 | 2012 |
| 17 |  | Mathieu Fauvel,
Jocelyn Chanussot,
Jon Atli Benediktsson:
A spatial-spectral kernel-based approach for the classification of remote-sensing images.
Pattern Recognition 45(1): 381-392 (2012) |
| 2011 |
| 16 |  | David Sheeren,
Mathieu Fauvel,
Sylvie Ladet,
Anne Jacquin,
Georges Bertoni,
Annick Gibon:
Mapping ash tree colonization in an agricultural mountain landscape: Investigating the potential of hyperspectral imagery.
IGARSS 2011: 3672-3675 |
| 15 |  | Mathieu Fauvel,
Alberto Villa,
Jocelyn Chanussot,
Jon Atli Benediktsson:
Mahalanobis kernel based on probabilistic principal component.
IGARSS 2011: 3907-3910 |
| 2010 |
| 14 |  | Mathieu Fauvel,
Alberto Villa,
Jocelyn Chanussot,
Jon Atli Benediktsson:
Mahalanobis kernel for the classification of hyperspectral images.
IGARSS 2010: 3724-3727 |
| 2009 |
| 13 |  | Caroline Bernard-Michel,
Sylvain Douté,
Mathieu Fauvel,
Laurent Gardes,
Stéphane Girard:
Support vectors machines regression for estimation of mars surface physical properties.
ESANN 2009 |
| 12 |  | Mathieu Fauvel,
Jocelyn Chanussot,
Jon Atli Benediktsson:
Kernel Principal Component Analysis for the Construction of the Extended Morphological Profile.
IGARSS (2) 2009: 843-846 |
| 11 |  | Mathieu Fauvel,
Jocelyn Chanussot,
Jon Atli Benediktsson:
Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas.
EURASIP J. Adv. Sig. Proc. 2009: (2009) |
| 2008 |
| 10 |  | Mathieu Fauvel,
Jocelyn Chanussot,
Jon Atli Benediktsson:
Adaptive pixel neighborhood definition for the classification of hyperspectral images with support vector machines and composite kernel.
ICIP 2008: 1884-1887 |
| 9 |  | Jon Atli Benediktsson,
Xavier Ceamanos,
Björn Waske,
Jocelyn Chanussot,
Johannes R. Sveinsson,
Mathieu Fauvel:
Ensemble Methods for Classification of Hyperspectral Data.
IGARSS (1) 2008: 62-65 |
| 8 |  | Yuliya Tarabalka,
Jocelyn Chanussot,
Jon Atli Benediktsson,
Jesús Angulo,
Mathieu Fauvel:
Segmentation and Classification of Hyperspectral Data using Watershed.
IGARSS (3) 2008: 652-655 |
| 7 |  | Alberto Villa,
Mathieu Fauvel,
Jocelyn Chanussot,
Paolo Gamba,
Jon Atli Benediktsson:
Gradient Optimization for multiple kernel's parameters in support vector machines classification.
IGARSS (4) 2008: 224-227 |
| 6 |  | Mathieu Fauvel,
Jon Atli Benediktsson,
Jocelyn Chanussot,
Johannes R. Sveinsson:
Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles.
IEEE T. Geoscience and Remote Sensing 46(11): 3804-3814 (2008) |
| 2007 |
| 5 |  | Mathieu Fauvel,
Jocelyn Chanussot,
Jon Atli Benediktsson:
A joint spatial and spectral SVM's classification of panchromatic images.
IGARSS 2007: 1497-1500 |
| 4 |  | Mathieu Fauvel,
Jocelyn Chanussot,
Jon Atli Benediktsson,
Johannes R. Sveinsson:
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles.
IGARSS 2007: 4834-4837 |
| 3 |  | Jon Atli Benediktsson,
Jocelyn Chanussot,
Mathieu Fauvel:
Multiple Classifier Systems in Remote Sensing: From Basics to Recent Developments.
MCS 2007: 501-512 |
| 2006 |
| 2 |  | Antonio J. Plaza,
Jon Atli Benediktsson,
Joseph W. Boardman,
J. Brazile,
Lorenzo Bruzzone,
G. Camps-Vails,
Jocelyn Chanussot,
Mathieu Fauvel,
Paolo Gamba,
J. Anthony Gualtieri,
James C. Tilton,
Giovanna Trianni:
Advanced Processing of Hyperspectral Images.
IGARSS 2006: 1974-1978 |
| 1 |  | Mathieu Fauvel,
Jocelyn Chanussot,
Jon Atli Benediktsson:
Decision Fusion for the Classification of Urban Remote Sensing Images.
IEEE T. Geoscience and Remote Sensing 44(10-1): 2828-2838 (2006) |