Publications sur Image segmentation

@ARTICLE{ortner_ijcv_05,
	author = { Ortner, M. and Descombes, X. and Zerubia, J. },
	title = { Building Outline Extraction from Digital Elevation Models using Marked Point Processes },
	year = { 2007 },
	month = { avril },
	journal = { International Journal of Computer Vision },
	volume = { 72 },
	number = { 2 },
	pages = { 107-132 },
	url = { http://www.springerlink.com/content/d563v16957427102/?p=873bd324c7c14049a45cc1f2905b5a86&pi=0 },
	keyword = { RJMCMC, Batiments, Geometrie stochastique, Processus ponctuels marques, Modele numerique d'elevation (MNE) }
 }

@ARTICLE{pami09b_lafarge,
	author = { Lafarge, F. and Gimel'farb, G. and Descombes, X. },
	title = { Geometric Feature Extraction by a Multi-Marked Point Process  },
	year = { 2010 },
	month = { septembre },
	journal = { IEEE Trans. Pattern Analysis and Machine Intelligence },
	volume = { 32 },
	number = { 9 },
	pages = { 1597-1609 },
	url = { http://dx.doi.org/10.1109/TPAMI.2009.152 },
	keyword = { Shape extraction, Spatial point process, Geometrie stochastique, fast optimization, Texture, remote sensing }
 }

@ARTICLE{lafarge_jprs08,
	author = { Lafarge, F. and Descombes, X. and Zerubia, J. and Pierrot-Deseilligny, M. },
	title = { Automatic Building Extraction from DEMs using an Object Approach and Application to the 3D-city Modeling },
	year = { 2008 },
	month = { mai },
	journal = { Journal of Photogrammetry and Remote Sensing },
	volume = { 63 },
	number = { 3 },
	pages = { 365-381 },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2008_lafarge_jprs08.pdf },
	keyword = { Building extraction, Reconstruction en 3D, Digital Elevation Model, Geometrie stochastique }
 }

@PHDTHESIS{lacoste_these,
	author = { Lacoste, C. },
	title = { Extraction de Réseaux Linéiques à partir d'Images Satellitaires et Aériennes par Processus Ponctuels Marqués },
	year = { 2004 },
	month = { septembre },
	school = { Universite de Nice Sophia Antipolis },
	url = { https://hal.inria.fr/tel-00261397 },
	pdf = { http://hal.inria.fr/docs/00/26/13/97/PDF/THESE_CAROLINE_LACOSTE.pdf },
	keyword = { Geometrie stochastique, Extraction d'objets, RJMCMC, Reseaux lineiques, Recuit Simule, Processus ponctuels marques }
 }

@PHDTHESIS{rs01,
	author = { Stoica, R. },
	title = { Processus ponctuels pour l'extraction de réseaux linéiques dans les images satellitaires et aériennes },
	year = { 2001 },
	month = { février },
	school = { Universite de Nice Sophia Antipolis },
	pdf = { Theses/These-stoica.pdf },
	keyword = { Processus ponctuels marques, Reseaux lineiques, Reseaux routiers, Geometrie stochastique, RJMCMC }
 }

@PHDTHESIS{Xdescombes,
	author = { Descombes, X. },
	title = { Méthodes stochastiques en analyse d'image : des champs de Markov aux processus ponctuels marqués },
	year = { 2004 },
	month = { février },
	school = { Universite de Nice Sophia Antipolis },
	type = { Habilitation à diriger des Recherches },
	url = { https://hal.inria.fr/tel-00506084 },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/HDRdescombes.pdf },
	keyword = { Champs de Markov, Geometrie stochastique }
 }

@PHDTHESIS{perrin_phd06,
	author = { Perrin, G. },
	title = { Etude du couvert forestier par processus ponctuels marqués },
	year = { 2006 },
	month = { octobre },
	school = { Ecole Centrale Paris },
	url = { http://www-sop.inria.fr/ariana/personnel/Guillaume.Perrin/resume.php },
	pdf = { http://www-sop.inria.fr/ariana/personnel/Guillaume.Perrin/DOWNLOADS/these_perrin_2006.pdf },
	keyword = { Extraction de Houppiers, Processus ponctuels marques, Geometrie stochastique, Extraction d'objets, RJMCMC }
 }

