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
18552012
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
14202009
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
9782008
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
9772012
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
9742013
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
6842009
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
6472007
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
6032010
Segmentation and classification of hyperspectral images using watershed transformation
Y Tarabalka, J Chanussot, JA Benediktsson
Pattern Recognition 43 (7), 2367-2379, 2010
5352010
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
5012014
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
4892008
Kernel methods for remote sensing data analysis
G Camps-Valls, L Bruzzone
John Wiley & Sons, 2009
4132009
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
3582015
Classification of hyperspectral images by using extended morphological attribute profiles and independent component analysis
M Dalla Mura, A Villa, JA Benediktsson, J Chanussot, L Bruzzone
IEEE Geoscience and Remote Sensing Letters 8 (3), 542-546, 2010
3052010
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
2612014
Decision fusion for the classification of urban remote sensing images
M Fauvel, J Chanussot, JA Benediktsson
IEEE Transactions on Geoscience and Remote Sensing 44 (10), 2828-2838, 2006
2612006
Multiple spectral–spatial classification approach for hyperspectral data
Y Tarabalka, JA Benediktsson, J Chanussot, JC Tilton
IEEE Transactions on Geoscience and Remote Sensing 48 (11), 4122-4132, 2010
2592010
Segmentation and classification of hyperspectral images using minimum spanning forest grown from automatically selected markers
Y Tarabalka, J Chanussot, JA Benediktsson
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 40 …, 2009
2532009
Kernel principal component analysis for the classification of hyperspectral remote sensing data over urban areas
M Fauvel, J Chanussot, JA Benediktsson
EURASIP Journal on Advances in Signal Processing 2009 (1), 783194, 2009
2362009
A spatial–spectral kernel-based approach for the classification of remote-sensing images
M Fauvel, J Chanussot, JA Benediktsson
Pattern Recognition 45 (1), 381-392, 2012
2332012
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