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Publications ~ finite mixture models Sunday, June 30th 2024, 14:29

Publications about finite mixture models

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@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 = { January },
	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, Stochastic EM (SEM), synthetic aperture radar }
 }

@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 = { January },
	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, Stochastic EM (SEM) }
 }

@INPROCEEDINGS{krylovCOMCAS11,
	author = { Krylov, V. and Zerubia, J. },
	title = { Synthetic Aperture Radar Image Classification via Mixture Approaches },
	year = { 2011 },
	month = { November },
	booktitle = { Proc. IEEE International Conference on Microwaves, Communications, Antennas and Electronic Systems (COMCAS) },
	address = { Tel Aviv, Israel },
	url = { http://www.ortra.biz/comcas/ },
	pdf = { http://hal.archives-ouvertes.fr/inria-00625551/en/ },
	keyword = { Synthetic Aperture Radar (SAR), remote sensing, high resolution, Classification, finite mixture models, generalized gamma distribution }
 }

@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 = { November },
	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, Stochastic EM (SEM) }
 }

@TECHREPORT{RR-7758,
	author = { Voisin, A. and Krylov, V. and Moser, G. and Serpico, S.B. and Zerubia, J. },
	title = { Classification of very high resolution SAR images of urban areas },
	year = { 2011 },
	month = { October },
	institution = { INRIA },
	type = { Rapport de recherche },
	number = { 7758 },
	url = { http://hal.inria.fr/docs/00/63/10/38/PDF/RR-7758.pdf },
	keyword = { Synthetic Aperture Radar (SAR) image, Supervised classification, Bayesian, finite mixture models, hierarchical Markov random fields, wavelet }
 }



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