@ARTICLE{ieeetgrs_05,
author = { Poggi, G. and Scarpa, G. and Zerubia, J. },
title = { Supervised Segmentation of Remote Sensing Images Based on a Tree-Structure MRF Model },
year = { 2005 },
month = { August },
journal = { IEEE Trans. Geoscience and Remote Sensing },
volume = { 43 },
number = { 8 },
pages = { 1901-1911 },
pdf = { http://ieeexplore.ieee.org/iel5/36/32001/01487647.pdf?tp=&arnumber=1487647&isnumber=32001 },
keyword = { Classification, Segmentation, Markov Fields }
}
@ARTICLE{descombes98d,
author = { Descombes, X. and Kruggel, F. and von Cramon, Y. },
title = { fMRI Signal Restoration Using an Edge Preserving Spatio-temporal Markov Random Field },
year = { 1998 },
journal = { NeuroImage },
volume = { 8 },
pages = { 340-349 },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/1998_descombes98d.pdf },
keyword = { fMRI, Restoration, Markov Fields }
}
@PHDTHESIS{rellier,
author = { Rellier, G. },
title = { Analyse de texture dans l'espace hyperspectral par des méthodes probabilistes },
year = { 2002 },
month = { November },
school = { Universite de Nice Sophia Antipolis },
url = { https://hal.inria.fr/tel-00505898 },
keyword = { Hyperspectral imaging, Texture, Classification, Markov Fields }
}
@PHDTHESIS{lorette99,
author = { Lorette, A. },
title = { Analyse de Texture par Méthodes Markoviennes et par Morphologie Mathématique : Application à l'Analyse des Zones Urbaines sur des Images Satellitales },
year = { 1999 },
month = { September },
school = { Universite de Nice Sophia Antipolis },
pdf = { Theses/these-lorette.pdf },
keyword = { Texture, Segmentation, Markov Fields, Mathematical morphology, Urban areas }
}
@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 }
}
@INPROCEEDINGS{lafarge_icip05,
author = { Lafarge, F. and Descombes, X. and Zerubia, J. },
title = { Textural Kernel for SVM Classification in Remote Sensing : Application to Forest Fire Detection and Urban Area Extraction },
year = { 2005 },
month = { September },
booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
address = { Genoa, Italy },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2005_lafarge_icip05.pdf },
keyword = { Support Vector Machines, Learning base, Markov Fields, Forest fires, Urban areas }
}
@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{VoisinGretsi2011,
author = { Voisin, A. and Krylov, V. and Zerubia, J. },
title = { Classification bayésienne supervisée d’images RSO de zones urbaines à très haute résolution },
year = { 2011 },
month = { September },
booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
address = { Bordeaux },
url = { http://hal.inria.fr/inria-00623003/fr/ },
keyword = { SAR Images, Classification, Urban areas, Markov Fields, Hierarchical models }
}
@TECHREPORT{Scarpa03,
author = { Scarpa, G. and Poggi, G. and Zerubia, J. },
title = { A Binary Tree-Structured MRF Model for Multispectral Satellite Image Segmentation },
year = { 2003 },
month = { December },
institution = { INRIA },
type = { Research Report },
number = { 5062 },
address = { France },
url = { https://hal.inria.fr/inria-00071522 },
pdf = { https://hal.inria.fr/file/index/docid/71522/filename/RR-5062.pdf },
ps = { https://hal.inria.fr/docs/00/07/15/22/PS/RR-5062.ps },
keyword = { Bayesian estimation, Classification, Markov Fields, Hierarchical models }
}
@TECHREPORT{4479,
author = { Rellier, G. and Descombes, X. and Falzon, F. and Zerubia, J. },
title = { Analyse de Texture Hyperspectrale par Modélisation Markovienne },
year = { 2002 },
month = { June },
institution = { INRIA },
type = { Research Report },
number = { 4479 },
