LEARNING ENDMEMBER DYNAMICS IN MULTITEMPORAL HYPERSPECTRAL DATA USING A STATE-SPACE MODEL FORMULATION

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, May 2020, Barcelone, Spain. ⟨ hal-02490607 ⟩

Hyperspectral Image Classification Based on Mathematical Morphology and Tensor DecompositionClassification d'images hyperspectrales basée sur la morphologie mathématique et la décomposition tensorielle

Mohamad Jouni, Mauro Dalla Mura, Pierre Comon. Hyperspectral Image Classification Based on Mathematical Morphology and Tensor Decomposition. Mathematical Morphology - Theory and Applications, De Gruyter 2020, 4 (1), pp.1-30. ⟨ 10.1515/mathm-2020-0001 ⟩. ⟨ hal-02401272v3 ⟩

Chapter 3.1 - Applications in remote sensing—natural landscapes

Touria Bajjouk, Florian de Boissieu, Jocelyn Chanussot, Sylvain Dout, Marie Dumont, et al.. Chapter 3.1 - Applications in remote sensing—natural landscapes. Data Handling in Science and Technology, 32, Elsevier Ltd, pp.371-410, 2020, ⟨ 10.1016/B978-0-444-63977-6.00016-X ⟩. ⟨ hal-02477896 ⟩

Automatic Multichannel Volcano-Seismic Classification Using Machine Learning and EMD

Pablo Lara, C. Alexandre Rolim Fernandes, Adolfo Inza, Jerome 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, IEEE, In press, 1, ⟨ 10.1109/JSTARS.2020.2982714 ⟩. ⟨ hal-02535142 ⟩

Applications in remote sensing—natural landscapes

Touria Bajjouk, Florian de Boissieu, Jocelyn Chanussot, Sylvain Douté, Marie Dumont, et al.. Applications in remote sensing—natural landscapes. Hyperspectral Imaging, pp.371-410, 2020, ⟨ 10.1016/b978-0-444-63977-6.00016-x ⟩. ⟨ hal-02592498 ⟩

Fusion of hyperspectral imaging and LiDAR for forest monitoring

Eduardo Tusa, Anthony Laybros, Jean-Matthieu Monnet, Mauro Dalla Mura, Jean-Baptiste Barré, et al.. Fusion of hyperspectral imaging and LiDAR for forest monitoring. Data Handling in Science and Technology, 32, Elsevier, pp.281-303, 2020, Data Handling in Science and Technology, 978-0-444-63977-6. ⟨ 10.1016/B978-0-444-63977-6.00013-4 ⟩. ⟨ hal-02443395 ⟩

Applications in remote sensing—anthropogenic activities

Josselin Aval, Xavier Briottet, Sophie Fabre, Pierre-Yves Foucher, Véronique Carrère, et al.. Applications in remote sensing—anthropogenic activities. Hyperspectral Imaging, pp.411-452, 2020, ⟨ 10.1016/b978-0-444-63977-6.00017-1 ⟩. ⟨ hal-02592475 ⟩

Torwards Earthquake Prediction?

Christophe Voisin, Estelle Delouche, Marielle Malfante, Mauro Dalla Mura, Jerome Mars. Torwards Earthquake Prediction?. American Geophysical Union, Fall Meeting 2019, Dec 2019, San Francisco, United States. ⟨ hal-02535122 ⟩

Braids of partitions for the hierarchical representation and segmentation of multimodal images

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, Elsevier, 2019, 95, pp.162-172. ⟨ 10.1016/j.patcog.2019.05.029 ⟩. ⟨ hal-02307542 ⟩

Spatial characterization of marine vegetation using semisupervised hyperspectral unmixing

Touria Bajjouk, Ichrak Zarati, Lucas Drumetz, Mauro Dalla Mura. Spatial characterization of marine vegetation using semisupervised hyperspectral unmixing. WHISPERS 2018 - 10th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Oct 2019, Amsterdam, Netherlands. ⟨ hal-02288881 ⟩