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Mathieu Fauvel
Mathieu Fauvel
CESBIO, University of Toulouse, INRA, INPT, INPT-EI PURPAN
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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
16962009
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
12742012
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
12322008
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
7722010
Hyperspectral data exploitation: theory and applications
CI Chang
John Wiley & Sons, 2007
6782007
Kernel methods for remote sensing data analysis
G Camps-Valls, L Bruzzone
John Wiley & Sons, 2009
4752009
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, 1-14, 2009
3082009
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
3012012
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
2952006
Multiple classifier systems in remote sensing: from basics to recent developments
JA Benediktsson, J Chanussot, M Fauvel
International Workshop on Multiple Classifier Systems, 501-512, 2007
1612007
Evaluation of kernels for multiclass classification of hyperspectral remote sensing data
M Fauvel, J Chanussot, JA Benediktsson
2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006
1572006
Classification of remote sensing images from urban areas using a fuzzy possibilistic model
J Chanussot, JA Benediktsson, M Fauvel
IEEE Geoscience and Remote Sensing Letters 3 (1), 40-44, 2006
1492006
A classifier ensemble based on fusion of support vector machines for classifying hyperspectral data
X Ceamanos, B Waske, JA Benediktsson, J Chanussot, M Fauvel, ...
International Journal of Image and Data Fusion 1 (4), 293-307, 2010
1202010
Spectral and spatial methods for the classification of urban remote sensing data
M Fauvel
Institut National Polytechnique de Grenoble-INPG; Université d'Islande, 2007
952007
Tree species classification in temperate forests using Formosat-2 satellite image time series
D Sheeren, M Fauvel, V Josipović, M Lopes, C Planque, J Willm, ...
Remote Sensing 8 (9), 734, 2016
802016
Retrieval of Mars surface physical properties from OMEGA hyperspectral images using Regularized Sliced Inverse Regression
C Bernard‐Michel, S Douté, M Fauvel, L Gardes, S Girard
Journal of Geophysical Research: Planets 114 (E6), 2009
772009
Kernel principal component analysis for feature reduction in hyperspectrale images analysis
M Fauvel, J Chanussot, JA Benediktsson
Proceedings of the 7th Nordic Signal Processing Symposium-NORSIG 2006, 238-241, 2006
742006
Segmentation and classification of hyperspectral data using watershed
Y Tarabalka, J Chanussot, JA Benediktsson, J Angulo, M Fauvel
IGARSS 2008-2008 IEEE International Geoscience and Remote Sensing Symposium …, 2008
702008
Integration of segmentation techniques for classification of hyperspectral images
P Ghamisi, MS Couceiro, M Fauvel, JA Benediktsson
IEEE Geoscience and Remote Sensing Letters 11 (1), 342-346, 2013
682013
Fast forward feature selection of hyperspectral images for classification with Gaussian mixture models
M Fauvel, C Dechesne, A Zullo, F Ferraty
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2015
512015
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