@PHDTHESIS{mortner_these,
	author = { Ortner, M. },
	title = { Processus Ponctuels Marqués pour l'Extraction Automatique de Caricatures de Bâtiments à partir de Modèles Numériques d'Elévation },
	year = { 2004 },
	month = { octobre },
	school = { Universite de Nice Sophia Antipolis },
	url = { https://hal.inria.fr/tel-00189803 },
	pdf = { http://hal.inria.fr/docs/00/18/98/03/PDF/These_Ortner.pdf },
	keyword = { Processus ponctuels marques, Extraction d'objets, Batiments, Modele numerique d'elevation (MNE), RJMCMC, Geometrie stochastique }
 }

@INPROCEEDINGS{geostoch04a,
	author = { Descombes, X. and Kruggel, F. and Lacoste, C. and Ortner, M. and Perrin, G. and Zerubia, J. },
	title = { Marked Point Process in Image Analysis : from Context to Geometry },
	year = { 2004 },
	booktitle = { International Conference on Spatial Point Process Modelling and its Application (SPPA) },
	address = { Castellon, Spain },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/SPPA_2004.pdf },
	ps = { ftp://ftp-sop.inria.fr/ariana/Articles/SPPA_2004.ps.gz },
	keyword = { RJMCMC, Extraction d'objets, Processus ponctuels marques, Geometrie stochastique }
 }

@INPROCEEDINGS{perrin_emmcvpr05,
	author = { Perrin, G. and Descombes, X. and Zerubia, J. },
	title = { Adaptive Simulated Annealing for Energy Minimization Problem in a Marked Point Process Application },
	year = { 2005 },
	month = { novembre },
	booktitle = { Proc. Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR) },
	address = { St Augustine, Florida, USA },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/perrin_emmcvpr.pdf },
	ps = { ftp://ftp-sop.inria.fr/ariana/Articles/perrin_emmcvpr.ps.gz },
	keyword = { Recuit Simule, Processus ponctuels marques, Geometrie stochastique, Estimation MAP, RJMCMC }
 }

@INPROCEEDINGS{perrin04a,
	author = { Perrin, G. and Descombes, X. and Zerubia, J. },
	title = { Tree Crown Extraction using Marked Point Processes },
	year = { 2004 },
	month = { septembre },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	address = { University of Technology, Vienna, Austria },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/perrin_eusipco2004.pdf },
	ps = { ftp://ftp-sop.inria.fr/ariana/Articles/perrin_eusipco2004.ps.gz },
	keyword = { RJMCMC, Processus ponctuels marques, Recuit Simule, Extraction de Houppiers, Extraction d'objets, Geometrie stochastique }
 }

@INPROCEEDINGS{perrin_06_b,
	author = { Perrin, G. and Descombes, X. and Zerubia, J. and Boureau, J.G. },
	title = { Forest Resource Assessment using Stochastic Geometry },
	year = { 2006 },
	month = { mars },
	booktitle = { Proc. International Precision Forestry Symposium },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/perrin_ipfs06.pdf },
	keyword = { Extraction de Houppiers, Extraction d'objets, Geometrie stochastique, RJMCMC, Energie d'attache aux données }
 }

@INPROCEEDINGS{perrin_06_c,
	author = { Perrin, G. and Descombes, X. and Zerubia, J. },
	title = { 2D and 3D Vegetation Resource Parameters Assessment using Marked Point Processes },
	year = { 2006 },
	month = { août },
	booktitle = { Proc. International Conference on Pattern Recognition (ICPR) },
	address = { Hong-Kong },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_perrin_06_c.pdf },
	keyword = { Energie d'attache aux données, Extraction d'objets, Extraction de Houppiers, Geometrie stochastique, Processus ponctuels marques }
 }

