@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 = { April },
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, Buildings, Stochastic geometry, Marked point process, Digital Elevation Model (DEM) }
}
@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 = { September },
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, Stochastic geometry, 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 = { May },
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, 3D reconstruction, Digital Elevation Model, Stochastic geometry }
}
@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{rs01,
author = { Stoica, R. },
title = { Processus ponctuels pour l'extraction de réseaux linéiques dans les images satellitaires et aériennes },
year = { 2001 },
month = { February },
school = { Universite de Nice Sophia Antipolis },
pdf = { Theses/These-stoica.pdf },
keyword = { Marked point process, Line networks, Road network, Stochastic geometry, RJMCMC }
}
@PHDTHESIS{Xdescombes,
author = { Descombes, X. },
title = { Méthodes stochastiques en analyse d'image : des champs de Markov aux processus ponctuels marqués },
year = { 2004 },
month = { February },
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 = { Markov Fields, Stochastic geometry }
}
@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{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 = { November },
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 = { Simulated Annealing, Marked point process, Stochastic geometry, MAP estimation, RJMCMC }
}
@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{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 = { Stochastic geometry, Buildings }
}
@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{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{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{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 = { June },
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 = { Stochastic geometry, Marked point process, Buildings, 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 = { Stochastic geometry, Marked point process, Candy model, Road network, 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 = { February },
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 = { Marked point process, Stochastic geometry, 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 = { July },
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 = { Stochastic geometry, Marked point process, Road network, Line networks, 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 = { September },
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 = { Simulated Annealing, Marked point process, Stochastic geometry, Optimization }
}
@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 }
}
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