Mauro DALLA MURA

Mauro DALLA MURA

Mauro DALLA MURA

Titulaire d'une HDR obtenue en 2024

Personnel G-INP Permanent

Site Ampère

Bureau : B145

Téléphone : 04 76 82 64 82

Département Science des Données
PICSA

Biographie

(à compléter)

Publications / Travaux


216 documents

Articles dans une revue97 documents

  • Kebin Contreras, Mohamad Jouni, Mauro Dalla Mura, Jorge Bacca. A Multimodal hyperspectral dataset of cocoa beans with physicochemical annotation. Scientific Data , 2025, 12, pp.2043. ⟨10.1038/s41597-025-06314-9⟩. ⟨hal-05476083⟩
  • 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⟩
  • Anthony Frion, Lucas Drumetz, Mauro Dalla Mura, Guillaume Tochon, Abdeldjalil Aïssa-El-Bey. Augmented Invertible Koopman Autoencoder for long-term time series forecasting. Transactions on Machine Learning Research Journal, 2025, 5 (2025), pp.1-28. ⟨hal-04989093v2⟩
  • 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⟩
  • Matthieu Muller, Daniele Picone, Begüm Demir, Gustau Camps-Valls, Mauro Dalla Mura, et al.. Hybrid Deep Learning Models for Remote Sensing Image Processing. Proceedings of the IEEE, 2025, pp.1-21. ⟨10.1109/jproc.2025.3638871⟩. ⟨hal-05414824⟩
  • Tristan Montagnon, James Hollingsworth, Erwan Pathier, Mathilde Marchandon, Mauro Dalla Mura, et al.. GeoFlowNet: Fast and Accurate Sub-pixel Displacement Estimation From Optical Satellite Images based on Deep Learning. IEEE Transactions on Geoscience and Remote Sensing, 2025, 63, pp.5653114. ⟨10.1109/TGRS.2025.3633655⟩. ⟨hal-04782000v3⟩
  • Mohamad Jouni, Daniele Picone, Mauro Dalla Mura. Multiple-beam Interference Spectroscopy: Instrument Analysis and Spectrum Reconstruction. IEEE Transactions on Instrumentation and Measurement, 2025, 74, pp.6008516. ⟨10.1109/TIM.2025.3563054⟩. ⟨hal-04666929v3⟩
  • Tristan Montagnon, Sophie Giffard-Roisin, Mauro Dalla Mura, Mathilde Marchandon, Erwan Pathier, et al.. Sub‐Pixel Displacement Estimation With Deep Learning: Application to Optical Satellite Images Containing Sharp Displacements. Journal of Geophysical Research. Machine Learning and Computation, 2024, 1 (4), pp.e2024JH000174. ⟨10.1029/2024jh000174⟩. ⟨hal-04798464⟩
  • Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura. Graph feature fusion driven by deep autoencoder for advanced hyperspectral image unmixing. Knowledge-Based Systems, 2024, 299, pp.112087. ⟨10.1016/j.knosys.2024.112087⟩. ⟨hal-04613297⟩
  • Anthony Frion, Lucas Drumetz, Mauro Dalla Mura, Guillaume Tochon, Abdeldjalil Aissa El Bey. Neural Koopman prior for data assimilation. IEEE Transactions on Signal Processing, 2024, 72, pp.4191-4206. ⟨10.1109/TSP.2024.3416828⟩. ⟨hal-04182289v3⟩
  • Giuseppe Costantino, Sophie Giffard-Roisin, Mauro Dalla Mura, Anne Socquet. Denoising of geodetic time series using spatiotemporal graph neural networks : application to slow slip event extraction. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17, pp.17567-17579. ⟨10.1109/jstars.2024.3465270⟩. ⟨hal-04880304⟩
  • Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura. Multi-view graph representation learning for hyperspectral image classification with spectral–spatial graph neural networks. Neural Computing and Applications, 2024, 36 (March), pp.3737-3759. ⟨10.1007/s00521-023-09275-5⟩. ⟨hal-04346576⟩
  • Giuseppe Costantino, Sophie Giffard-Roisin, Mathilde Radiguet, Mauro Dalla Mura, David Marsan, et al.. Multi-station deep learning on geodetic time series detects slow slip events in Cascadia. Communications Earth & Environment, 2023, 4 (1), pp.435. ⟨10.1038/s43247-023-01107-7⟩. ⟨hal-04880317⟩
  • Han Nguyen, Magnus Ulfarsson, Johannes Sveinsson, Mauro Dalla Mura. Unsupervised Sentinel-2 Image Fusion Using a Deep Unrolling Method. IEEE Geoscience and Remote Sensing Letters, 2023, 20, pp.1-5. ⟨10.1109/lgrs.2023.3326845⟩. ⟨hal-04880312⟩
  • Mohamad Jouni, Mauro Dalla Mura, Lucas Drumetz, Pierre Comon. MultiHU-TD: Multi-feature Hyperspectral Unmixing Based on Tensor Decomposition. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-1. ⟨10.1109/TGRS.2023.3314218⟩. ⟨hal-03480890v7⟩
  • Daniele Picone, Silvère Gousset, Mauro Dalla Mura, Yann Ferrec, Etienne le Coarer. Interferometer response characterization algorithm for multi-aperture Fabry-Perot imaging spectrometers. Optics Express, 2023, 31 (14), pp.23066-23085. ⟨10.1364/OE.491698⟩. ⟨hal-04047480v3⟩
  • Giuseppe Costantino, Sophie Giffard-Roisin, David Marsan, Lou Marill, Mathilde Radiguet, et al.. Seismic source characterization from GNSS data using deep learning. Journal of Geophysical Research : Solid Earth, 2023, 128 (4), pp.e2022JB024930. ⟨10.1029/2022JB024930⟩. ⟨hal-04080361⟩
  • Daniele Picone, Mauro Dalla Mura, Laurent Condat. Joint Demosaicing and Fusion of Multiresolution Coded Acquisitions: A Unified Image Formation and Reconstruction Method. IEEE Transactions on Computational Imaging, 2023, 9, pp.335-349. ⟨10.1109/tci.2023.3261503⟩. ⟨hal-03780938v2⟩
  • Abdelaziz Kallel, Mauro Dalla Mura, Sana Fakhfakh, Najmeddine Ben Romdhane. Physics-based fusion of Sentinel-2 and Sentinel-3 for higher resolution vegetation monitoring. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-1. ⟨10.1109/tgrs.2023.3257219⟩. ⟨hal-04029904⟩
  • Akrem Sellami, Mohamed Farah, Mauro Dalla Mura. SHCNet: A semi-supervised hypergraph convolutional networks based on relevant feature selection for hyperspectral image classification. Pattern Recognition Letters, 2023, 165 (January), pp.98-106. ⟨10.1016/j.patrec.2022.12.004⟩. ⟨hal-03948238⟩