@INPROCEEDINGS{ortner06,
	author = { Ortner, M. and Descombes, X. and Zerubia, J. },
	title = { Point process of segments and rectangles for building extraction from DEM },
	year = { 2006 },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_ortner06.pdf },
	keyword = { Geometrie stochastique, Batiments }
 }

@INPROCEEDINGS{perrin_06_a,
	author = { Perrin, G. and Descombes, X. and Zerubia, J. },
	title = { Evaluation des Ressources Forestières à l'aide de Processus Ponctuels Marqués },
	year = { 2006 },
	month = { janvier },
	booktitle = { Proc. Reconnaissance des Formes et Intelligence Artificielle (RFIA) },
	address = { Tours, France },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/perrin_rfia06.pdf },
	keyword = { Extraction de Houppiers, Geometrie stochastique, Processus ponctuels marques, Extraction d'objets }
 }

@INPROCEEDINGS{perrin_icip05,
	author = { Perrin, G. and Descombes, X. and Zerubia, J. },
	title = { A Marked Point Process Model for Tree Crown Extraction in Plantations },
	year = { 2005 },
	month = { septembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Genoa, Italy },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/perrin_icip05.pdf },
	ps = { ftp://ftp-sop.inria.fr/ariana/Articles/perrin_icip05.ps.gz },
	keyword = { Geometrie stochastique, RJMCMC, Extraction de Houppiers, Extraction d'objets, Processus ponctuels marques }
 }

@TECHREPORT{4919,
	author = { Ortner, M. and Descombes, X. and Zerubia, J. },
	title = { Automatic 3D Land Register Extraction from Altimetric Data in Dense Urban Areas },
	year = { 2003 },
	month = { septembre },
	institution = { INRIA },
	type = { Research Report },
	number = { 4919 },
	address = { France },
	url = { https://hal.inria.fr/inria-00071660 },
	pdf = { https://hal.inria.fr/file/index/docid/71660/filename/RR-4919.pdf },
	ps = { https://hal.inria.fr/docs/00/07/16/60/PS/RR-4919.ps },
	keyword = { Extraction d'objets, Batiments, RJMCMC, Geometrie stochastique, Modele numerique d'elevation (MNE), Processus ponctuels marques }
 }

@TECHREPORT{xd01a,
	author = { Garcin, L. and Descombes, X. and Zerubia, J. and Le Men, H. },
	title = { Building detection by markov object processes and a MCMC algorithm },
	year = { 2001 },
	month = { juin },
	institution = { Inria },
	type = { Research Report },
	number = { 4206 },
	address = { France },
	url = { https://hal.inria.fr/inria-00072416 },
	pdf = { https://hal.inria.fr/file/index/docid/72416/filename/RR-4206.pdf },
	ps = { https://hal.inria.fr/docs/00/07/24/16/PS/RR-4206.ps },
	keyword = { Geometrie stochastique, Processus ponctuels marques, Batiments, RJMCMC }
 }

@TECHREPORT{rs00,
	author = { Stoica, R. and Descombes, X. and Zerubia, J. },
	title = { A Markov point process for road extraction in remote sensed images },
	year = { 2000 },
	institution = { Inria },
	type = { Research Report },
	number = { 3923 },
	url = { https://hal.inria.fr/inria-00072729 },
	pdf = { https://hal.inria.fr/file/index/docid/72729/filename/RR-3923.pdf },
	ps = { https://hal.inria.fr/docs/00/07/27/29/PS/RR-3923.ps },
	keyword = { Geometrie stochastique, Processus ponctuels marques, Candy model, Reseaux routiers, RJMCMC }
 }

@TECHREPORT{xd00im,
	author = { Imberty, M. and Descombes, X. },
	title = { Simulation de processus objets : Etude de faisabilité pour une application à la segmentation d'image },
	year = { 2000 },
	month = { février },
	institution = { Inria },
	type = { Research Report },
	number = { 3881 },
	url = { https://hal.inria.fr/inria-00072772 },
	pdf = { https://hal.inria.fr/file/index/docid/72772/filename/RR-3881.pdf },
	ps = { https://hal.inria.fr/docs/00/07/27/72/PS/RR-3881.ps },
	keyword = { Processus ponctuels marques, Geometrie stochastique, Segmentation }
 }

