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Jocelyn Chanussot
Jocelyn Chanussot
Grenoble Institute of Technology
Adresse e-mail validée de gipsa-lab.grenoble-inp.fr - Page d'accueil
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Hyperspectral unmixing overview: Geometrical, statistical, and sparse regression-based approaches
JM Bioucas-Dias, A Plaza, N Dobigeon, M Parente, Q Du, P Gader, ...
IEEE journal of selected topics in applied earth observations and remote …, 2012
27642012
Hyperspectral remote sensing data analysis and future challenges
JM Bioucas-Dias, A Plaza, G Camps-Valls, P Scheunders, N Nasrabadi, ...
IEEE Geoscience and remote sensing magazine 1 (2), 6-36, 2013
18092013
Recent advances in techniques for hyperspectral image processing
A Plaza, JA Benediktsson, JW Boardman, J Brazile, L Bruzzone, ...
Remote sensing of environment 113, S110-S122, 2009
17692009
Advances in spectral-spatial classification of hyperspectral images
M Fauvel, Y Tarabalka, JA Benediktsson, J Chanussot, JC Tilton
Proceedings of the IEEE 101 (3), 652-675, 2012
13642012
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles
M Fauvel, JA Benediktsson, J Chanussot, JR Sveinsson
IEEE Transactions on Geoscience and Remote Sensing 46 (11), 3804-3814, 2008
12922008
A critical comparison among pansharpening algorithms
G Vivone, L Alparone, J Chanussot, M Dalla Mura, A Garzelli, GA Licciardi, ...
IEEE Transactions on Geoscience and Remote Sensing 53 (5), 2565-2586, 2014
10842014
Graph convolutional networks for hyperspectral image classification
D Hong, L Gao, J Yao, B Zhang, A Plaza, J Chanussot
IEEE Transactions on Geoscience and Remote Sensing 59 (7), 5966-5978, 2020
9632020
Comparison of pansharpening algorithms: Outcome of the 2006 GRS-S data-fusion contest
L Alparone, L Wald, J Chanussot, C Thomas, P Gamba, LM Bruce
IEEE Transactions on Geoscience and Remote Sensing 45 (10), 3012-3021, 2007
9092007
Spectral–spatial classification of hyperspectral imagery based on partitional clustering techniques
Y Tarabalka, JA Benediktsson, J Chanussot
IEEE transactions on geoscience and remote sensing 47 (8), 2973-2987, 2009
8392009
SVM-and MRF-based method for accurate classification of hyperspectral images
Y Tarabalka, M Fauvel, J Chanussot, JA Benediktsson
IEEE Geoscience and Remote Sensing Letters 7 (4), 736-740, 2010
8372010
More diverse means better: Multimodal deep learning meets remote-sensing imagery classification
D Hong, L Gao, N Yokoya, J Yao, J Chanussot, Q Du, B Zhang
IEEE Transactions on Geoscience and Remote Sensing 59 (5), 4340-4354, 2020
7382020
Hyperspectral pansharpening: A review
L Loncan, LB De Almeida, JM Bioucas-Dias, X Briottet, J Chanussot, ...
IEEE Geoscience and remote sensing magazine 3 (3), 27-46, 2015
7002015
Segmentation and classification of hyperspectral images using watershed transformation
Y Tarabalka, J Chanussot, JA Benediktsson
Pattern recognition 43 (7), 2367-2379, 2010
6842010
Synthesis of multispectral images to high spatial resolution: A critical review of fusion methods based on remote sensing physics
C Thomas, T Ranchin, L Wald, J Chanussot
IEEE Transactions on Geoscience and Remote Sensing 46 (5), 1301-1312, 2008
6802008
A convex formulation for hyperspectral image superresolution via subspace-based regularization
M Simoes, J Bioucas‐Dias, LB Almeida, J Chanussot
IEEE Transactions on Geoscience and Remote Sensing 53 (6), 3373-3388, 2014
5982014
An augmented linear mixing model to address spectral variability for hyperspectral unmixing
D Hong, N Yokoya, J Chanussot, XX Zhu
IEEE Transactions on Image Processing 28 (4), 1923-1938, 2018
5932018
Hyperspectral and multispectral data fusion: A comparative review of the recent literature
N Yokoya, C Grohnfeldt, J Chanussot
IEEE Geoscience and Remote Sensing Magazine 5 (2), 29-56, 2017
5242017
Kernel methods for remote sensing data analysis
G Camps-Valls, L Bruzzone
John Wiley & Sons, 2009
4902009
SpectralFormer: Rethinking hyperspectral image classification with transformers
D Hong, Z Han, J Yao, L Gao, B Zhang, A Plaza, J Chanussot
IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2021
4872021
Scene classification with recurrent attention of VHR remote sensing images
Q Wang, S Liu, J Chanussot, X Li
IEEE Transactions on Geoscience and Remote Sensing 57 (2), 1155-1167, 2018
4852018
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