  • Wenting Shang, Mohamad Jouni, Zebin Wu, Yang Xu, Mauro Dalla Mura, et al.. Hyperspectral Anomaly Detection Based on Regularized Tensor Decomposition. Remote Sensing, 2023, 15 (6), pp.1679. ⟨10.3390/rs15061679⟩. ⟨hal-03806912⟩
  • Wenting Shang, Mohamad Jouni, Zebin Wu, Yang Xu, Mauro Dalla Mura, et al.. Regularized Tensor Representative Coefficient Model for Hyperspectral Target Detection. IEEE Geoscience and Remote Sensing Letters, 2023, 20, pp.1-1. ⟨10.1109/lgrs.2023.3255905⟩. ⟨hal-03806916⟩
  • Wenting Shang, Jiangjun Peng, Zebin Wu, Yang Xu, Mohamad Jouni, et al.. Hyperspectral Anomaly Detection via Sparsity of Core Tensor under Gradient Domain. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-16. ⟨10.1109/TGRS.2023.3297627⟩. ⟨hal-04170061⟩
  • Christiane Weber, Xavier Briottet, Thomas Houet, Sébastien Gadal, Rahim Aguejdad, et al.. Hyperspectral imagery and urban areas: results of the HYEP project. Revue Française de Photogrammétrie et de Télédétection, 2022, 224 (1), pp.75-92. ⟨10.52638/rfpt.2022.589⟩. ⟨hal-04018093⟩
  • Olivier Lim, Stéphane Mancini, Mauro Dalla Mura. Feasibility of a Real-Time Embedded Hyperspectral Compressive Sensing Imaging System. Sensors, 2022, 22 (24), pp.9793. ⟨10.3390/s22249793⟩. ⟨hal-03898022⟩
  • Han Nguyen, Magnus Ulfarsson, Johannes Sveinsson, Mauro Dalla Mura. Deep SURE for Unsupervised Remote Sensing Image Fusion. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.1-13. ⟨10.1109/tgrs.2022.3215902⟩. ⟨hal-04880324⟩
  • 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⟩
  • 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⟩
  • Gemine Vivone, Mauro Dalla Mura, Andrea Garzelli, Fabio Pacifici. A Benchmarking Protocol for Pansharpening: Dataset, Preprocessing, and Quality Assessment. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14, pp.6102-6118. ⟨10.1109/JSTARS.2021.3086877⟩. ⟨hal-03546378⟩
  • 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⟩
  • Bouthayna Msellmi, Daniele Picone, Zouhaier Ben Rabah, Mauro Dalla Mura, Imed Riadh Farah. Sub-Pixel Mapping Model Based on Total Variation Regularization and Learned Spatial Dictionary. Remote Sensing, 2021, 13 (2), pp.190. ⟨10.3390/rs13020190⟩. ⟨hal-03138139⟩
  • 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⟩
  • Han Nguyen, Magnus Ulfarsson, Johannes Sveinsson, Mauro Dalla Mura. Sentinel-2 Sharpening Using a Single Unsupervised Convolutional Neural Network With MTF-Based Degradation Model. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14, pp.6882-6896. ⟨10.1109/JSTARS.2021.3092286⟩. ⟨hal-03546373⟩
  • Antonio Augusto Teixeira Peixoto, Carlos Alexandre Rolim Fernandes, Pablo Lara, Adolfo Inza, Jerome I. Mars, et al.. Tensor-Based Learning Framework for Automatic Multichannel Volcano-Seismic Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14, pp.4517-4529. ⟨10.1109/JSTARS.2021.3074058⟩. ⟨hal-03447643⟩
  • Touria Bajjouk, Cecile Jauzein, Lucas Drumetz, Mauro Dalla Mura, Audrey Duval, et al.. Hyperspectral and Lidar: Complementary Tools to Identify Benthic Features and Assess the Ecological Status of Sabellaria alveolata Reefs. Frontiers in Marine Science, 2020, 7, pp.575218. ⟨10.3389/fmars.2020.575218⟩. ⟨hal-03138112⟩
  • Pablo Lara, C. Alexandre Rolim Fernandes, Adolfo Inza, Jerome I. Mars, Jean-Philippe Métaxian, et al.. Automatic Multichannel Volcano-Seismic Classification Using Machine Learning and EMD. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13, pp.1322 – 1331. ⟨10.1109/JSTARS.2020.2982714⟩. ⟨hal-02535142⟩
  • Mohamad Jouni, Mauro Dalla Mura, Pierre Comon. Hyperspectral Image Classification Based on Mathematical Morphology and Tensor Decomposition. Mathematical Morphology – Theory and Applications, 2020, 4 (1), pp.1-30. ⟨10.1515/mathm-2020-0001⟩. ⟨hal-02401272v3⟩
  • 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⟩
  • 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⟩
  • Aneline Dolet, Daniele Picone, Mauro Dalla Mura, Didier Voisin, Silvère Gousset, et al.. Gas characterization based on a snapshot interferometric imaging spectrometer. Proceedings of SPIE, the International Society for Optical Engineering, 2019, Image and Signal Processing for Remote Sensing XXV; 1, 11155, pp.1-13. ⟨10.1117/12.2533338⟩. ⟨hal-02337366⟩
  • 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⟩
  • Magnus Ulfarsson, Frosti Palsson, Mauro Dalla Mura, Johannes Sveinsson. Sentinel-2 Sharpening Using a Reduced-Rank Method. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57 (9), pp.6408-6420. ⟨10.1109/tgrs.2019.2906048⟩. ⟨hal-04880345⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Javier López-Fandiño, Dora B. Heras, Francisco Argüello, Mauro Dalla Mura. GPU Framework for Change Detection in Multitemporal Hyperspectral Images. International Journal of Parallel Programming, 2019, 47 (2), pp.272-292. ⟨10.1007/s10766-017-0547-5⟩. ⟨hal-01666058⟩
  • X. Huang, X. X. Zhu, F. Dell’Acqua, Mathieu Fauvel, Mauro Dalla Mura, et al.. Foreword to the Special Issue on Recent Advances in Processing of High-Spatial-Resolution Remote Sensing Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12 (8), pp.2588-2593. ⟨10.1109/JSTARS.2019.2936980⟩. ⟨hal-02617946⟩
  • Clément Mallet, Nesrine Chehata, Mauro Dalla Mura, Jean-Emmanuel Deschaud, Mathieu Fauvel, et al.. Editorial pour le numéro spécial CFPT’2018. Revue Française de Photogrammétrie et de Télédétection, 2018, Numéro double spécial Colloque CFPT 2018, 2017-2018. ⟨hal-02384430⟩
  • Marielle Malfante, Mauro Dalla Mura, Jerome I. Mars, Jean-Philippe Métaxian, Orlando Macedo, et al.. Automatic classification of volcano seismic signatures. Journal of Geophysical Research, 2018, 123 (12), pp.10,645-10,658. ⟨10.1029/2018jb015470⟩. ⟨hal-01949302⟩
