Machine Learning for Volcano-Seismic Signals: Challenges and Perspectives

Marielle Malfante, Mauro Dalla Mura, Jean-Philippe Métaxian, Jerome Mars, Orlando Macedo, et al.. Machine Learning for Volcano-Seismic Signals: Challenges and Perspectives. IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers, 2018, 35 (2), pp.20 - 30. 〈10.1109/MSP.2017.2779166〉. 〈hal-01742506〉

GPU Framework for Change Detection in Multitemporal Hyperspectral Images

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, Springer Verlag, 2017, 〈10.1007/s10766-017-0547-5〉. 〈hal-01666058〉

Multimorphological Superpixel Model for Hyperspectral Image Classification

Tianzhu Liu, Yanfeng Gu, Jocelyn Chanussot, Mauro Dalla Mura. Multimorphological Superpixel Model for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2017, 55 (12), pp.6950 - 6963. 〈10.1109/TGRS.2017.2737037〉. 〈hal-01665290〉

Apprentissage statistique: classification automatique de signaux volcano-sismiques

Marielle Malfante, Mauro Dalla Mura, Baptiste Boullay, Jean-Philippe Métaxian, Jerome Mars. Apprentissage statistique: classification automatique de signaux volcano-sismiques. XXVIème colloque GRETSI (GRETSI 2017), Sep 2017, Juan les Pins, France. 2017, Proceeding Actes de la conférence Gretsi 2017. 〈hal-01583748〉

Simultaneous extraction of roads and buildings in remote sensing imagery with convolutional neural networks

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, Elsevier, 2017, 130, pp.139 - 149. 〈10.1016/j.isprsjprs.2017.05.002〉. 〈hal-01672877〉

Object Tracking by Hierarchical Decomposition of Hyperspectral Video Sequences: Application to Chemical Gas Plume Tracking

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, Institute of Electrical and Electronics Engineers, 2017, 55 (8), pp.4567 - 4585. 〈10.1109/TGRS.2017.2694159〉. 〈hal-01665299〉

Taking Optimal Advantage of Fine Spatial Resolution: Promoting partial image reconstruction for the morphological analysis of very-high-resolution images

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, IEEE, 2017, 5 (2), pp.8 - 28. 〈10.1109/MGRS.2017.2663666〉. 〈hal-01665297〉

Using Multiple Subpixel Shifted Images With Spatial–Spectral Information in Soft-Then-Hard Subpixel Mapping

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, IEEE, 2017, 10 (6), pp.2950 - 2959. 〈10.1109/JSTARS.2017.2713439〉. 〈hal-01665302〉

Band Assignment Approaches for Hyperspectral Sharpening

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, IEEE - Institute of Electrical and Electronics Engineers, 2017, 14 (5), pp.739 - 743. 〈10.1109/LGRS.2017.2677087〉. 〈hal-01665295〉

Automatic classification of seismo-volcanic signatures

Marielle Malfante, Mauro Dalla Mura, Jerome Mars, Orlando Macedo, Adolfo Inza, et al.. Automatic classification of seismo-volcanic signatures. European Geosciences Union General Assembly 2017, Apr 2017, Vienne, Austria. 19, pp.8842-2, 2017. 〈hal-01520728〉