@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, Marked point process, Object extraction }
}
@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 = { September },
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 = { Stochastic geometry, Object extraction, RJMCMC, Line networks, Simulated Annealing, Marked point process }
}
@PHDTHESIS{perrin_phd06,
author = { Perrin, G. },
title = { Etude du couvert forestier par processus ponctuels marqués },
year = { 2006 },
month = { October },
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 = { Tree Crown Extraction, Marked point process, Stochastic geometry, Object extraction, 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 = { October },
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 = { Marked point process, Object extraction, Buildings, Digital Elevation Model (DEM), RJMCMC, Stochastic geometry }
}
@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, Object extraction, Marked point process, Stochastic geometry }
}
@INPROCEEDINGS{perrin04a,
author = { Perrin, G. and Descombes, X. and Zerubia, J. },
title = { Tree Crown Extraction using Marked Point Processes },
year = { 2004 },
month = { September },
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, Marked point process, Simulated Annealing, Tree Crown Extraction, Object extraction, Stochastic geometry }
}
@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 = { March },
booktitle = { Proc. International Precision Forestry Symposium },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/perrin_ipfs06.pdf },
keyword = { Tree Crown Extraction, Object extraction, Stochastic geometry, RJMCMC, Data energy }
}
@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 = { August },
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 = { Data energy, Object extraction, Tree Crown Extraction, Stochastic geometry, Marked point process }
}
@INPROCEEDINGS{eriksson06a,
author = { Eriksson, M. and Perrin, G. and Descombes, X. and Zerubia, J. },
title = { A comparative study of three methods for identifying individual tree crowns in aerial images covering different types of forests },
year = { 2006 },
month = { July },
booktitle = { Proc. International Society for Photogrammetry and Remote Sensing (ISPRS) },
address = { Marne La Vallee, France },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_eriksson06a.pdf },
keyword = { Region Growing, Marked point process, Markov Fields, Object extraction, Tree Crown Extraction }
}
@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 = { January },
booktitle = { Proc. Reconnaissance des Formes et Intelligence Artificielle (RFIA) },
address = { Tours, France },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/perrin_rfia06.pdf },
keyword = { Tree Crown Extraction, Stochastic geometry, Marked point process, Object extraction }
}
@INPROCEEDINGS{Kulikova10a,
author = { Kulikova, M. S. and Jermyn, I. H. and Descombes, X. and Zhizhina, E. and Zerubia, J. },
title = { Extraction of arbitrarily shaped objects using stochastic multiple birth-and-death dynamics and active contours },
year = { 2010 },
month = { January },
booktitle = { Proc. IS&T/SPIE Electronic Imaging },
address = { San Jose, USA },
pdf = { http://hal.archives-ouvertes.fr/docs/00/46/54/72/PDF/Kulikova_SPIE2010.pdf },
keyword = { Object extraction, Marked point process, Shape prior, Active contour, birth-and-death dynamics }
}
@INPROCEEDINGS{Kulikova09a,
author = { Kulikova, M. S. and Jermyn, I. H. and Descombes, X. and Zhizhina, E. and Zerubia, J. },
title = { A marked point process model with strong prior shape information for extraction of multiple, arbitrarily-shaped objects },
year = { 2009 },
month = { December },
booktitle = { Proc. IEEE SITIS },
publisher = { IEEE Computer Society },
address = { Marrakech, Maroc },
pdf = { http://hal.inria.fr/docs/00/43/63/20/PDF/PID1054029.pdf },
keyword = { Object extraction, Marked point process, Shape prior, Active contour, multiple birth-and-death dynamics }
}
@INPROCEEDINGS{Fatih09,
author = { Arslan, F. and Descombes, X. and Zerubia, J. },
title = { Object extraction from high resolution SAR images using a birth and death dynamics },
year = { 2009 },
month = { November },
booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
address = { Cairo, Egypt },
url = { http://dx.doi.org/10.1109/ICIP.2009.5413907 },
keyword = { High resolution SAR images, Object extraction, Marked point process, birth and death process }
}
@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 = { September },
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 = { Stochastic geometry, RJMCMC, Tree Crown Extraction, Object extraction, Marked point process }
}
@TECHREPORT{RRRochery03,