  • 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⟩
  • Marielle Malfante, Jerome I. Mars, Mauro Dalla Mura, Cedric Gervaise. Automatic fish sounds classification. Journal of the Acoustical Society of America, 2018, 143 (5), pp.2834 – 2846. ⟨10.1121/1.5036628⟩. ⟨hal-01791774⟩
  • 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⟩
  • Marielle Malfante, Mauro Dalla Mura, Jean-Philippe Métaxian, Jerome I. Mars, Orlando Macedo, et al.. Machine Learning for Volcano-Seismic Signals: Challenges and Perspectives. IEEE Signal Processing Magazine, 2018, 35 (2), pp.20 – 30. ⟨10.1109/MSP.2017.2779166⟩. ⟨hal-01742506⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Rasha Alshehhi, Prashanth Reddy Marpu, Wei Lee Woon, Mauro Dalla Mura. Simultaneous extraction of roads and buildings in remote sensing imagery with convolutional neural networks. ISPRS Journal of Photogrammetry and Remote Sensing, 2017, 130, pp.139-149. ⟨10.1016/j.isprsjprs.2017.05.002⟩. ⟨hal-01672877⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Jón Atli Benediktsson. Automatic Attribute Profiles. IEEE Transactions on Image Processing, 2017, 26 (4), pp.1859-1872. ⟨10.1109/TIP.2017.2664667⟩. ⟨hal-01443625⟩
  • 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⟩
  • Erchan Aptoula, Mauro Dalla Mura, Sébastien Lefèvre. Vector attribute profiles for hyperspectral image classification. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (6), pp.3208-3220. ⟨10.1109/TGRS.2015.2513424⟩. ⟨hal-01253819⟩
  • 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⟩
  • 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⟩
  • Gabriele Cavallaro, Mauro Dalla Mura, Jon Atli Benediktsson, Antonio Plaza. Remote Sensing Image Classification Using Attribute Filters Defined over the Tree of Shapes. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (7), pp.3899-3911. ⟨10.1109/TGRS.2016.2530690⟩. ⟨hal-01272019⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Rémi Flamary, Mathieu Fauvel, Mauro Dalla Mura, Silvia Valero. Analysis of multi- temporal classification techniques for forecasting image time series. IEEE Geoscience and Remote Sensing Letters, 2015, 12 (5), pp.953-957. ⟨10.1109/LGRS.2014.2368988⟩. ⟨hal-01121476⟩
  • Pedram Ghamisi, Mauro Dalla Mura, Jon Atli Benediktsson. A survey on spectral&spatial classification techniques based on attribute profiles. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53 (5), pp.2335-2353. ⟨10.1109/TGRS.2014.2358934⟩. ⟨hal-01121495⟩
  • Gabriele Cavallaro, Mauro Dalla Mura, Jon Atli Benediktsson, Lorenzo Bruzzone. Extended Self-Dual Attribute Profiles for the Classification of Hyperspectral Images. IEEE Geoscience and Remote Sensing Letters, 2015, 12 (8), pp.1690-1694. ⟨10.1109/LGRS.2015.2419629⟩. ⟨hal-01259781⟩
  • 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⟩
  • 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⟩
  • Mathieu Fauvel, Carole Planque, David Sheeren, Mauro Dalla Mura. Télédétection des éléments semi-naturels: utilisation des données pléiades pour la détection des haies. Revue Française de Photogrammétrie et de Télédétection, 2014, Pléiades Days, 208 (n° special), pp.111-116. ⟨10.52638/rfpt.2014.101⟩. ⟨hal-02637273⟩
  • Mathieu Fauvel, Mauro Dalla Mura, Emmanuel Trouvé. Introduction of the ieee french section geoscience and remote sensing society chapter. IEEE geoscience and remote sensing magazine, 2014, 2 (4), pp.59-61. ⟨10.1109/MGRS.2014.2363946⟩. ⟨hal-01121474⟩
  • Xin Huang, Guan Xuehua, Jon Atli Benediktsson, Liangpei Zhang, Li Jun, et al.. Multiple morphological profiles from multicomponent- base images for hyperspectral image classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, 7 (12), pp.4653-4669. ⟨10.1109/JSTARS.2014.2342281⟩. ⟨hal-01121479⟩
  • 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⟩
  • Devis Tuia, Michele Volpi, Mauro Dalla Mura, Alain Rakotomamonjy, Rémi Flamary. Automatic Feature Learning for spatio-spectral image classification with sparse SVM. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52 (10), pp.6062-6074. ⟨10.1109/TGRS.2013.2294724⟩. ⟨hal-00880980⟩
  • Sergio Bernabé, Prashanth Reddy Marpu, Antonio Plaza, Mauro Dalla Mura, Jon Atli Benediktsson. Spectral-spatial classification of multispectral im- ages using kernel feature space representation. IEEE Geoscience and Remote Sensing Letters, 2014, 11 (1), pp.288-292. ⟨10.1109/LGRS.2013.2256336⟩. ⟨hal-01121492⟩
  • 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⟩
  • Prashanth Reddy Marpu, Mattia Pedergnana, Mauro Dalla Mura, Jon Atli Benediktsson, Lorenzo Bruzzone. Automatic generation of standard deviation attribute profiles for spectral–spatial classification of remote sensing data. IEEE Geoscience and Remote Sensing Letters, 2013, pp.293 – 297. ⟨10.1109/LGRS.2012.2203784⟩. ⟨hal-01121471⟩
  • Falco Nicola, Mauro Dalla Mura, Francesca Bovolo, Jon Atli Benediktsson, Lorenzo Bruzzone. Change detection in vhr images based on morphological attribute profiles. IEEE Geoscience and Remote Sensing Letters, 2013, 10 (3), pp.636-640. ⟨10.1109/LGRS.2012.2222340⟩. ⟨hal-01121473⟩
  • Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jon Atli Benediktsson, Lorenzo Bruzzone. A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms. IEEE Transactions on Geoscience and Remote Sensing, 2013, 51 (6), pp.3514-3528. ⟨10.1109/TGRS.2012.2224874⟩. ⟨hal-00944228⟩
  • 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⟩
  • 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⟩

