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hal-00578952v1  Communication dans un congrès
Mathieu FauvelAlberto VillaJocelyn ChanussotJon Atli BenediktssonMahalanobis kernel for the classification of hyperspectral images
IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2010), Jul 2010, Honolulu, Hawaii, United States. IEEE, Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2010), pp.3724-3727, 2010, <10.1109/IGARSS.2010.5651956>
hal-00449466v1  Chapitre d'ouvrage
Bjorn WaskeMathieu FauvelJon Atli BenediktssonJocelyn ChanussotMachine learning techniques in remote sensing data analysis
Gustavo Camps-Valls, Lorenzo Bruzzone. Kernel Methods for Remote Sensing Data Analysis, Wiley and Sons, 2009, 9780470722114. <10.1002/9780470748992.ch1>
hal-00449456v1  Communication dans un congrès
Mathieu FauvelJocelyn ChanussotJon Atli BenediktssonKernel Principal Component Analysis for the construction of the extended morphological profile
IEEE International Geoscience And Remote Sensing Symposium 2009 (IGARSS 2009), Jul 2009, Le Cap, South Africa. IEEE, IGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, 2, pp.II:843-846, 2009, <10.1109/IGARSS.2009.5418227>
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hal-00578864v1  Article dans une revue
Yuliya TarabalkaMathieu FauvelJocelyn ChanussotJon Atli BenediktssonSVM and MRF-Based Method for Accurate Classification of Hyperspectral Images
IEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, 2010, 7 (4), pp.736-740. <10.1109/LGRS.2010.2047711>
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hal-00728498v1  Article dans une revue
Kevin BernardYuliya TarabalkaJesus AnguloJocelyn ChanussotJon Atli BenediktssonSpectral-Spatial Classification of Hyperspectral Data based on a Stochastic Minimum Spanning Forest Approach
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2012, 21 (4), pp.2008-2021. <10.1109/TIP.2011.2175741>
hal-00449436v1  Article dans une revue
Mathieu FauvelJocelyn ChanussotJon Atli BenediktssonKernel principal component analysis for the classification of hyperspectral remote-sensing data over urban areas
EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2009, 2009, pp.Article ID 783194. <10.1155/2009/783194>
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hal-00737075v1  Article dans une revue
Mathieu FauvelYuliya TarabalkaJon Atli BenediktssonJocelyn ChanussotJames TiltonAdvances in Spectral-Spatial Classification of Hyperspectral Images
Proceedings of the IEEE, Institute of Electrical and Electronics Engineers, 2013, 101 (3), pp.652-675. <10.1109/JPROC.2012.2197589>