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The team ~ Xavier Descombes Tuesday, June 18th 2024, 05:41

Xavier Descombes

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Researcher, INRIA

motcle Keywords : Stochastic Geometry, Markov Random Fields, MCMC, Object extraction
projets Projects : Mode de Vie (PI), EcoNet (PI), Shapes, Color ODEUR, ARC DADA (PI)
demos Demos : see this author's demos
plus Contact :

Mail :XavierdotDescombesatinriadotfr
Phone :(33)4-92-38-76-63
Fax :(33)4-92-38-76-43
Postal adress :INRIA Sophia Antipolis
2004, route des Lucioles
06902 Sophia Antipolis Cedex
Webpage :visit !

plus Abstract :

My work concerns image analysis using probabilistic models. The first part of my research is devoted to the Markov Random Field approach which includes modeling (the Chien-model,...), estimation (An MCMCML estimator,...) and Optimization (Langevin dynamics,...). The second part concerns the Marked Point Process framework and its application in feature extraction from images (road and hydrographic networks, trees, building,..).

plus Last publications in Ariana Research Group :
Building Development Monitoring in Multitemporal Remotely Sensed Image Pairs with Stochastic Birth-Death Dynamics.
C. Benedek and X. Descombes and J. Zerubia. IEEE Trans. Pattern Analysis and Machine Intelligence, 34(1): pages 33-50, January 2012.
Keywords : Building extraction, Change detection, Marked point process, multiple birth-and-death dynamics.
Copyright : IEEE
Tree crown detection in high resolution optical images during the early growth stages of eucalyptus plantations in Brazil.
J. Zhou and C. Proisy and X. Descombes and J. Zerubia and G. Le Maire and Y. Nouvellon and P. Couteron. In Asian Conference on Pattern Recognition (ACPR), Beijing, China, November 2011.
Keywords : tree detection, Eucalyptus plantation, Marked point process, multi-date detection.
Extraction et caractérisation de régions saines et pathologiques à partir de micro-tomographie RX du système vasculaire cérébral.
X. Descombes and A. Gamal Eldin and F. Plouraboue and C. Fonta and S. Serduc and G. Le Duc and T. Weitkamp. In Proc. GRETSI Symposium on Signal and Image Processing, Bordeaux, France, September 2011.
publis All publications in Ariana Research Group
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