Communications dans un congrès101 documents

  • Daniele Picone, Mohamad Jouni, Mauro Dalla Mura. Leveraging pretrained RGB denoisers for hyperspectral image restoration. ICIP 2026 – IEEE International Conference on Image Processing (ICIP 2026), IEEE, Sep 2026, Tampere, Finland. ⟨hal-05631436⟩
  • Matthieu Muller, Daniele Picone, Mauro Dalla Mura, Magnus Ulfarsson. Fourier regularization in unrolled algorithm for universal demosaicking. ICASSP 2026 – International Conference on Acoustics, Speech, and Signal Processing, May 2026, Barcelone, Spain. ⟨hal-05552147⟩
  • Mohamad Jouni, Amaury Nègre, Aurélien Godet, Mauro Dalla Mura. RGB-Guided Snapshot Hyperspectral Super-resolution: A Dual-camera System and Pipeline. GDR IASIS Solutions matérielles pour la fusion de données, Sep 2025, Paris, France. ⟨hal-05424586⟩
  • Matthieu Muller, Daniele Picone, Mauro Dalla Mura, Magnus Ulfarsson. Dématriçage Robuste aux Filtres et à leurs Arrangements via un Algorithme Déroulé. GRETSI 2025 – XXXème Colloque Francophone de Traitement du Signal et des Images, Aug 2025, Strasbourg, France. ⟨hal-05414084⟩
  • T. Bajjouk, Antoine Lavrard-Meyer, Audrey Minghelli, Lucas Drumetz, Pascal Mouquet, et al.. Cartographier les variables essentielles de biodiversité côtière par imagerie satellite multi et hyperspectrale : Projet SCO-BioEOS. merIGéo 2025 : 5e édition du colloque national bisannuel dédié à la géomatique appliquée au milieu marin, Ifremer; OFB; Shom; IGARUN; Nantes Université, Mar 2025, Nantes, France. ⟨hal-05016838⟩
  • Touria Bajjouk, Antoine Lavrard-Meyer, Audrey Minghelli, Lucas Drumetz, Pascal Mouquet, et al.. Developing EO-based framework for estimating biodiversity variables of coral reef and seagrass ecosystems at Large Scale. BIOSPACE 2025 : Biodiversity Insight from Space, Agence Spatiale Européenne (ESA), Feb 2025, Frascati, Italy. ⟨hal-05016698⟩
  • Matthieu Muller, Daniele Picone, Mauro Dalla Mura, Magnus O Ulfarsson. Pattern-invariant Unrolling for Robust Demosaicking. EUSIPCO 2024 – 32nd European Signal Processing Conference, Aug 2024, Lyon, France. ⟨hal-04666328⟩
  • Anthony Frion, Lucas Drumetz, Guillaume Tochon, Mauro Dalla Mura, Abdeldjalil Aissa El Bey. Koopman Ensembles for Probabilistic Time Series Forecasting. EUSIPCO 2024 – 32nd European Signal Processing Conference, EURASIP, Aug 2024, Lyon, France. pp.2542-2546, ⟨10.23919/EUSIPCO63174.2024.10715299⟩. ⟨hal-04499908v2⟩
  • Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura. Advanced graph deep learning for High-dimensional image analysis: challenges and opportunities. ATSIP 2024 – IEEE 7th International Conference on Advanced Technologies, Signal and Image Processing (ATSIP), Jul 2024, Sousse, Tunisia. pp.488-493, ⟨10.1109/ATSIP62566.2024.10638986⟩. ⟨hal-04880372⟩
  • Mariem Ayad, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura. Geometric Deep Learning Techniques for Analyzing Brain 3D Meshes. ATSIP 2024 – IEEE 7th International Conference on Advanced Technologies, Signal and Image Processing (ATSIP), Jul 2024, Sousse, Tunisia. pp.477-482, ⟨10.1109/ATSIP62566.2024.10639030⟩. ⟨hal-04880366⟩
  • Yongkang Chen, Zuguo Zhu, Yan Huang, Peng Wang, Bo Huang, et al.. MSF: A Multi-Scale Fusion Generative Adversarial Network for SAR-to-Optical Image Translation. IGARSS 2024 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2024, Athènes, Greece. pp.9058-9061, ⟨10.1109/igarss53475.2024.10640486⟩. ⟨hal-04880370⟩
  • Daniele Picone, Mohamad Jouni, Mauro Dalla Mura. A study on combining a multi-aperture interferometric imaging spectrometer with a multispectral camera. IGARSS 2024 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2024, Athènes, Greece. ⟨hal-04648915⟩
  • Tristan Montagnon, James Hollingsworth, Erwan Pathier, Mathilde Marchandon, Mauro Dalla Mura, et al.. Fast and Accurate Sub-Pixel Displacement Estimation from Optical Satellite Images Using a New Hyper-Realistic Earthquake Database and U-Net Architecture. IGARSS 2024 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2024, Athènes, Greece. pp.5410-5414, ⟨10.1109/igarss53475.2024.10642840⟩. ⟨hal-04880378⟩
  • Daniele Picone, Mohamad Jouni, Mauro Dalla Mura. Spectro-spatial hyperspectral image reconstruction from interferometric acquisitions. ICASSP 2024 – IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2024, Seoul, South Korea. pp.2590-2594, ⟨10.1109/ICASSP48485.2024.10447567⟩. ⟨hal-04227192⟩
  • Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura. DNGAE: Deep Neighborhood Graph Autoencoder for Robust Blind Hyperspectral Unmixing. ICCCI 2023- 15th International Conference on Computational Collective Intelligence (ICCCI), Sep 2023, Budapest, Hungary. pp.84-96, ⟨10.1007/978-3-031-41456-5_7⟩. ⟨hal-04219597⟩
