Publications de type 'incollection'

@ARTICLE{krylovGRSL2011,
	author = { Krylov, V. and Moser, G. and Serpico, S.B. and Zerubia, J. },
	title = { Enhanced Dictionary-Based SAR Amplitude Distribution Estimation and Its Validation With Very High-Resolution Data },
	year = { 2011 },
	month = { janvier },
	journal = { IEEE-Geoscience and Remote Sensing Letters },
	volume = { 8 },
	number = { 1 },
	pages = { 148-152 },
	url = { http://dx.doi.org/10.1109/LGRS.2010.2053517 },
	pdf = { http://hal.archives-ouvertes.fr/inria-00503893/en/ },
	keyword = { finite mixture models, parametric estimation, probability-density-function estimation, EM Stochastique (SEM), synthetic aperture radar }
 }

@ARTICLE{moser_ieeetgrs_05,
	author = { Moser, G. and Zerubia, J. and Serpico, S.B. },
	title = { Dictionary-Based Stochastic Expectation-Maximization for SAR Amplitude Probability Density Function Estimation },
	year = { 2006 },
	month = { janvier },
	journal = { IEEE Trans. Geoscience and Remote Sensing },
	volume = { 44 },
	number = { 1 },
	pages = { 188-200 },
	url = { http://dx.doi.org/10.1109/TGRS.2005.859349 },
	pdf = { http://hal.archives-ouvertes.fr/inria-00561369/en/ },
	keyword = { Images SAR, EM Stochastique (SEM), Dictionnaire }
 }

@INPROCEEDINGS{sbenhadj10a,
	author = { Ben Hadj, S. and Chatelain, F. and Descombes, X. and Zerubia, J. },
	title = { Parameter estimation for a marked point process within a framework of multidimensional shape extraction from remote sensing images },
	year = { 2010 },
	month = { septembre },
	booktitle = { Proc. ISPRS Technical Commission III Symposium on Photogrammetry Computer Vision and Image Analysis (PCV) },
	address = { Paris, France },
	url = { http://hal.archives-ouvertes.fr/docs/00/52/63/45/PDF/ISPRS_SBH_FC_XD_JZ_Final2.pdf },
	keyword = { Shape extraction, Processus ponctuels marques, RJMCMC, Recuit Simule, EM Stochastique (SEM) }
 }

@INPROCEEDINGS{KrylovSPIE09,
	author = { Krylov, V. and Moser, G. and Serpico, S.B. and Zerubia, J. },
	title = { Dictionary-based probability density function estimation for high-resolution SAR data },
	year = { 2009 },
	month = { janvier },
	booktitle = { Proc. of SPIE (IS&T/SPIE Electronic Imaging 2009) },
	volume = { 7246 },
	pages = { 72460S },
	address = { San Jose, USA },
	url = { http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=812524 },
	pdf = { http://hal.archives-ouvertes.fr/inria-00361384/en/ },
	keyword = { SAR image, Probability density function, parametric estimation, finite mixture models, EM Stochastique (SEM) }
 }

@INPROCEEDINGS{moserSPIE2010a,
	author = { Moser, G. and Krylov, V. and Serpico, S.B. and Zerubia, J. },
	title = { High resolution SAR-image classification by Markov random fields and finite mixtures },
	year = { 2010 },
	month = { janvier },
	booktitle = { Proc. of SPIE (IS&T/SPIE Electronic Imaging 2010) },
	volume = { 7533 },
	pages = { 753308 },
	address = { San Jose, USA },
	url = { http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=776565 },
	pdf = { http://hal.archives-ouvertes.fr/inria-00442348/en/ },
	keyword = { SAR image classification, Dictionnaire, amplitude probability density, EM Stochastique (SEM), Markov random field, copula }
 }

@TECHREPORT{5154,
	author = { Moser, G. and Zerubia, J. and Serpico, S.B. },
	title = { Dictionary-based Stochastic Expectation-Maximization for SAR amplitude probability density function estimation },
	year = { 2004 },
	month = { mars },
	institution = { INRIA },
	type = { Research Report },
	number = { 5154 },
	address = { France },
	url = { https://hal.inria.fr/inria-00071429 },
	pdf = { https://hal.inria.fr/file/index/docid/71429/filename/RR-5154.pdf },
	ps = { https://hal.inria.fr/docs/00/07/14/29/PS/RR-5154.ps },
	keyword = { Radar a Ouverture Synthetique (SAR), EM Stochastique (SEM), Modeles de melange fini }
 }

@TECHREPORT{krylovDSEM08,
	author = { Krylov, V. and Moser, G. and Serpico, S.B. and Zerubia, J. },
	title = { Modeling the statistics of high resolution SAR images },
	year = { 2008 },
	month = { novembre },
	institution = { INRIA },
	type = { Research Report },
	number = { 6722 },
	url = { http://hal.archives-ouvertes.fr/inria-00342681/en/ },
	pdf = { http://hal.archives-ouvertes.fr/docs/00/35/76/27/PDF/RR-6722.pdf },
	keyword = { Synthetic Aperture Radar (SAR) image, Probability density function, parametric estimation, finite mixture models, EM Stochastique (SEM) }
 }

@TECHREPORT{RR-7350,
	author = { Ben Hadj, S. and Chatelain, F. and Descombes, X. and Zerubia, J. },
	title = { Estimation des paramètres de modèles de processus ponctuels marqués pour l'extraction d'objets en imagerie spatiale et aérienne haute résolution  },
	year = { 2010 },
	month = { juillet },
	institution = { INRIA },
	type = { Rapport de recherche },
	number = { 7350 },
	url = { http://hal.archives-ouvertes.fr/inria-00508431/fr/ },
	keyword = { Processus ponctuels marques, RJMCMC, Recuit Simule, EM Stochastique (SEM), pseudo-vraisemblance, Extraction d'objets }
 }

@TECHREPORT{RR-7108,
	author = { Krylov, V. and Zerubia, J. },
	title = { High resolution SAR-image classification },
	year = { 2009 },
	month = { novembre },
	institution = { INRIA },
	type = { Research Report },
	number = { 7108 },
	url = { http://hal.archives-ouvertes.fr/inria-00433036/en/ },
	pdf = { http://hal.archives-ouvertes.fr/docs/00/44/81/40/PDF/RR-7108.pdf },
	keyword = { SAR image classification, Dictionnaire, amplitude probability density, EM Stochastique (SEM), Markov random field, copula }
 }

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