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Spectral-spatial analysis in hyperspectral remote sensing: from morphological profiles to classified segmentation

Jocelyn Chanussot , Jon Atli Benediktsson , Mathieu Fauvel , Yuliya Tarabalka
SPIE Remote Sensing Europe, 2009, Berlin, Germany
Communication dans un congrès hal-00449469v1

Kernel principal component analysis for the classification of hyperspectral remote-sensing data over urban areas

Mathieu Fauvel , Jocelyn Chanussot , Jon Atli Benediktsson
EURASIP Journal on Advances in Signal Processing, 2009, 2009, pp.Article ID 783194. ⟨10.1155/2009/783194⟩
Article dans une revue hal-00449436v1

Kernel Principal Component Analysis for the construction of the extended morphological profile

Mathieu Fauvel , Jocelyn Chanussot , Jon Atli Benediktsson
IGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. pp.II:843-846, ⟨10.1109/IGARSS.2009.5418227⟩
Communication dans un congrès hal-00449456v1
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Mahalanobis kernel for the classification of hyperspectral images

Mathieu Fauvel , Alberto Villa , Jocelyn Chanussot , Jon Atli Benediktsson
IGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, Hawaii, United States. pp.3724-3727, ⟨10.1109/IGARSS.2010.5651956⟩
Communication dans un congrès hal-00578952v1
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SVM and MRF-Based Method for Accurate Classification of Hyperspectral Images

Yuliya Tarabalka , Mathieu Fauvel , Jocelyn Chanussot , Jon Atli Benediktsson
IEEE Geoscience and Remote Sensing Letters, 2010, 7 (4), pp.736-740. ⟨10.1109/LGRS.2010.2047711⟩
Article dans une revue hal-00578864v1

Machine learning techniques in remote sensing data analysis

Bjorn Waske , Mathieu Fauvel , Jon Atli Benediktsson , Jocelyn Chanussot
Gustavo Camps-Valls, Lorenzo Bruzzone. Kernel Methods for Remote Sensing Data Analysis, Wiley and Sons, 2009, 9780470722114. ⟨10.1002/9780470748992.ch1⟩
Chapitre d'ouvrage hal-00449466v1
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A classifier ensemble based on fusion of support vector machines for classifying hyperspectral data

Xavier Ceamanos , Bjorn Waske , Jon Atli Benediktsson , Jocelyn Chanussot , Mathieu Fauvel , et al.
International Journal of Image and Data Fusion, 2010, 1 (4), pp.293-307. ⟨10.1080/19479832.2010.485935⟩
Article dans une revue hal-00578897v1