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Mathieu Fauvel
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Publications
- 2013
- [j10]Mathieu Fauvel, Yuliya Tarabalka, Jón Atli Benediktsson, Jocelyn Chanussot, James C. Tilton:
Advances in Spectral-Spatial Classification of Hyperspectral Images. Proc. IEEE 101(3): 652-675 (2013) - [j9]Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson, Alberto Villa:
Parsimonious Mahalanobis kernel for the classification of high dimensional data. Pattern Recognit. 46(3): 845-854 (2013) - [j8]Mathieu Fauvel, Benoit Arbelot, Jón Atli Benediktsson, David Sheeren, Jocelyn Chanussot:
Detection of Hedges in a Rural Landscape Using a Local Orientation Feature: From Linear Opening to Path Opening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(1): 15-26 (2013) - 2012
- [j7]Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson:
A spatial-spectral kernel-based approach for the classification of remote-sensing images. Pattern Recognit. 45(1): 381-392 (2012) - [c19]Mathieu Fauvel, David Sheeren, Jocelyn Chanussot, Jón Atli Benediktsson:
Hedges detection using local directional features and support vector data description. IGARSS 2012: 2320-2323 - [i1]Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson:
Parsimonious Mahalanobis Kernel for the Classification of High Dimensional Data. CoRR abs/1206.4481 (2012) - 2011
- [c16]Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson:
Mahalanobis kernel based on probabilistic principal component. IGARSS 2011: 3907-3910 - 2010
- [j5]Yuliya Tarabalka, Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson:
SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 7(4): 736-740 (2010) - [c15]Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson:
Mahalanobis kernel for the classification of hyperspectral images. IGARSS 2010: 3724-3727 - 2009
- [j4]Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson:
Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas. EURASIP J. Adv. Signal Process. 2009 (2009) - [c13]Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson:
Kernel Principal Component Analysis for the Construction of the Extended Morphological Profile. IGARSS (2) 2009: 843-846 - 2008
- [j3]Mathieu Fauvel, Jón Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson:
Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles. IEEE Trans. Geosci. Remote. Sens. 46(11): 3804-3814 (2008) - [c11]Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson:
Adaptive pixel neighborhood definition for the classification of hyperspectral images with support vector machines and composite kernel. ICIP 2008: 1884-1887 - [c10]Jón 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 - [c9]Alberto Villa, Mathieu Fauvel, Jocelyn Chanussot, Paolo Gamba, Jón Atli Benediktsson:
Gradient Optimization for multiple kernel's parameters in support vector machines classification. IGARSS (4) 2008: 224-227 - [c8]Yuliya Tarabalka, Jocelyn Chanussot, Jón Atli Benediktsson, Jesús Angulo, Mathieu Fauvel:
Segmentation and Classification of Hyperspectral Data using Watershed. IGARSS (3) 2008: 652-655 - 2007
- [c7]Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson:
A joint spatial and spectral SVM's classification of panchromatic images. IGARSS 2007: 1497-1500 - [c6]Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson, Johannes R. Sveinsson:
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles. IGARSS 2007: 4834-4837 - [c5]Jón Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel:
Multiple Classifier Systems in Remote Sensing: From Basics to Recent Developments. MCS 2007: 501-512 - 2006
- [j2]Jocelyn Chanussot, Jón Atli Benediktsson, Mathieu Fauvel:
Classification of remote sensing images from urban areas using a fuzzy possibilistic model. IEEE Geosci. Remote. Sens. Lett. 3(1): 40-44 (2006) - [j1]Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson:
Decision Fusion for the Classification of Urban Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 44(10-1): 2828-2838 (2006) - [c4]Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson:
Evaluation of Kernels for Multiclass Classification of Hyperspectral Remote Sensing Data. ICASSP (2) 2006: 813-816 - [c3]Antonio J. Plaza, Jón Atli Benediktsson, Joseph W. Boardman, Jason Brazile, Lorenzo Bruzzone, Gustavo Camps-Valls, Jocelyn Chanussot, Mathieu Fauvel, Paolo Gamba, J. Anthony Gualtieri, James C. Tilton, Giovanna Trianni:
Advanced Processing of Hyperspectral Images. IGARSS 2006: 1974-1978 - [c2]Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson:
A Combined Support Vector Machines Classification Based on Decision Fusion. IGARSS 2006: 2494-2497 - 2005
- [c1]Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson:
Fusion of methods for the classification of remote sensing images from urban areas. IGARSS 2005: 2819-2822
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