarity. ICASSP 2012 – IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, Japan. pp.3409-3412, ⟨10.1109/ICASSP.2012.6288648⟩. ⟨hal-00799735⟩
Gabriele Cavallaro, Benoit Arbelot, Mathieu Fauvel, Mauro Dalla Mura, Jon Atli Benediktsson, et al.. Detection of hedges based on attribute filters. IS&T/SPIE Electronic Imaging: Science and Technology, Jan 2012, San Francisco, United States. pp.853712-1 853712-9. ⟨hal-00798592⟩
François Cokelaer, Mauro Dalla Mura, Jocelyn Chanussot. Hierarchical Watershed Segmentation Based On Gradient Image Simplification. IS&T/SPIE Electronic Imaging: Science and Technology, Jan 2012, San Francisco, CA, United States. pp.85371O-1 85371O-6. ⟨hal-00798591⟩
Kathryn Bernard, Yuliya Tarabalka, J. Anugulo, Jocelyn Chanussot, Jon Atli Benediktsson. Stochastic Minimum Spanning Forest Approach for Spectral-Spatial Classification of Hyperspectral Images. ICIP 2011 – 18th IEEE International Conference on Image Processing, Sep 2011, Bruxelles, Belgium. pp.n/a. ⟨hal-00696037⟩
Silvia Valero, Philippe Salembier, Jocelyn Chanussot. Hyperspectral image segmentation using Binary Partition Trees. ICIP 2011 – 18th IEEE International Conference on Image Processing, Sep 2011, Bruxelles, Belgium. pp.n/a. ⟨hal-00696035⟩
Kevin Bernard, Yuliya Tarabalka, Jesus Angulo, Jocelyn Chanussot, Jon Atli Benediktsson. A Stochastic Minimum Spanning Forest approach for spectral-spatial classification of hyperspectral images. ICIP 2011 – 18th IEEE International Conference on Image Processing, Sep 2011, Bruxelles, Belgium. pp.1265-1268, ⟨10.1109/ICIP.2011.6115664⟩. ⟨hal-00833516⟩
Florin-Marian Birleanu, Cornel Ioana, Cedric Gervaise, Alexandru Serbanescu, Jocelyn Chanussot. Caractérisation des signaux transitoires par l’analyse des récurrences de phase. GRETSI 2011 – XXIIIème Colloque francophone de traitement du signal et des images, Sep 2011, Bordeaux, France. pp.n.c. ⟨hal-00640017⟩
Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, David Sheeren, Jon Atli Benediktsson. Noyau de mahalanobis pour la classification d’images hyperspectrales: cartographie du frêne dans les Hautes-Pyrénées. GRETSI – 23. Colloque sur le traitement du signal et des images, Sep 2011, Bordeaux, France. 4p. ⟨hal-02750151⟩
Xavier Ceamanos, Sylvain Douté, Bin Luo, Frédéric Schmidt, Gwenaël Jouannic, et al.. Blind source separation of hyperspectral data in planetary remote sensing: extraction and validation. IGARSS 2011 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. Paper 2176. ⟨hal-00696049⟩
Bin Luo, C. Yang, Jocelyn Chanussot. Linear unmixing of multidate hyperspectral imagery for crop yield estimation. IGARSS 2011 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.1573-1576, ⟨10.1109/IGARSS.2011.6049371⟩. ⟨hal-00696051⟩
Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson, Christian Jutten. Unsupervised classification and spectral unmixing for sub-pixel labelling. IGARSS 2011 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.n/a. ⟨hal-00696045⟩
Philippe Salembier, Silvia Valero, Jocelyn Chanussot, C. Cuadras. New Binary Partition Tree construction for hyperspectral images: application to object detection. IGARSS 2011 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.n/a. ⟨hal-00696055⟩
Paolo Gamba, Alberto Villa, Antonio Plaza, Jocelyn Chanussot, Jon Atli Benediktsson. Urban area product simulation for satellite hyperspectral sensors. IGARSS 2011 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. ⟨hal-00696041⟩
Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson. Mahalanobis kernel based on probabilistic principal component. IGARSS 2011 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.3907-3910, ⟨10.1109/IGARSS.2011.6050085⟩. ⟨hal-00696052⟩
Giorgio Antonino Licciardi, Muhammad Murtaza Khan, Jocelyn Chanussot, Annick Montanvert, Laurent Condat, et al.. Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction. IGARSS 2011 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.1783-1786, ⟨10.1109/IGARSS.2011.6049466⟩. ⟨hal-00696054⟩
Fabio Pacifici, Jocelyn Chanussot, J.Q. Du. Outcome of the 2011 GRSS data fusion contest: exploiting WorldView-2 multi-angular acquisitions. IGARSS 2011 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. ⟨hal-00696039⟩
Jon Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, Mauro Dalla Mura, Philippe Salembier, et al.. Hierarchical analysis of remote sensing data: morphological attribute profiles and binary partition trees. ISMM 2011 – 10th International Symposium on Mathematical Morphology, Jul 2011, Intra, Italy. pp.306-319, ⟨10.1007/978-3-642-21569-8_27⟩. ⟨hal-00696056⟩
Florin-Marian Birleanu, Cornel Ioana, Cedric Gervaise, Jocelyn Chanussot, Alexandru Serbanescu, et al.. On the recurrence plot analysis method behaviour under scaling transform. SSP 2011 – 2011 IEEE Workshop on Statistical Signal Processing, Jun 2011, Nice, France. pp.789 – 792. ⟨hal-00640002⟩
Florin-Marian Birleanu, Cornel Ioana, Alexandru Serbanescu, Jocelyn Chanussot. On the transient signal characterization using phase space trajectory dynamics. ICASSP 2011 – IEEE International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.3844-3847. ⟨hal-00985503⟩
