| 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 | 342 | 2010 |
| Hyperspectral image classification with independent component discriminant analysis A Villa, JA Benediktsson, J Chanussot, C Jutten IEEE transactions on Geoscience and remote sensing 49 (12), 4865-4876, 2011 | 249 | 2011 |
| Spectral unmixing for the classification of hyperspectral images at a finer spatial resolution A Villa, J Chanussot, JA Benediktsson, C Jutten IEEE Journal of Selected Topics in Signal Processing 5 (3), 521-533, 2010 | 166 | 2010 |
| A quantitative and comparative assessment of unmixing-based feature extraction techniques for hyperspectral image classification I Dópido, A Villa, A Plaza, P Gamba IEEE Journal of selected topics in applied earth observations and remote …, 2012 | 122 | 2012 |
| Unsupervised methods for the classification of hyperspectral images with low spatial resolution A Villa, J Chanussot, JA Benediktsson, C Jutten, R Dambreville Pattern Recognition 46 (6), 1556-1568, 2013 | 67 | 2013 |
| Unmixing prior to supervised classification of remotely sensed hyperspectral images I Dópido, M Zortea, A Villa, A Plaza, P Gamba IEEE Geoscience and Remote Sensing Letters 8 (4), 760-764, 2011 | 57 | 2011 |
| Retrieval of the height of buildings from WorldView-2 multi-angular imagery using attribute filters and geometric invariant moments GA Licciardi, A Villa, M Dalla Mura, L Bruzzone, J Chanussot, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2012 | 41 | 2012 |
| On the use of ICA for hyperspectral image analysis A Villa, J Chanussot, C Jutten, JA Benediktsson, S Moussaoui 2009 IEEE International Geoscience and Remote Sensing Symposium 4, IV-97-IV-100, 2009 | 34 | 2009 |
| Gradient optimization for multiple kernel's parameters in support vector machines classification A Villa, M Fauvel, J Chanussot, P Gamba, JA Benediktsson IGARSS 2008-2008 IEEE International Geoscience and Remote Sensing Symposium …, 2008 | 30 | 2008 |
| Parsimonious Mahalanobis kernel for the classification of high dimensional data M Fauvel, J Chanussot, JA Benediktsson, A Villa Pattern Recognition 46 (3), 845-854, 2013 | 26 | 2013 |
| Calibration of SAR polarimetric images by means of a covariance matching approach A Villa, L Iannini, D Giudici, A Monti-Guarnieri, S Tebaldini IEEE Transactions on Geoscience and Remote Sensing 53 (2), 674-686, 2014 | 23 | 2014 |
| Super-resolution: an efficient method to improve spatial resolution of hyperspectral images A Villa, J Chanussot, JA Benediktsson, M Ulfarsson, C Jutten 2010 IEEE International Geoscience and Remote Sensing Symposium, 2003-2006, 2010 | 19 | 2010 |
| A comparative assessment of several processing chains for hyperspectral image classification: What features to use? I Dópido, A Villa, A Plaza, P Gamba 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2011 | 14 | 2011 |
| Image fusion and spectral unmixing of hyperspectral images for spatial improvement of classification maps GA Licciardi, A Villa, MM Khan, J Chanussot 2012 IEEE International Geoscience and Remote Sensing Symposium, 7290-7293, 2012 | 13 | 2012 |
| A new semi-supervised algorithm for hyperspectral image classification based on spectral unmixing concepts A Villa, J Li, A Plaza, JM Bioucas-Dias 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2011 | 12 | 2011 |
| Mahalanobis kernel for the classification of hyperspectral images M Fauvel, A Villa, J Chanussot, JA Benediktsson 2010 IEEE International Geoscience and Remote Sensing Symposium, 3724-3727, 2010 | 9 | 2010 |
| Unsupervised classification and spectral unmixing for sub-pixel labelling A Villa, J Chanussot, JA Benediktsson, C Jutten 2011 IEEE International Geoscience and Remote Sensing Symposium, 71-74, 2011 | 8 | 2011 |
| Unsupervised clustering and spectral unmixing for feature extraction prior to supervised classification of hyperspectral images I Dópido, A Villa, A Plaza Satellite Data Compression, Communications, and Processing VII 8157, 81570M, 2011 | 7 | 2011 |
| Independent component discriminant analysis for hyperspectral image classification A Villa, JA Benediktsson, J Chanussot, C Jutten 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2010 | 6 | 2010 |
| Advanced spectral unmixing and classification methods for hyperspectral remote sensing data A Villa Université de Grenoble; 102 Univ of Iceland, Reykjavik, 2011 | 5 | 2011 |
Jocelyn ChanussotGrenoble Institute of TechnologyEmail verificata su gipsa-lab.grenoble-inp.fr
