Robert Minlos

Ancien Chercheur invité, IITP, Russie

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Dernières publications dans le projet Ariana :

Object Extraction Using a Stochastic Birth-and-Death Dynamics in Continuum. X. Descombes et R. Minlos et E. Zhizhina. Journal of Mathematical Imaging and Vision, 33(3): pages 347-359, 2009. Mots-clés : birth and death process, Processus ponctuels marques, Extraction d'objets. Copyright : Springer @ARTICLE{DZM08, author = {Descombes, X. and Minlos, R. and Zhizhina, E.}, title = {Object Extraction Using a Stochastic Birth-and-Death Dynamics in Continuum}, year = {2009}, journal = {Journal of Mathematical Imaging and Vision}, volume = {33}, number = {3}, pages = {347-359}, pdf = {http://dx.doi.org/10.1007/s10851-008-0117-y}, keyword = {birth and death process, Processus ponctuels marques, Extraction d'objets} } Abstract : We define a new birth and death dynamics dealing with configurations of disks in the plane. We prove the convergence of the continuous process and propose a discrete scheme converging to the continuous case. This framework is developed to address image processing problems consisting in detecting a configuration of objects from a digital image. The derived algorithm is applied for tree crown extraction and bird detection from aerial images. The performance of this approach is shown on real data. Object extraction using a stochastic birth-and-death dynamics in continuum. X. Descombes et R. Minlos et E. Zhizhina. Rapport de Recherche 6135, INRIA, 2007. Mots-clés : birth and death process, Stochastic modeling, Ondelettes. @TECHREPORT{RR-6135, author = {Descombes, X. and Minlos, R. and Zhizhina, E.}, title = {Object extraction using a stochastic birth-and-death dynamics in continuum}, year = {2007}, institution = {INRIA}, type = {Research Report}, number = {6135}, url = {https://hal.inria.fr/inria-00133726}, pdf = {http://hal.inria.fr/inria-00133726}, keyword = {birth and death process, Stochastic modeling, Ondelettes} } Abstract : We define a new birth and death dynamics dealing with configurations of discs in the plane. We prove the convergence of the continuous process and propose a discrete scheme converging to the continuous case. This framework is developed to address image processing problems consisting in extracting objects. The derived algorithm is applied for tree crown extraction and bird detection from aerial images. The performance of this approach is shown on real data.

Liste complète des publications dans le projet Ariana