Yuliya Tarabalka, James Tilton, Jon Atli Benediktsson, Jocelyn Chanussot. Marker-based hierarchical segmentation and classification approach for hyperspectral imagery. ICASSP 2011 – IEEE International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.1089-1092, ⟨10.1109/ICASSP.2011.5946597⟩. ⟨hal-00696060⟩
Florin-Marian Birleanu, Cornel Ioana, Alexandru Serbanescu, Jocelyn Chanussot. A time-distributed phase space histogram for detecting transient signals. ICASSP 2011 – IEEE International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.3844-3847. ⟨hal-00639986⟩
F. Schmidt, X. Ceamanos, S. Douté, B. Luo, G. Jouannic, et al.. Spectral unmixing for planetary exploration applied to CRISM/MRO hyperspectral imagery. 42nd Lunar & Planetary Institute Science Conference, Mar 2011, The Woodlands, Houston, Texas, United States. ⟨hal-00576773⟩
Bin Luo, Muhammad M. Khan, Thibaut Bienvenu, Jocelyn Chanussot. Pansharpening with a decision fusion based on the local size information. ICIP 2010 – 17th IEEE International Conference on Image Processing, Sep 2010, Hong Kong, Hong Kong SAR China. conference proceedings. ⟨hal-00578964⟩
Bin Luo, Jocelyn Chanussot. Geometrical features for the classification of very high resolution multispectral remote-sensing images. ICIP 2010 – 17th IEEE International Conference on Image Processing, Sep 2010, Hong Kong, Hong Kong SAR China. conference proceedings. ⟨hal-00578965⟩
Silvia Valero, Philippe Salembier, Jocelyn Chanussot. Comparison of merging orders and pruning strategies for binary partition tree in hyperspectral data. ICIP 2010 – 17th IEEE International Conference on Image Processing, Sep 2010, Hong Kong, Hong Kong SAR China. conference proceedings. ⟨hal-00578963⟩
Jean-Matthieu Monnet, Eric Mermin, Jocelyn Chanussot, Frédéric Berger. Estimation of forestry parameters in mountainous coppice stands using airborne laser scanning. Silvilaser 2010 – 10th International Conference on LiDAR Applications for Assessing Forest Ecosystems (Silvilaser 2010), Sep 2010, Freiburg, Germany. 8 p. ⟨hal-00523248⟩
Jean-Matthieu Monnet, Eric Mermin, Jocelyn Chanussot, Frédéric Berger. Tree top detection using local maxima filtering: a parameter sensitivity analysis. Silvilaser 2010 – 10th International Conference on LiDAR Applications for Assessing Forest Ecosystems (Silvilaser 2010), Sep 2010, Freiburg, Germany. 9 p. ⟨hal-00523245⟩
Bin Luo, Chenghai Yang, Jocelyn Chanussot. Unsupervised linear unmixing of hyperspectral image for crop yield estimation. IGARSS 2010 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, Hawaii, United States. conference proceedings. ⟨hal-00578953⟩
Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson, M. Ulfarsson, Christian Jutten. Super-resolution: an efficient method to improve spatial resolution of hyperspectral images. IGARSS 2010 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, Hawaii, United States. conference proceedings. ⟨hal-00578956⟩
Jean-Matthieu Monnet, Frédéric Berger, Jocelyn Chanussot. Support vector machines regression for estimation of forest parameters from airborne laser scanning data. IGARSS 2010 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, Hawaii, United States. pp.2711 – 2714, ⟨10.1109/IGARSS.2010.5651702⟩. ⟨hal-00521400⟩
Silvia Valero, Philippe Salembier, Jocelyn Chanussot. New hyperspectral data representation using binary partition tree. IGARSS 2010 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, Hawaii, United States. conference proceedings. ⟨hal-00578960⟩
Yuliya Tarabalka, Jon Atli Benediktsson, James Tilton, Jocelyn Chanussot. A multiple classifier approach for spectral-spatial classification of hyperspectral data. IGARSS 2010 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, Hawaii, United States. conference proceedings. ⟨hal-00578917⟩
Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson. Mahalanobis kernel for the classification of hyperspectral images. IGARSS 2010 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, Hawaii, United States. pp.3724-3727, ⟨10.1109/IGARSS.2010.5651956⟩. ⟨hal-00578952⟩
Bin Luo, Xavier Ceamanos, Sylvain Douté, Jocelyn Chanussot. Martian aerosol abundance estimation based on unmixing of hyperspectral imagery. WHISPERS 2010 – 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2010, Reykjavic, Iceland. conference proceedings. ⟨hal-00578910⟩
Alberto Villa, Jon Atli Benediktsson, Jocelyn Chanussot, Christian Jutten. Independent component discriminant analysis for hyperspectral image classification. WHISPERS 2010 – 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2010, Reykjavik, Iceland. conference proceedings. ⟨hal-00578911⟩
Mauro Dalla Mura, Alberto Villa, Jon Atli Benediktsson, Jocelyn Chanussot, Lorenzo Bruzzone. Classification of hyperspectral images by using morphological attribute filters and independent component analysis. WHISPERS 2010 – 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2010, Reykjavik, Iceland. conference proceedings. ⟨hal-00578909⟩