  • Anthony Frion, Lucas Drumetz, Guillaume Tochon, Mauro Dalla Mura, Abdeldjalil Aissa El Bey. Learning Sentinel-2 reflectance dynamics for data-driven assimilation and forecasting. EUSIPCO 2023 – 31st European Signal Processing Conference, EURASIP, Sep 2023, Helsinki, Finland. ⟨10.23919/EUSIPCO58844.2023.10289879⟩. ⟨hal-04018094⟩
  • Matthieu Muller, Daniele Picone, Mauro Dalla Mura, Magnus Orn Ulfarsson. Dématriçage basé sur un modèle du motif Sparse3. GRETSI 2023 – XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France. ⟨hal-05414088⟩
  • Anthony Frion, Lucas Drumetz, Mauro Dalla Mura, Guillaume Tochon, Abdeldjalil Aissa El Bey. Assimilation de données variationnelle de séries temporelles d’images Sentinel-2 avec un modèle dynamique auto-supervisé. 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-04084032⟩
  • Olivier Lim, Stéphane Mancini, Mauro Dalla Mura. Estimation de performances d’un imageur hyperspectral compressif sur système embarqué pour des applications de télédétection. GRETSI 2023 – XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France. ⟨hal-04884633⟩
  • Paul Aimé, Lucas Drumetz, Mauro Dalla Mura, Touria Bajjouk, René Garello. Consistency and Ambiguities of Quality No Reference Metric for Pansharpening. IGARSS 2023 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena (CA), United States. pp.5583-5586, ⟨10.1109/IGARSS52108.2023.10282360⟩. ⟨hal-04680029⟩
  • Tristan Montagnon, James Hollingsworth, Erwan Pathier, Mathilde Marchandon, Mauro Dalla Mura, et al.. A New Deep-Learning Approach for the Sub-Pixel Registration of Satellite Images Containing Sharp Displacement Discontinuities. IGARSS 2023 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States. ⟨10.1109/IGARSS52108.2023.10283255⟩. ⟨hal-04256602⟩
  • Olivier Lim, Stéphane Mancini, Mauro Dalla Mura. Potential of an Embedded Hyperspectral Compressive Imaging System for Remote Sensing Applications. IGARSS 2023 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States. pp.4238-4241, ⟨10.1109/IGARSS52108.2023.10282751⟩. ⟨hal-04281798v2⟩
  • Matthieu Muller, Daniele Picone, Mauro Dalla Mura, Magnus Ulfarsson. Model-based demosaicking for acquisitions by a RGBW color filter array. IGARSS 2023 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, California, USA, United States. ⟨hal-04114828⟩
  • Han Nguyen, Magnus Ulfarsson, Johannes Sveinsson, Mauro Dalla Mura. Sure-Ergas: Unsupervised Deep Learning Multispectral and Hyperspectral Image Fusion. IGARSS 2023 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States. pp.5623-5626, ⟨10.1109/igarss52108.2023.10281870⟩. ⟨hal-04880390⟩
  • Giuseppe Costantino, Sophie Giffard-Roisin, Mauro Dalla Mura, Anne Socquet. Characterization of Slow Slip Events from Gnss Data with Deep Learning. IGARSS 2023 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States. pp.2129-2132, ⟨10.1109/igarss52108.2023.10281832⟩. ⟨hal-04880386⟩
  • Mathis Urard, Clément Paquet, Charlotte Beylier, Jean-Noël Pena, Alice Caplier, et al.. Training dataset optimization for deep learning applied to optical proximity correction on non-regular hole masks. EMLC 2023 – 38th European Mask and Lithography Conference, Jun 2023, Dresden, Germany. pp.128020A, ⟨10.1117/12.2675612⟩. ⟨hal-04880394⟩
  • Anthony Frion, Lucas Drumetz, Mauro Dalla Mura, Guillaume Tochon, Abdeldjalil Aissa El Bey. Leveraging Neural Koopman Operators to Learn Continuous Representations of Dynamical Systems from Scarce Data. ICASSP 2023 – IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes, Greece. ⟨10.1109/ICASSP49357.2023.10094919⟩. ⟨hal-03895087v2⟩
  • Mohamad Jouni, Daniele Picone, Mauro Dalla Mura. Model-based spectral reconstruction of interferometric acquisitions. ICASSP 2023 – IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10096543⟩. ⟨hal-03833387⟩
  • Tristan Montagnon, James Hollingsworth, Erwan Pathier, Mathilde Marchandon, Mauro Dalla Mura, et al.. Sub-Pixel Optical Satellite Image Registration For Ground Deformation Using Deep Learning. ICIP 2022 – 29th IEEE International Conference on Image Processing (IEEE ICIP), Oct 2022, Bordeaux, France. ⟨10.1109/ICIP46576.2022.9897214⟩. ⟨hal-03792624⟩
  • Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura. Multi Spectral-Spatial Gabor Feature Fusion Based On End-To-End Deep Learning For Hyperspectral Image Classification. WHISPERS 2022 – 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), Sep 2022, Rome, Italy. pp.1-6, ⟨10.1109/WHISPERS56178.2022.9955105⟩. ⟨hal-04055622⟩
  • Silvère Gousset, Daniele Picone, Etienne Le Coarer, Juana M. Rodrigo, D. Voisin, et al.. ImSPOC: A novel compact hyperspectral camera for the monitoring of atmospheric gases. IGARSS 2022 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur, Malaysia. ⟨10.1109/IGARSS46834.2022.9884258⟩. ⟨hal-04056515⟩