@TECHREPORT{4516,
	author = { Lacoste, C. and Descombes, X. and Zerubia, J. },
	title = { A Comparative Study of Point Processes for Line Network Extraction in Remote Sensing },
	year = { 2002 },
	month = { juillet },
	institution = { Inria },
	type = { Research Report },
	number = { 4516 },
	address = { France },
	url = { http://hal.inria.fr/inria-00072072 },
	pdf = { http://hal.inria.fr/docs/00/07/20/72/PDF/RR-4516.pdf },
	ps = { http://hal.inria.fr/docs/00/07/20/72/PS/RR-4516.ps },
	keyword = { Geometrie stochastique, Processus ponctuels marques, Reseaux routiers, Reseaux lineiques, RJMCMC }
 }

@TECHREPORT{rr_perrin_optim_05,
	author = { Perrin, G. and Descombes, X. and Zerubia, J. },
	title = { Optimization Techniques for Energy Minimization Problem in a Marked Point Process Application to Forestry },
	year = { 2005 },
	month = { septembre },
	institution = { INRIA },
	type = { Research Report },
	number = { 5704 },
	address = { France },
	url = { https://hal.inria.fr/inria-00070312 },
	pdf = { https://hal.inria.fr/file/index/docid/70312/filename/RR-5704.pdf },
	ps = { https://hal.inria.fr/docs/00/07/03/12/PS/RR-5704.ps },
	keyword = { Recuit Simule, Processus ponctuels marques, Geometrie stochastique, Optimisation }
 }

@TECHREPORT{5544,
	author = { Perrin, G. and Descombes, X. and Zerubia, J. },
	title = { Point Processes in Forestry : an Application to Tree Crown Detection },
	year = { 2005 },
	month = { avril },
	institution = { INRIA },
	type = { Research Report },
	number = { 5544 },
	address = { France },
	url = { https://hal.inria.fr/inria-00070463 },
	pdf = { https://hal.inria.fr/file/index/docid/70463/filename/RR-5544.pdf },
	ps = { https://hal.inria.fr/docs/00/07/04/63/PS/RR-5544.ps },
	keyword = { Processus ponctuels marques, Extraction d'objets, RJMCMC, Extraction de Houppiers, Geometrie stochastique }
 }

@TECHREPORT{Perrin03,
	author = { Perrin, G. and Descombes, X. and Zerubia, J. },
	title = { Extraction de Houppiers par Processus Objet },
	year = { 2003 },
	month = { décembre },
	institution = { INRIA },
	type = { Research Report },
	number = { 5037 },
	address = { France },
	url = { https://hal.inria.fr/inria-00071547 },
	pdf = { https://hal.inria.fr/file/index/docid/71547/filename/RR-5037.pdf },
	ps = { https://hal.inria.fr/docs/00/07/15/47/PS/RR-5037.ps },
	keyword = { Extraction d'objets, Extraction de Houppiers, Geometrie stochastique, Processus ponctuels marques, RJMCMC }
 }

@TECHREPORT{rr_perrin_nonbay_05,
	author = { Perrin, G. and Descombes, X. and Zerubia, J. },
	title = { A Non-Bayesian Model for Tree Crown Extraction using Marked Point Processes },
	year = { 2006 },
	month = { février },
	institution = { INRIA },
	type = { Research Report },
	number = { 5846 },
	address = { France },
	url = { http://hal.inria.fr/inria-00070180/fr/ },
	pdf = { http://hal.inria.fr/inria-00070180/fr/ },
	keyword = { Energie d'attache aux données, Extraction d'objets, Extraction de Houppiers, Processus ponctuels marques, Geometrie stochastique, Reconstruction en 3D }
 }

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