Jean-Matthieu Monnet, Eric Mermin, Jocelyn Chanussot, Frédéric Berger. Using airborne laser scanning to assess forest protection function against rockfall. Interpraevent International Symposium in Pacific Rim, Apr 2010, Taipei, Taiwan. p. 586 – p. 594. ⟨hal-00504706⟩
Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson, Christian Jutten. Supervised super resolution to improve the resolution of hyperspectral images classification maps. SPIE Remote Sensing Europe, 2010, -, France. conference proceedings. ⟨hal-00578962⟩
Bin Luo, Jocelyn Chanussot. Unsupervised classification of hyperspectral images by using linear unmixing algorithm. ICIP 2009 – 16th IEEE International Conference on Image Processing, Nov 2009, Le Caire, Egypt. CD rom proceedings. ⟨hal-00449450⟩
Bin Luo, Jocelyn Chanussot, Sylvain Douté. Unsupervised Endmember Extraction: Application to hyperspectral images from Mars. ICIP 2009 – 16th IEEE International Conference on Image Processing, Nov 2009, Le Caire, Egypt. CD rom proceedings. ⟨hal-00449452⟩
Muhammad M. Khan, Jocelyn Chanussot, Luciano Alparone. Pansharpening of hyperspectral images using spatial distortion optimization. ICIP 2009 – 16th IEEE International Conference on Image Processing, Nov 2009, Le Caire, Egypt. CD rom proceedings. ⟨hal-00449449⟩
Silvia Valero, Jocelyn Chanussot, Jon Atli Benediktsson, H. Talbot, Bjorn Waske. Directional mathematical morphology for the detection of the road network in very high resolution remote sensing images. ICIP 2009 – 16th IEEE International Conference on Image Processing, Nov 2009, Le Caire, Egypt. CD rom proceedings. ⟨hal-00449448⟩
Silvia Valero, Jocelyn Chanussot, Jon Atli Benediktsson, Hugues Talbot, Bjorn Waske. Directional Mathematical Morphology For the detection of the road network in very high resolution remote sensing images. International Conference on Image Processing (ICIP’09), Nov 2009, Cairo, Egypt, France. pp.3725-3728. ⟨hal-00622437⟩
Silvia Valero, Jocelyn Chanussot, Jon Atli Benediktsson, Hugues Talbot. Détection automatique du réseau vasculaire rétinien basée sur la morphologie directionnelle et la fusion de décision. GRETSI 2009, Sep 2009, Dijon, France, France. pp.1-4. ⟨hal-00622436⟩
Santiago Velasco-Forero, Jesus Angulo, Jocelyn Chanussot. Morphological image distances for hyperspectral dimensionality exploration using Kernel-PCA and ISOMAP. IGARSS 2009 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. pp.III-109 – III-112, ⟨10.1109/IGARSS.2009.5418063⟩. ⟨hal-00904096⟩
Jesus Angulo, Santiago Velasco-Forero, Jocelyn Chanussot. Multiscale stochastic watershed for unsupervised hyperspectral image segmentation. IGARSS 2009 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. pp.93-96, ⟨10.1109/IGARSS.2009.5418095⟩. ⟨hal-00449454⟩
Alberto Villa, Jocelyn Chanussot, Christian Jutten, Jon Atli Benediktsson, Saïd Moussaoui. On the use of ICA for hyperspectral image analysis. IGARSS 2009 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. CD rom proceedings. ⟨hal-00449457⟩
Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson. Kernel Principal Component Analysis for the construction of the extended morphological profile. IGARSS 2009 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. pp.II:843-846, ⟨10.1109/IGARSS.2009.5418227⟩. ⟨hal-00449456⟩
Yuliya Tarabalka, Jocelyn Chanussot, J.A. Benediktsson. Classification based marker selection for watershed transform of hyperspectral images. IGARSS 2009 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. CD rom proceedings. ⟨hal-00449458⟩
Bjorn Waske, Xavier Ceamanos, Jon Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson. Ensemble strategies for classifying hyperspectral remote sensing data. MCS 2009 – 8th International Workshop on Multiple Classifier Systems, Jun 2009, Reykjavik, Iceland. pp.lecture notes. ⟨hal-00449460⟩
Bertrand Gottin, Irena Orovic, Cornel Ioana, Srdjan Stankovic, Jocelyn Chanussot. Signal characterization using generalized « time-phase derivatives » representation. ICASSP 2009 – IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.2009. ⟨hal-00372308⟩
Jocelyn Chanussot. Classification of hyperspectral data using SVM and contextual information. ICFCC 2009 – International Conference on Future Computer and Communication, Apr 2009, Kuala Lumpur, Malaysia. ⟨hal-00449470⟩
Yuliya Tarabalka, Jon Atli Benediktsson, Jocelyn Chanussot. Classification of hyperspectral data using support vector machines and adaptive neighborhoods. EARSeL 2009 – 6th EARSeL SIG Imaging Spectroscopy workshop, Mar 2009, Tel-Aviv, Israel. pp.2009. ⟨hal-00372301⟩
Jocelyn Chanussot, Jon Atli Benediktsson, Mathieu Fauvel, Yuliya Tarabalka. Spectral-spatial analysis in hyperspectral remote sensing: from morphological profiles to classified segmentation. SPIE Remote Sensing Europe, 2009, Berlin, Germany. ⟨hal-00449469⟩
Tarek Habib, Jordi Inglada, Grégoire Mercier, Jocelyn Chanussot. Speeding up support vector machine (SVM) image classifciation by a kernel series expansion. ICIP 2008 – 15th IEEE International Conference on Image Processing, Nov 2008, San Diego, Californie, United States. pp.865 – 868, ⟨10.1109/ICIP.2008.4711892⟩. ⟨hal-00372309⟩
Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson. Adaptive pixel neighborhood definition for the classification of hyperspectral images with support vector machines and composite~kernel. ICIP 2008 – 15th IEEE International Conference on Image Processing, Oct 2008, San Diego, Californie, United States. pp.1-4. ⟨hal-00283770⟩
Bertrand Gottin, Cornel Ioana, Srdjan Stankovic, Ljubisa Stankovic, Jocelyn Chanussot. On the concept of time-frequency distributions based on complex-lag moments. EUSIPCO 2008 – 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. ⟨hal-00326336⟩
Yuliya Tarabalka, Jocelyn Chanussot, Jon Atli Benediktsson, Jesus Angulo, Mathieu Fauvel. Segmentation and classification of hyperspectral data using watershed. IGARSS 2008 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2008, Boston, MA, United States. pp.652-655, ⟨10.1109/IGARSS.2008.4779432⟩. ⟨hal-00372311⟩
Muhammad M. Khan, Luciano Alparone, Jocelyn Chanussot. Pansharpening quality assessment using modulation transfer function filters. IGARSS 2008 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2008, Boston, MA, United States. pp.2008. ⟨hal-00372312⟩
Tarek Habib, Jordi Inglada, Grégoire Mercier, Jocelyn Chanussot. Assessment of feature selection techniques for support vector machine classification of satellite imagery. IGARSS 2008 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2008, Boston, MA, United States. pp.2008, ⟨10.1109/IGARSS.2008.4779662⟩. ⟨hal-00372315⟩
Muhammad M. Khan, Luciano Alparone, Jocelyn Chanussot. Pansharpening based on QNR optimization. IGARSS 2008 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2008, Boston, MA, United States. pp.2008. ⟨hal-00372313⟩
Tarek Habib, Jordi Inglada, Grégoire Mercier, Jocelyn Chanussot. A new additive kernel for change detection in remote sensing imagery using SVM. IGARSS 2008 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2008, Boston, MA, United States. pp.2008. ⟨hal-00372314⟩
Alberto Villa, Mathieu Fauvel, Jocelyn Chanussot, Paolo Gamba, Jon Atli Benediktsson. Gradient optimization for multiple kernel’s parameters in support vector machines classification. IGARSS 2008 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2008, Boston, MA, United States. pp.2008. ⟨hal-00372316⟩
Silvia Valero, Jocelyn Chanussot, Philippe Gueguen. Classification of basic roof types based on VHR optical data and digital elevation model. IGARSS 2008 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2008, Boston, MA, United States. pp.2008. ⟨hal-00372310⟩
Muhammad M. Khan, Jocelyn Chanussot, B. Siouar, Julien Osman. Using QNR index as decision criteria for improving fusion quality. ICAST’08- International Conference on Advances in Space Technologies, 2008, Pakistan. pp.2008. ⟨hal-00372317⟩
Mathieu Fauvel, Jon Atli Benediktsson, Jocelyn Chanussot. Classification en imagerie hyperspectrale haute résolution: utilisation conjointe de l’information spatiale et spectrale. GRETSI 2007 – XXIème Colloque francophone de traitement du signal et des images, Sep 2007, Troyes, France. pp.1-4. ⟨hal-00178886⟩
Antonio Plaza, A. Mueller, Torbjørn Skauli, Z. Malenovsky, J. Bioucas, et al.. HYPER-I-NET: European research network on hyperspectral imaging. IGARSS 2007 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2007, Barcelone, Spain. pp.2007. ⟨hal-00372336⟩
Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson. A joint spatial and sepctral SVM’s classification of panchromatic images. IGARSS 2007 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2007, Barcelone, Spain. pp.2007. ⟨hal-00372333⟩
Tarek Habib, Jocelyn Chanussot, Jordi Inglada, Grégoire Mercier. Abrupt change detection on multitemporal remote sensing images: a statistical overview of methodologies applied on real cases. IGARSS 2007 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2007, Barcelone, Spain. pp.2007, ⟨10.1109/IGARSS.2007.4423375⟩. ⟨hal-00372335⟩
Muhammad M. Khan, Jocelyn Chanussot, Laurent Condat, Annick Montanvert. Pan-sharpening using induction. IGARSS 2007 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2007, Barcelone, Spain. pp.2007. ⟨hal-00372332⟩
Mathieu Fauvel, Jon Atli Benediktsson, Jocelyn Chanussot. Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles. IGARSS 2007 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2007, Barcelone, Spain. pp.1-4. ⟨hal-00178885⟩
Pascal Sirguey, Renaud Mathieu, Yves Arnaud, Muhammad M. Khan, Jocelyn Chanussot. Improved resolution for the detection of snow with MODIS using wavelet fusion. IGARSS 2007 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2007, Barcelone, Spain. pp.2007. ⟨hal-00372318⟩
Mathieu Fauvel, Jon Atli Benediktsson, Jocelyn Chanussot. Multiple Classifier Systems in Remote Sensing: From Basics to Recent Developments. MCS 2007 – 7th International Workshop Multiple Classifier Systems, May 2007, Prague, Czech Republic. pp.501-512. ⟨hal-00178880⟩
Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel. Multiple classifiers in remote sensing: from basics to recent developments. MCS 2007 – 7th International Workshop Multiple Classifier Systems, May 2007, Prague, Czech Republic. pp.2007. ⟨hal-00372337⟩