  • Han Nguyen, Magnus Ulfarsson, Johannes Sveinsson, Mauro Dalla Mura. Hyperspectral Super-Resolution by Unsupervised Convolutional Neural Network and Sure. IGARSS 2022 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur, Malaysia. pp.903-906, ⟨10.1109/igarss46834.2022.9883576⟩. ⟨hal-04880399⟩
  • Mariem Ayed, Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura. A deep learning approach based on morphological profiles for Hyperspectral Image unmixing. ATSIP 2022 – 6th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), May 2022, Sfax, Tunisia. pp.1-6, ⟨10.1109/ATSIP55956.2022.9805868⟩. ⟨hal-04880398⟩
  • Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura. Semi-supervised Classification of Hyperspectral Image through Deep Encoder-Decoder and Graph Neural Networks. ICOTEN 2021 – International Congress of Advanced Technology and Engineering (ICOTEN), Jul 2021, Taiz, Yemen. pp.1-8, ⟨10.1109/ICOTEN52080.2021.9493562⟩. ⟨hal-03546385⟩
  • Adolfo Inza, Pablo Eduardo Espinoza Lara, Carlos Alexandre, Jean Philippe Metaxian, Jerome I. Mars, et al.. Sismo -volcano classification in real time based on Empirical Mode Decomposition (EMD) and Machine Learning. American Geophysical Union, Fall Meeting 2020, Dec 2020, San Francisco, United States. ⟨hal-03112554⟩
  • Bouthayna Msellmi, Daniele Picone, Zouhaier Ben Rabah, Mauro Dalla Mura, Imed Riadh Farah. Sub-Pixel Mapping Method Based on K-SVD Dictionary Learning and Total Variation Minimization. IGARSS 2020 – IEEE International Geoscience and Remote Sensing Symposium, Sep 2020, Waikoloa, United States. pp.2823-2826, ⟨10.1109/igarss39084.2020.9324142⟩. ⟨hal-04880408⟩
  • Kuniaki Uto, Mauro Dalla Mura, Yuka Sasaki, Koichi Shinoda. Estimation of Leaf Angle Distribution Based on Statistical Properties of Leaf Shading Distribution. IGARSS 2020 – IEEE International Geoscience and Remote Sensing Symposium, Sep 2020, Waikoloa, United States. pp.5195-5198, ⟨10.1109/igarss39084.2020.9324554⟩. ⟨hal-04880416⟩
  • Bouthayna Msellmi, Daniele Picone, Zouhaier Ben Rabah, Mauro Dalla Mura, Imed Riadh Farah. Sub-pixel Mapping Method based on Total Variation Minimization and Spectral Dictionary. ATSIP 2020 – 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), Sep 2020, Sousse, Tunisia. pp.1-7, ⟨10.1109/ATSIP49331.2020.9231682⟩. ⟨hal-04880414⟩
  • Julien Baderot, Michel Desvignes, Laurent Condat, Mauro Dalla Mura. Tree of Shapes Cut for Material Segmentation Guided by a Design. ICASSP 2020 – IEEE International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, Spain. pp.2593-2597, ⟨10.1109/icassp40776.2020.9054378⟩. ⟨hal-04880405⟩
  • Lucas Drumetz, Mauro Dalla Mura, Guillaume Tochon, Ronan Fablet. Learning Endmember Dynamics in Multitemporal Hyperspectral Data Using A State-Space Model Formulation. ICASSP 2020 – IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, May 2020, Barcelone (virtual), Spain. ⟨10.1109/ICASSP40776.2020.9053787⟩. ⟨hal-02490607⟩
  • Daniele Picone, Aneline Dolet, Silvere Gousset, Didier Voisin, Mauro Dalla Mura, et al.. Characterisation of a Snapshot Fourier Transform Imaging Spectrometer Based on an Array of Fabry-Perot Interferometers. ICASSP 2020 – IEEE International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelone, Spain. pp.1529-1533, ⟨10.1109/ICASSP40776.2020.9053032⟩. ⟨hal-04741308⟩
  • Christophe Voisin, Estelle Delouche, Marielle Malfante, Mauro Dalla Mura, Jerome I. Mars. Torwards Earthquake Prediction?. American Geophysical Union, Fall Meeting 2019, Dec 2019, San Francisco, United States. ⟨hal-02535122⟩
  • 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⟩
  • Touria Bajjouk, Ichrak Zarati, Lucas Drumetz, Mauro Dalla Mura. Spatial characterization of marine vegetation using semisupervised hyperspectral unmixing. WHISPERS 2019 – 10th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Sep 2019, Amsterdam, Netherlands. ⟨10.1109/WHISPERS.2019.8920949⟩. ⟨hal-02288881⟩
  • Bouthayna Msellmi, Daniele Picone, Mauro Dalla Mura, Zouhaier Ben Rabah, Imed Riadh Farah. Isotropic Total Variation Minimization for Sub-Pixel Mapping. IGARSS 2019 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.3325-3328, ⟨10.1109/igarss.2019.8898478⟩. ⟨hal-04880422⟩
  • 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⟩
  • Mohamad Jouni, Mauro Dalla Mura, Pierre Comon. Hyperspectral Image Classification Using Tensor CP Decomposition. IGARSS 2019 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. ⟨10.1109/IGARSS.2019.8898346⟩. ⟨hal-01998220⟩
  • 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⟩
  • Mohamad Jouni, Mauro Dalla Mura, Pierre Comon. Classification of Hyperspectral Images as Tensors Using Nonnegative CP Decomposition. ISMM 2019 – 14th International Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany. pp.189-201. ⟨hal-01998121⟩
  • Olumide Okubadejo, Edward Andò, Laurent Bonnaud, Gioacchino Cinno Viggiani, Mauro Dalla Mura. Contact based hierarchical segmentation for granular materials. ISMM 2019 – 14th International Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany. ⟨hal-02097130⟩