author = { Rochery, M. and Jermyn, I. H. and Zerubia, J. },
title = { Contours Actifs d'Ordre Supérieur Appliqués à la Détection de Linéiques dans des Images de Télédétection },
year = { 2003 },
month = { December },
institution = { INRIA },
type = { Research Report },
number = { 5063 },
address = { France },
url = { https://hal.inria.fr/inria-00071521 },
pdf = { https://hal.inria.fr/file/index/docid/71521/filename/RR-5063.pdf },
ps = { https://hal.inria.fr/docs/00/07/15/21/PS/RR-5063.ps },
keyword = { Line networks, Active contour, Deformable models, Object extraction }
}
@TECHREPORT{4900,
author = { Ortner, M. and Descombes, X. and Zerubia, J. },
title = { Improved RJMCMC Point Process Sampler for Object Detection by Simulated Annealing },
year = { 2003 },
month = { August },
institution = { INRIA },
type = { Research Report },
number = { 4900 },
address = { France },
url = { https://hal.inria.fr/inria-00071683 },
pdf = { https://hal.inria.fr/file/index/docid/71683/filename/RR-4900.pdf },
ps = { https://hal.inria.fr/docs/00/07/16/83/PS/RR-4900.ps },
keyword = { Buildings, Object extraction, RJMCMC, Marked point process }
}
@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 = { September },
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 = { Object extraction, Buildings, RJMCMC, Stochastic geometry, Digital Elevation Model (DEM), Marked point process }
}
@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 = { April },
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 = { Marked point process, Object extraction, RJMCMC, Tree Crown Extraction, Stochastic geometry }
}
@TECHREPORT{Perrin03,
author = { Perrin, G. and Descombes, X. and Zerubia, J. },
title = { Extraction de Houppiers par Processus Objet },
year = { 2003 },
month = { December },
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 = { Object extraction, Tree Crown Extraction, Stochastic geometry, Marked point process, 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 = { February },
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 = { Data energy, Object extraction, Tree Crown Extraction, Marked point process, Stochastic geometry, 3D reconstruction }
}
@TECHREPORT{lafarge_rr_may06,
author = { Lafarge, F. and Trontin, P. and Descombes, X. and Zerubia, J. and Pierrot-Deseilligny, M. },
title = { An automatic building extraction method : Application to the 3D-city modeling },
year = { 2006 },
month = { May },
institution = { INRIA },
type = { Research Report },
number = { 5925 },
address = { France },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_lafarge_rr_may06.pdf },
keyword = { Object extraction, Marked point process, 3D reconstruction, Urban areas, Satellite images, Digital Elevation Model (DEM) }
}
@TECHREPORT{Descamps-Descombes,
author = { Descamps, S. and Descombes, X. and Béchet, A. and Zerubia, J. },
title = { Détection de flamants roses par processus ponctuels marqués pour l'estimation de la taille des populations },
year = { 2007 },
month = { October },
institution = { INRIA },
type = { Research Report },
number = { 6328 },
url = { http://hal.inria.fr/inria-00180811 },
pdf = { http://hal.inria.fr/docs/00/18/08/93/PDF/RR-Desc-Desc-Bech-Zeru.pdf },
keyword = { Object extraction, modélisation stochastique , Marked point process, dynamique de naissance/mort, environnement, flamants roses }
}
@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 = { July },
institution = { INRIA },
type = { Rapport de recherche },
number = { 7350 },
url = { http://hal.archives-ouvertes.fr/inria-00508431/fr/ },
keyword = { Marked point process, RJMCMC, Simulated Annealing, Stochastic EM (SEM), pseudo-vraisemblance, Object extraction }
}
@INCOLLECTION{stoicaXDlivre,
author = { Stoica, R. and Descombes, X. and Van Lieshout, M.N.M. and Zerubia, J. },
title = { An application of marked point process to the extraction of linear networks for images },
year = { 2002 },
booktitle = { Spatial statitics through applications },
publisher = { WITPress },
url = { http://www.witpress.com/books/978-1-85312-649-9 },
pdf = { http://oai.cwi.nl/oai/asset/10645/10645A.pdf },
keyword = { Line networks, Road network, Object extraction, Satellite images, Marked point process }
}
@INCOLLECTION{ortner_lnsmc2qmc,
author = { Ortner, M. and Descombes, X. and Zerubia, J. },
title = { A Reversible Jump MCMC Sampler for Object Detection in Image Processing },
year = { 2005 },
booktitle = { Monte Carlo and Quasi-Monte Carlo Methods },
publisher = { Springer Verlag },
url = { http://link.springer.com/book/10.1007/3-540-31186-6 },
pdf = { http://link.springer.com/chapter/10.1007%2F3-540-31186-6_23 },
keyword = { RJMCMC, Marked point process, Object extraction }
}
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