Yann Le Meur, Jean-Michel Vignolle, Jocelyn Chanussot. A practical use of ROC analysis to assess the performances of defects detection algorithms. QCAV 2007 – 8th International Conference on Quality Control by Artificial Vision, May 2007, Le Creusot, France. pp.2007. ⟨hal-00372339⟩
Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson. How transferable are spatial features for the classification of very high resolution remote sensing data ?. URBAN 2007 – 4th IEEE GRSS/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas, 2007, Paris, France. pp.1-5. ⟨hal-00372338⟩
Hafrun Hauksdottir, Saïd Moussaoui, Frédéric Schmidt, Christian Jutten, Jocelyn Chanussot, et al.. Mars Hyperspectral Data Processing using ICA and Bayesian Positive Source Separation. Jul 2006, pp.288-295. ⟨hal-00121596⟩
Hafrun Hauksdottir, Christian Jutten, Frederic Schmidt, Jocelyn Chanussot, Jon Atli Benediktsson, et al.. The Physical Meaning of Independent Components and Artifact Removal of Hyperspectral Data from Mars Using ICA. 7th IEEE Nordic Signal Processing Symposium (NORSIG 2006), Jun 2006, Reykjavik, Iceland. ⟨insu-00362037⟩
Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson. Kernel principal component analysis for feature reduction in hyperspectral images analysis. 7th Nordic Signal processing Symposium, IEEE NORDIC 2006, 2006, France. pp.1-4. ⟨hal-00096359⟩
Hafrun Hauksdottir, Christian Jutten, Frédéric Schmidt, Jocelyn Chanussot, Jon Atli Benediktsson, et al.. The Physical Meaning of Independent Components and Artifact Removal of Hyperspectral Data from Mars using ICA. 7th Nordic Signal Processing Symposium (NORSIG’2006), 2006, Reykjavik, Iceland. ⟨hal-00098155⟩
Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson. A Combined Support Vector Machines Classification Based on Decision Fusion. 2006, pp.2494-2497, ⟨10.1109/IGARSS.2006.645⟩. ⟨hal-00130814⟩
Jon-Aevar Palmason, Jon Atli Benediktsson, Johannes Sveinsson, Jocelyn Chanussot. Fusion of Morphological and Spectral Information for Classification of Hyperspectal Urban Remote Sensing Data. 2006, pp.2506-2509, ⟨10.1109/IGARSS.2006.648⟩. ⟨hal-00130813⟩
Luciano Alparone, Lucien Wald, Jocelyn Chanussot, Lori Man Bruce, Paolo Gamba. IGARSS’06 Data Fusion contest: fusion of panchromatic and multispectral images.. 2006, pp.1-4. ⟨hal-00121326⟩
Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson. A Combined Support Vector Machines Classification Based on Decision Fusion. 2006, pp.1-4. ⟨hal-00096345⟩
Luciano Alparone, Lucien Wald, Jocelyn Chanussot, Lori Bruce, Paolo Gamba. Data Fusion Contest: Fusion of Panchromatic and Multispectral Images.. IGARSS’06, 2006, France. pp.3814-3815, ⟨10.1109/IGARSS.2006.977⟩. ⟨hal-00130810⟩
Tarek Habib, Michel Gay, Jocelyn Chanussot, Pascal Bertolino. Segmentation of high resolution satellite images SPOT applied to lake detection.. 2006, pp.1-4. ⟨hal-00121327⟩
Jon Aevar Palmason, Jon Atli Benediktsson, Johannes Sveinsson, Jocelyn Chanussot. Fusion of morphological and spectral information for classification of hyperspectral urban remote sensing data. 2006, pp.1-4. ⟨hal-00121328⟩
Hafrun Hauksdottir, Christian Jutten, Frédéric Schmidt, Jocelyn Chanussot, Jon Atli Benediktsson, et al.. The physical meaning of independent components and artifacts removal of hyperspectral data from Mars using ICA.. 2006, pp.226-230. ⟨hal-00121329⟩
Antonio Plaza, Mathieu Fauvel, Jon Atli Benediktsson, Jocelyn Chanussot, John Boardman, et al.. Analysis of Hyperspectral Images – Advanced Technologies. 2006, pp.1-5. ⟨hal-00096353⟩
Tarek Habib, Michel Gay, Jocelyn Chanussot, Pascal Bertolino. Segmentation of high resolution satellite images SPOT applied to lake detection.. IGARSS 2006 – IEEE International Geoscience And Remote Sensing Symposium, 2006, Denver, United States. pp.3680-3683, ⟨10.1109/IGARSS.2006.943⟩. ⟨hal-00130811⟩
Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson. Kernel Principal Component Analysis for feature reduction in hyperspectral image analysis. IEEE NORSIG’06 – 7th Nordic Signal Processing Symposium, 2006, Iceland. pp.2006. ⟨hal-00372340⟩
Hafrun Hauksdottir, Saïd Moussaoui, Frédéric Schmidt, Christian Jutten, Jocelyn Chanussot, et al.. Mars Hyperspectral Data Processing using ICA and Bayesian Positive Source Separation. MaxEnt 2006, 2006, Paris, France. ⟨hal-00098163⟩
Antonio Plaza, Jon Atli Benediktsson, John Boardman, John Brazile, Lorenzo Bruzzone, et al.. Advanced Processing of Hyperspectral Images. 2006, pp.1974-1978, ⟨10.1109/IGARSS.2006.511⟩. ⟨hal-00130816⟩
Emmanuel Trouvé, Michel Gay, Philippe Bolon, Gabriel Vasile, Jean-Marie Nicolas, et al.. MEGATOR : premiers résultats en photogrammétrie et interférométrie RSO. Journées PaRI-STIC, Nov 2005, Bordeaux, France. ⟨halshs-00263956⟩
Emmanuel Trouvé, Gabriel Vasile, Michel Gay, Pierre Grussenmeyer, Jean-Marie Nicolas, et al.. Combining Optical and SAR Data to Monitor Temperate Glaciers. International Geoscience And Remote Sensing Symposium, Jul 2005, Seul, South Korea. pp.2637-2640. ⟨hal-00164194⟩