  • 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⟩
  • Daniele Picone, Laurent Condat, Florian Cotte, Mauro Dalla Mura. Image fusion and reconstruction of compressed data: A joint approach. ICIP 2018 – 25th IEEE International Conference on Image Processing, Oct 2018, Athènes, Greece. ⟨10.1109/ICIP.2018.8451631⟩. ⟨hal-01851515⟩
  • Eduardo Alejandro Tusa Jumbo, Antony Laybros, J.M. Monnet, Mauro Dalla Mura, J.B. Barré, et al.. Fusion of Hyperspectral Images and LiDAR Data for Forestry Monitoring – A Review. Whispers 2018, 9th edition of the Whispers Conference, Sep 2018, Amsterdam, Netherlands. pp.1. ⟨hal-02608217⟩
  • Daniele Picone, Laurent Condat, Mauro Dalla Mura. Analysis of masks for compressed acquisitions in variational-based pansharpening. CoSeRa – International Workshop on Compressed Sensing applied to Radar, Multimodal Sensing, and Imaging, Sep 2018, Siegen, Germany. ⟨hal-01851407⟩
  • 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⟩
  • Mohamad Jouni, Mauro Dalla Mura, Pierre Comon. Some issues in computing the CP decomposition of NonNegative Tensors. LVA/ICA 2018 – 14th International Conference on Latent Variable Analysis and Signal Separation, Jul 2018, Guildford, United Kingdom. pp.57-66, ⟨10.1007/978-3-319-93764-9_6⟩. ⟨hal-01784370v2⟩
  • Marielle Malfante, Omar Mohammed, Cedric Gervaise, Mauro Dalla Mura, Jerome I. Mars. Use of deep features for the automatic classification of fish sounds. OCEANS 2018 – OCEANS ’18 MTS/IEEE. Ocean Planet – It’s our home., May 2018, Kobe, Japan. ⟨hal-01802551⟩
  • Daniele Picone, Mauro Dalla Mura, Laurent Condat. Pansharpening of images acquired with color filter arrays. SPIE Photonics Europe 2018, Apr 2018, Strasbourg, France. ⟨hal-01851522⟩
  • Marielle Malfante, Mauro Dalla Mura, Baptiste Boullay, Jean-Philippe Métaxian, Jerome I. Mars. Apprentissage statistique: classification automatique de signaux volcano-sismiques. GRETSI 2017 – XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-Les-Pins, France. ⟨hal-01583748⟩
  • Marielle Malfante, Mauro Dalla Mura, Jerome I. Mars, Jean-Philippe Métaxian. Machine Learning for Automatic Classification of Volcano-Seismic Signatures. EUSIPCO 2017 – 25th European Signal Processing Conference, Aug 2017, Kos Island, Greece. pp.2457-2461. ⟨hal-01578149⟩
  • 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⟩
  • 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⟩
  • Petra Bosilj, Bharath Bhushan Damodaran, Erchan Aptoula, Mauro Dalla Mura, Sébastien Lefèvre. Attribute Profiles from Partitioning Trees. ISMM 2017 – 13th International Symposium on Mathematical Morphology, May 2017, Fontainebleau, France. ⟨10.1007/978-3-319-57240-6_31⟩. ⟨hal-01672856⟩
  • Marielle Malfante, Mauro Dalla Mura, Jerome I. Mars, Orlando Macedo, Adolfo Inza, et al.. Automatic classification of seismo-volcanic signatures. EGU 2017 – European Geosciences Union General Assembly, Apr 2017, Vienne, Austria. pp.8842-2. ⟨hal-01520728⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Gabriele Cavallaro, Mauro Dalla Mura, Edwin Carlinet, Thierry Géraud, Nicola Falco, et al.. Region-based classification of remote sensing images with the morphological tree of shapes. IGARSS 2016 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2016, Beijing, China. pp.5087 – 5090, ⟨10.1109/IGARSS.2016.7730326⟩. ⟨hal-01476244⟩
  • 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⟩
  • Marielle Malfante, Mauro Dalla Mura, Jerome I. Mars, Cedric Gervaise. Automatic fish sounds classification. Acoustics 2016 – 171st Meeting of The Acoustical Society of America, May 2016, Salt Lake City, United States. pp.2115. ⟨hal-01343780⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Mauro Dalla Mura, Mathieu Fauvel. Image analysis of hyperspectral data using mathematical morphology. WHISPERS 2014 – 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2014, Lausanne, Switzerland. ⟨10.5281/zenodo.437195⟩. ⟨hal-01608204⟩
  • 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⟩
  • 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⟩
  • Devis Tuia, Michele Volpi, Mauro Dalla Mura, Remi Flamary, Rakotomamonjy Alain. Discovering relevant spatial filterbanks for VHR image classification. 21st International Conference on Pattern Recognition (ICPR 2012), Nov 2012, Tsukuba, Japan. pp.3212-3215. ⟨hal-00798589⟩
  • Mauro Dalla Mura, Francesco Nex, Fabio Remondino, Michele Zanin. Integration of photogrammetric DSM and advanced image analysis for the classification of urban areas. Image and Signal Processing for Remote Sensing XVIII, Sep 2012, Édimbourg, United Kingdom. pp.85370U-1 85370U-11, ⟨10.1117/12.999359⟩. ⟨hal-00798590⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩

