Publications de S.B. Serpico

@PHDTHESIS{zammit_these_08,
	author = { Zammit, O. },
	title = { Détection de zones brûlées après un feu de forêt à partir d'une seule image satellitaire SPOT 5 par techniques SVM },
	year = { 2008 },
	month = { septembre },
	school = { Universite de Nice Sophia Antipolis },
	url = { http://tel.archives-ouvertes.fr/tel-00345683/fr/ },
	keyword = { Classification, Imagerie satellitaire, Zones brûlées, Feux de foret, Support Vector Machines, Croissance de Region }
 }

@INPROCEEDINGS{lafarge_gretsi05,
	author = { Lafarge, F. and Descombes, X. and Zerubia, J. and Mathieu-Marni, S. },
	title = { Détection de feux de forêt à partir d'images satellitaires IRT par analyse statistique d'évènements rares },
	year = { 2005 },
	month = { septembre },
	booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
	address = { Louvain-la-Neuve, Belgique },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2005_lafarge_gretsi05.pdf },
	keyword = { Évenement rare, Feux de foret, Champs Gaussiens }
 }

@INPROCEEDINGS{lafarge_icip05,
	author = { Lafarge, F. and Descombes, X. and Zerubia, J. },
	title = { Textural Kernel for SVM Classification in Remote Sensing : Application to Forest Fire Detection and Urban Area Extraction },
	year = { 2005 },
	month = { septembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Genoa, Italy },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2005_lafarge_icip05.pdf },
	keyword = { Support Vector Machines, Base d'apprentissage, Champs de Markov, Feux de foret, Zones urbaines }
 }

@INPROCEEDINGS{zammit_icffr_06,
	author = { Zammit, O. and Descombes, X. and Zerubia, J. },
	title = { Burnt area mapping using Support Vector Machines },
	year = { 2006 },
	month = { novembre },
	booktitle = { Proc. International Conference on Forest Fire Research },
	address = { Figueira da Foz, Portugal },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_zammit_icffr_06.pdf },
	keyword = { Imagerie satellitaire, Feux de foret, Zones brûlées, Support Vector Machines }
 }

@INPROCEEDINGS{lafarge_eusipco07,
	author = { Lafarge, F. and Descombes, X. and Zerubia, J. },
	title = { Forest Fire Detection based on Gaussian field analysis },
	year = { 2007 },
	month = { septembre },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	address = { Poznan, Poland },
	note = { Copyright EURASIP },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_lafarge_eusipco07.pdf },
	keyword = { Champs Gaussiens, DT-caracteristic, Feux de foret }
 }

@INPROCEEDINGS{zammit_igarss_07,
	author = { Zammit, O. and Descombes, X. and Zerubia, J. },
	title = { Assessment of different classification algorithms for burnt land discrimination },
	year = { 2007 },
	month = { juillet },
	booktitle = { Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS) },
	pages = { 3000-3003 },
	address = { Barcelone, Spain },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4423476 },
	keyword = { Imagerie satellitaire, Zones brûlées, Support Vector Machines, Feux de foret, Classification }
 }

@INPROCEEDINGS{zammit_gretsi_07,
	author = { Zammit, O. and Descombes, X. and Zerubia, J. },
	title = { Apprentissage non supervisé des SVM par un algorithme des K-moyennes entropique pour la détection de zones brûlées },
	year = { 2007 },
	month = { septembre },
	booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
	address = { Troyes, France },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_zammit_gretsi_07.pdf },
	keyword = { Imagerie satellitaire, Feux de foret, Zones brûlées, Classification, Support Vector Machines, Base d'apprentissage }
 }

@INPROCEEDINGS{zammit_eusipco_08,
	author = { Zammit, O. and Descombes, X. and Zerubia, J. },
	title = { Combining One-Class Support Vector Machines and hysteresis thresholding: application to burnt area mapping },
	year = { 2008 },
	month = { août },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	address = { Lausanne, Switzerland },
	url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7080254 },
	keyword = { Classification, Imagerie satellitaire, Support Vector Machines, Zones brûlées, Feux de foret, Clustering }
 }

@INPROCEEDINGS{zammit_pria_08,
	author = { Zammit, O. and Descombes, X. and Zerubia, J. },
	title = { Unsupervised One-Class SVM Using a Watershed Algorithm and Hysteresis Thresholding to Detect Burnt Areas },
	year = { 2008 },
	month = { septembre },
	booktitle = { Proc. International Conference on Pattern Recognition and Image Analysis (PRIA) },
	address = { Nizhny Novgorod, Russia },
	pdf = { http://hal.inria.fr/inria-00316297/fr/ },
	keyword = { Classification, Segmentation, Support Vector Machines, Zones brûlées, Feux de foret, Imagerie satellitaire }
 }

@TECHREPORT{5369,
	author = { Lafarge, F. and Descombes, X. and Zerubia, J. },
	title = { Détection de Feux de Forêt par Analyse Statistique de la Radiométrie d'Images Satellitaires },
	year = { 2004 },
	month = { décembre },
	institution = { INRIA },
	type = { Research Report },
	number = { 5369 },
	address = { France },
	url = { https://hal.inria.fr/inria-00070634 },
	pdf = { https://hal.inria.fr/file/index/docid/70634/filename/RR-5369.pdf },
	ps = { https://hal.inria.fr/docs/00/07/06/34/PS/RR-5369.ps },
	keyword = { Feux de foret, Champs Gaussiens, Évenement rare }
 }

@TECHREPORT{5370,
	author = { Lafarge, F. and Descombes, X. and Zerubia, J. },
	title = { Noyaux Texturaux pour les Problèmes de Classification par SVM en Télédétection },
	year = { 2004 },
	month = { décembre },
	institution = { INRIA },
	type = { Research Report },
	number = { 5370 },
	address = { France },
	url = { https://hal.inria.fr/inria-00070633 },
	pdf = { https://hal.inria.fr/file/index/docid/70633/filename/RR-5370.pdf },
	ps = { https://hal.inria.fr/docs/00/07/06/33/PS/RR-5370.ps },
	keyword = { Support Vector Machines, Classification, Feux de foret, Zones urbaines, Base d'apprentissage, Champs de Markov }
 }

@TECHREPORT{zammit_RR_07,
	author = { Zammit, O. and Descombes, X. and Zerubia, J. },
	title = { Support Vector Machines for burnt area discrimination },
	year = { 2007 },
	month = { novembre },
	institution = { INRIA },
	type = { Research Report },
	number = { 6343 },
	url = { http://hal.inria.fr/inria-00185101/fr/ },
	pdf = { http://hal.inria.fr/inria-00185101/fr/ },
	keyword = { Feux de foret, Zones brûlées, Imagerie satellitaire, Support Vector Machines, Classification }
 }

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