Emmanuel Trouvé, Gabriel Vasile, Michel Gay, Pierre Grussenmeyer, Jean-Marie Nicolas, et al.. Combining Optical and SAR Data to Monitor Temprerate Glaciers. IEEE Geoscience And Remote Sensing Symposium, Jul 2005, Seoul, South Korea. pp.2637-2640. ⟨halshs-00264533⟩
Frederic Maussang, Jocelyn Chanussot. Utilisation des statistiques d’ordres supérieurs en contrôle qualité de détecteurs de rayons X. 19ème colloque GRETSI sur le Traitement du Signal et des Images, GRETSI 2005, 2005, Louvain-la-Neuve, Belgique. pp.117 – 120. ⟨hal-00069631⟩
Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson. Fusion of Methods for the Classification of Remote Sensing Images from Urban Areas. 2005, pp.2819-2822. ⟨hal-00096340⟩
Frederic Maussang, Jocelyn Chanussot, Sofia Visan, Maud Amate. Adaptive Anisotropic Diffusion for Speckle Filtering in SAS Imagery. IEEE / OES Oceans 2005 Europe conference, 2005, Brest, France. ⟨hal-00069630⟩
Maud Amate, Alain Hétet, Stéphane Guyonic, Michel Legris, Ronan Bellec, et al.. Buried mines detection and classification: advanced technologies and signal processing. IEEE / OES Oceans’05 Europe conference, 2005, Brest, France. ⟨hal-00069636⟩
Mathieu Fauvel, Jon Atli Benediktsson, Jocelyn Chanussot. Classification of remote sensing imagery with high spatial resolution. 2005, pp.1-15, ⟨10.1117/12.637224⟩. ⟨hal-00096332⟩
Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson. Fusion de Méthodes pour la Classification de Zones Urbaines en Télédétection Satellitaire. 2005, pp.553-556. ⟨hal-00096338⟩
Frederic Maussang, Michèle Rombaut, Jocelyn Chanussot, Alain Hétet. Fusion of Local Statistical Detectors in SAS Imagery Classification. IEEE / OES Oceans 2005 Europe conference, 2005, Brest, France. ⟨hal-00069627⟩
Frederic Maussang, Michèle Rombaut, Jocelyn Chanussot. Détection en Imagerie SAS par Fusion de Données de Statistiques Locales. 7e Journées d’Acoustique Sous-Marine (JASM’04), 2004, Brest, France. pp.185 – 194. ⟨hal-00086805⟩
Frederic Maussang, Jocelyn Chanussot, Alain Hétet. Higher Order Statistics for the Detection of Underwater Mines in SAS Imagery. 7th European Conference on Underwater Acoustics (ECUA’04), 2004, Delft, Netherlands. pp.1115 – 1120. ⟨hal-00086790⟩
Frederic Maussang, Michèle Rombaut, Jocelyn Chanussot, Alain Hétet, Maud Amate. Fusion de données statistiques locales pour la détection en imagerie SAS. 12e rencontres francophones sur la Logique Floue et ses Applications (LFA’04), 2004, Nantes, France. pp.189 – 196. ⟨hal-00086804⟩
Frederic Maussang, Jocelyn Chanussot, Alain Hétet. On the Use of Higher Order Statistics in SAS Imagery. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP’04), 2004, Montréal, Canada. pp.269 – 272. ⟨hal-00086793⟩
Jocelyn Chanussot, Alain Clément, Bertrand Vigouroux, J. Chabod. Lossless compact histogram representation for multi-component images : application to histogram equalization. International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2003, Toulouse, France. ⟨hal-00861657⟩
Frederic Maussang, Jocelyn Chanussot, Alain Hétet. Automated Segmentation of SAS Images using the Mean – Standard Deviation Representation. MTS/IEEE Oceans’03 conference, 2003, San Diego, United States. pp.2155 – 2160. ⟨hal-00086795⟩
Frederic Maussang, Jocelyn Chanussot, Cyrille Hory, Alain Hétet. Synthetic Aperture Sonar Imagery: towards a Classification of Underwater Mines in the Mean – Standard Deviation Plane. Physics in Signal and Image Processing, PSIP’03,, 2003, Grenoble, France. ⟨hal-00086799⟩
Jocelyn Chanussot, Alain Clément, Bertrand Vigouroux, J. Chabod. Lossless compact histogram representation for multi-component images: application to histogram equalization. IEEE International Geoscience & Remote Sensing Symposium, 2003, Toulouse, France. pp.3940-3942, ⟨10.1109/IGARSS.2003.1295321⟩. ⟨hal-02114714⟩
Frederic Maussang, Jocelyn Chanussot, Alain Hétet. Segmentation automatique d’images sonar à antenne synthétique pour la détection d’échos de mines sous-marines. 19e colloque GRETSI, 2003, Paris, France. pp.284 – 287. ⟨hal-00086807⟩
A. Hetet, Jocelyn Chanussot, Guillaume Sicot, Michel Legris. Advanced multi-aspects and multi-frequency processing. 6th Workshop on Underwater Acoustics, address = Brest, France, year = 2002, month = 17 June, nat = 0,, 2002, France. pp.Non renseigne. ⟨hal-00518875⟩
Jocelyn Chanussot, Frederic Maussang, Alain Hétet. Scalar Image Processing Filters for Speckle Reduction on Synthetic Aperture Sonar Images. MTS/IEEE Oceans’02 conference, 2002, Biloxi, United States. pp.2294 – 2301. ⟨hal-00086802⟩
Antoine Roueff, Jocelyn Chanussot, Barbara Nicolas, Jerome I. Mars. Séparation d’ondes sismiques par ligne de partage des eaux sur des images temps-échelle. GRETSI 2001 – 18ème Colloque sur le Traitement du Signal et des Images (GRETSI 01), Sep 2001, Toulouse, France. ⟨hal-00321297⟩
Antoine Roueff, Jocelyn Chanussot, Barbara Nicolas, Jerome I. Mars. Unsupervised seismic wave separation in the time/scale plane. 63rd Meeting of European Association of Geoscientists and Engineers (EAGE), Jun 2001, Amsterdam, Netherlands. pp.n°161. ⟨hal-00321287⟩