Poster de conférence6 documents

  • T. Bajjouk, Antoine Lavrard-Meyer, Sylvain Bonhommeau, Malik Chami, Mauro Dalla Mura, et al.. SCO BIOEOS. Apport de la fusion hyperspectrale multi-resolution pour caractériser les fonds coralliens. SFPT-GH 2024 – 9ème colloque scientifique du groupe hyperspectral de la SFPT, May 2024, Rennes, France. , ⟨10.13155/106081⟩. ⟨hal-04723249⟩
  • Mohamad Jouni, Daniele Picone, Mauro Dalla Mura. Reconstruction of Spectra from Interferometric Measurements (poster). Co-conception : capteurs hybrides et algorithmes pour des systèmes innovants, Nov 2023, Paris, France. . ⟨hal-04302003⟩
  • Mohamad Jouni, Daniele Picone, Mauro Dalla Mura. Model-based Spectral Reconstruction of Interferometric Acquisitions (poster). ICASSP 2023 – IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes Island, Greece. , 2023. ⟨hal-04295262⟩
  • Mohamad Jouni, Mauro Dalla Mura, Pierre Comon. Feature Extraction of Multimodal Images Based on Tensor Decomposition and Mathematical Morphology (poster). 2020 UGA & UT Workshop, Dec 2020, Online, Japan. . ⟨hal-04306074⟩
  • Remi Flamary, Khalil Harrane, Mathieu Fauvel, Silvia Valero, Mauro Dalla Mura. Discrimination périodique à partir d’observations multi-temporelles. GRETSI 2015 – XXVème Colloque francophone de traitement du signal et des images, Sep 2015, Lyon, France. , 4 p., 2015. ⟨hal-02799273⟩
  • 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⟩

Chapitres d’ouvrage5 documents

  • Josselin Aval, Xavier Briottet, Sophie Fabre, Pierre-Yves Foucher, V. Carrere, et al.. Applications in remote sensing—anthropogenic activities. Hyperspectral Imaging, 32, , pp.411-452, 2020, Data Handling in Science and Technology, ISBN 978-0-444-63977-6. ⟨10.1016/b978-0-444-63977-6.00017-1⟩. ⟨hal-02592475⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩

Pré-publications, Documents de travail4 documents

  • El Mehdi Abdali, Daniele Picone, Mauro Dalla Mura, Stéphane Mancini. Implementation of hyperspectral inversion algorithms on FPGA: Hardware comparison using High Level Synthesis. 2023. ⟨hal-04227223⟩
  • Giuseppe Costantino, Sophie Giffard-Roisin, Mathilde Radiguet, Mauro Dalla Mura, David Marsan, et al.. Slow slip detection with deep learning in multi-station raw geodetic time series validated against tremors in Cascadia. 2023. ⟨hal-04109528⟩
  • Matthieu Muller, Daniele Picone, Mauro Dalla Mura, Magnus Ulfarsson. Model-based demosaicking of sparse 3 color filter array acquisitions. 2022. ⟨hal-03898123⟩
  • 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⟩

Rapports3 documents

  • Touria Bajjouk, Pascal Mouquet, Antoine Lavrard-Meyer, Audrey Minghelli, Lucas Drumetz, et al.. Projet SCO-BioEOS, Suivi des Variables Essentielles de la Biodiversité côtière : Mise en Oeuvre sur le Site Pilote de La Réunion. Ifremer; CNES; Préfecture de La Réunion/SGAR. 2025, pp.60. ⟨hal-05054109⟩
  • 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⟩

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