Poster de conférence5 documents

Lucas Einig, Jérôme Pety, Antoine Roueff, Paul Vandame, Jocelyn Chanussot, et al.. Deep learning denoising by dimension reduction. Olympian Symposium, May 2023, Paralia, Pieria, Greece. . ⟨hal-04253731⟩
Antoine Bralet, Abdourrahmane M. Atto, Jocelyn Chanussot, Emmanuel Trouvé. Towards a multi-Modal, multi-Temporal and multi-Phenomena dataset for natural phenomena observation through deep learning. MDIS 2022 – 6ème colloque « Mesure de la Déformation par Imagerie Satellitaire (MDIS) », Oct 2022, Ax-Les-Thermes, France. . ⟨hal-03844884⟩
Christiane Weber, Xavier Briottet, Clément Mallet, Sébastien Gadal, Yannick Devile, et al.. HYEP – Hyperspectral Imagery for Environmental Urban Planning. Journées ADEME / ANR – La recherche au service de la transition énergétique, Jun 2018, Issy-les-Moulineaux, France. 2018. ⟨hal-01875894⟩
J.M. Monnet, Jocelyn Chanussot, F. Berger. Unsupervised training for treetop detection with airborne laser scanning data. SilviLaser, Sep 2012, Vancouver, Canada. pp.1, 2012. ⟨hal-02597403⟩
Gabriele Cavallaro, Benoit Arbelot, Mathieu Fauvel, Mauro Dalla Mura, Jon Atli Benediktsson, et al.. Detection of hedges based on attribute filters. SPIE Electronic Imaging: Science and Technology, Jan 2012, San Francisco, United States. , 18, 1 p., 2012, Proc. SPIE 8537, Image and Signal Processing for Remote Sensing. ⟨10.1117/12.999360⟩. ⟨hal-02746134⟩

Proceedings/Recueil des communications3 documents

Emeric Bron, Evelyne Roueff, Maryvonne Gerin, Jérôme Pety, Pierre Gratier, et al.. Learning from model grids: Tracers of the ionization fraction in the ISM. EPJ Web of Conferences, 265, pp.00023, 2022, ⟨10.1051/epjconf/202226500023⟩. ⟨obspm-03994706⟩
Jérôme Pety, Maryvonne Gerin, Emeric Bron, Pierre Gratier, Jan Orkisz, et al.. Revealing which Combinations of Molecular Lines are Sensitive to the Gas Physical Parameters of Molecular Clouds. EPJ Web of Conferences, 265, pp.00048, 2022, ⟨10.1051/epjconf/202226500048⟩. ⟨obspm-03994470⟩
Jon Atli Benediktsson, Jocelyn Chanussot, Hugues Talbot, Laurent Najman. Mathematical Morphology and Its Applications to Signal and Image Processing. 9082, Springer, 2015, Lecture Notes in Computer Science, 978-3-319-18720-4. ⟨hal-01168633⟩

Ouvrages (y compris édition critique et traduction)2 documents

Ch. Collet, Jocelyn Chanussot, K. Chehdi (Dir.). Multivariate image processing. Wiley-ISTE, pp.464, 2009, 978-1-848-21139-1. ⟨hal-00449464⟩
Christian Jutten, Tülay Adali, Jocelyn Chanussot, Jan Larsen (Dir.). Proceedings of the IEEE international workshop on Machine Learning for signal Processing (MLSP 2009). IEEE Signal Processing Society, pp.CD-Rom, 2009. ⟨hal-00436415⟩

Chapitres d’ouvrage13 documents

Touria Bajjouk, Florian de Boissieu, Jocelyn Chanussot, Sylvain Douté, Marie Dumont, et al.. Applications in remote sensing – natural landscapes. Hyperspectral Imaging, 32, Elsevier Ltd, pp.371-410, 2020, Data Handling in Science and Technology, ISBN 978-0-444-63977-6. ⟨10.1016/B978-0-444-63977-6.00016-X⟩. ⟨hal-02477896⟩
Eduardo Tusa, Anthony Laybros, Jean-Matthieu Monnet, Mauro Dalla Mura, Jean-Baptiste Barré, et al.. Fusion of hyperspectral imaging and LiDAR for forest monitoring. Hyperspectral Imaging, 32, Elsevier, pp.281-303, 2020, Data Handling in Science and Technology, ISBN 978-0-444-63977-6. ⟨10.1016/B978-0-444-63977-6.00013-4⟩. ⟨hal-02443395⟩
Lucas Drumetz, Jocelyn Chanussot, Christian Jutten. Variability of the endmembers in spectral unmixing. Data Handling in Science and Technology, Volume 32: Hyperspectral imaging, 32, pp.167-203, 2020, ISBN 978-0-444-63977-6. ⟨10.1016/B978-0-444-63977-6.00009-2⟩. ⟨hal-02888586⟩
Guillaume Tochon, Mauro Dalla Mura, Jocelyn Chanussot. Constructing a Braid of Partitions from Hierarchies of Partitions. ISMM 2019: Mathematical Morphology and Its Applications to Signal and Image Processing, pp.111-123, 2019, ⟨10.1007/978-3-030-20867-7_9⟩. ⟨hal-02307422⟩
Wenzhi Liao, Jocelyn Chanussot, Wilfried Philips. Remote Sensing Data Fusion: Guided Filter-Based Hyperspectral Pansharpening and Graph-Based Feature-Level Fusion. Mathematical Models for Remote Sensing Image Processing, 8 (3), pp.243-275, 2018. ⟨hal-01961387⟩
G. Tochon, Mauro Dalla Mura, Miguel Angel Veganzones, Silvia Valero, P. Salembier, et al.. Advances in Utilization of Hierarchical Representations in Remote Sensing Data Analysis. Reference Module in Earth Systems and Environmental Sciences, 143, Elsevier, pp.77-107, 2018, ⟨10.1016/B978-0-12-409548-9.10340-9⟩. ⟨hal-01961382⟩
Jesus Angulo, Jocelyn Chanussot. Color and Multivariate Images. Laurent Najman and Hugues Talbot. Mathematical Morphology: From Theory to Applications, Wiley, 291-321 (Chapter 11), 2013, 9781848212152 (Print). ⟨10.1002/9781118600788.ch11⟩. ⟨hal-00834942⟩
Yuliya Tarabalka, Jocelyn Chanussot, Jon Atli Benediktsson. Spectral-spatial classification of hyperspectral images using segmentation-derived adaptive neighborhoods. Multivariate image processing, ISTE and Wiley, 2010. ⟨hal-00449467⟩
Jesus Angulo, Jocelyn Chanussot. Couleur et images multi-variées. Talbot Hugues & Najman Laurent. Morphologie mathématique 2 : estimation, choix et mise en oeuvre, Hermes Science Publications, 203-236 (Chapitre 5), 2010, Traité IC2 signal et image, 9782746225930. ⟨hal-00834954⟩
Muhammad M. Khan, Jocelyn Chanussot. Fusion of satellite images at different resolutions.. Multivariate image processing, ISTE and Wiley, 2010. ⟨hal-00449468⟩
Bjorn Waske, Mathieu Fauvel, Jon Atli Benediktsson, Jocelyn Chanussot. Machine learning techniques in remote sensing data analysis. Gustavo Camps-Valls, Lorenzo Bruzzone. Kernel Methods for Remote Sensing Data Analysis, Wiley and Sons, 2009, 9780470722114. ⟨10.1002/9780470748992.ch1⟩. ⟨hal-00449466⟩
Frederic Maussang, Jocelyn Chanussot, Michèle Rombaut, Maud Amate. From statistical detection to decision fusion : detection of underwater mines in high resolution SAS images. Advances in Sonar Technology, edited by Sergio Rui Silva, In-Tech, pp.111 – 150, 2009, 978-3-902613-48-6. ⟨hal-02118475⟩
Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson. Decision fusion for hyperspectral classification. Hyperspectral data exploitation: theory and application, John Wiley & Sons, pp.2007, 2007. ⟨hal-00372341⟩

Pré-publications, Documents de travail3 documents

Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson Alex dos Santos. Dynamic Multi-Scale Segmentation of Remote Sensing Images based on Convolutional Networks. 2018. ⟨hal-01961078⟩
Ganggang Dong, Jocelyn Chanussot. Target Recognition in SAR Image via Keypoint based Local Descriptor—Foundation. 2018. ⟨hal-01961409⟩
Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson. Evaluation of Kernels for multiclass classification of hyperspectral remote sensing date. 2006. ⟨hal-00096278⟩

Rapports4 documents

Christiane Weber, Thomas Houet, Sebastien Gadal, Rahim Aguejdad, Grzegorz Skupinski, et al.. ANR HYEP ANR 14-CE22-0016-01 Hyperspectral imagery forEnvironmental urban Planning Hyep Programme Mobilité et systèmes urbains 2014. [Rapport de recherche] CNRS UMR TETIS, ESPACE, LETG; ONERA; GIPSA-lab; IRAP; IGN. 2018. ⟨hal-01888126⟩
Christiane Weber, Thomas Houet, Sébastien Gadal, Rahim Aguejdad, Grzegorz Skupinski, et al.. Hyperspectral Imagery for Environmental Urban Planning. [Research Report] CNRS UMR TETIS, ESPACE, LETG, ONERA, GIPSA-lab, IRAP, IGN. 2018. ⟨hal-01930658⟩
Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic, Jean-Pierre Dedieu. Stochastically Based Wet Snow Detection with Multitemporal SAR Data. [Research Report] GIPSA-LAB. 2016. ⟨hal-01402272⟩
Miguel Angel Veganzones, Miguel Simoes, Giorgio Licciardi, José M. Bioucas-Dias, Jocelyn Chanussot. Hyperspectral super-resolution of locally low rank images from complementary multisource data (extended report). 2014. ⟨hal-00960076v2⟩

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Chapitres d’ouvrage13 documents

Pré-publications, Documents de travail3 documents

Rapports4 documents

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