address = { France },
url = { https://hal.inria.fr/inria-00072109 },
pdf = { https://hal.inria.fr/file/index/docid/72109/filename/RR-4479.pdf },
ps = { https://hal.inria.fr/docs/00/07/21/09/PS/RR-4479.ps },
keyword = { Classification, Markov Fields, Texture, Hyperspectral imaging }
}
@TECHREPORT{4578,
author = { Viveros-Cancino, O. and Descombes, X. and Zerubia, J. },
title = { Analyse Intra-urbaine à partir d'Images Satellitaires par une Approche de Fusion de Données sur la Ville de Mexico },
year = { 2002 },
month = { October },
institution = { Inria },
type = { Research Report },
number = { 4578 },
address = { France },
url = { https://hal.inria.fr/inria-00072010 },
pdf = { https://hal.inria.fr/file/index/docid/72010/filename/RR-4578.pdf },
ps = { https://hal.inria.fr/docs/00/07/20/10/PS/RR-4578.ps },
keyword = { Data fusion, Markov Fields, Texture, Urban areas, Confusion matrix }
}
@TECHREPORT{xd01,
author = { Rellier, G. and Descombes, X. and Falzon, F. and Zerubia, J. },
title = { La poursuite de projection pour la classification d'image hyperspectrale texturée },
year = { 2001 },
month = { March },
institution = { Inria },
type = { Research Report },
number = { 4152 },
address = { France },
url = { https://hal.inria.fr/inria-00072472 },
pdf = { https://hal.inria.fr/file/index/docid/72472/filename/RR-4152.pdf },
ps = { https://hal.inria.fr/docs/00/07/24/72/PS/RR-4152.ps },
keyword = { Classification, Texture, Hyperspectral imaging, Markov Fields }
}
@TECHREPORT{jalo00a,
author = { Jalobeanu, A. and Blanc-Féraud, L. and Zerubia, J. },
title = { Adaptive parameter estimation for satellite image deconvolution },
year = { 2000 },
month = { June },
institution = { Inria },
type = { Research Report },
number = { 3956 },
url = { https://hal.inria.fr/inria-00072693 },
pdf = { https://hal.inria.fr/file/index/docid/72693/filename/RR-3956.pdf },
ps = { https://hal.inria.fr/docs/00/07/26/93/PS/RR-3956.ps },
keyword = { Deconvolution, Regularization, Markov Fields, Likelihood maximum }
}
@TECHREPORT{jalo00b,
author = { Jalobeanu, A. and Blanc-Féraud, L. and Zerubia, J. },
title = { Étude de la restitution des paramètres instrumentaux en imagerie satellitaire },
year = { 2000 },
month = { June },
institution = { Inria },
type = { Research Report },
number = { 3957 },
url = { https://hal.inria.fr/inria-00072691 },
pdf = { https://hal.inria.fr/file/index/docid/72691/filename/RR-3957.pdf },
ps = { https://hal.inria.fr/docs/00/07/26/91/PS/RR-3957.ps },
keyword = { Deconvolution, Markov Fields, Likelihood maximum, Variational methods }
}
@TECHREPORT{rel00,
author = { Rellier, G. and Descombes, X. and Zerubia, J. },
title = { Local registration and deformation of a road cartographic database on a SPOT satellite image },
year = { 2000 },
month = { May },
institution = { Inria },
type = { Research Report },
number = { 3939 },
url = { https://hal.inria.fr/inria-00072711 },
pdf = { https://hal.inria.fr/file/index/docid/72711/filename/RR-3939.pdf },
ps = { https://hal.inria.fr/docs/00/07/27/11/PS/RR-3939.ps },
keyword = { Markov Fields, Road network }
}
@TECHREPORT{pony00,
author = { Pony, O. and Descombes, X. and Zerubia, J. },
title = { Classification d'images satellitaires hyperspectrales en zone rurale et périurbaine },
year = { 2000 },
month = { September },
institution = { Inria },
type = { Research Report },
number = { 4008 },
url = { https://hal.inria.fr/inria-00072636 },
pdf = { https://hal.inria.fr/file/index/docid/72636/filename/RR-4008.pdf },
ps = { https://hal.inria.fr/docs/00/07/26/36/PS/RR-4008.ps },
keyword = { Hyperspectral imaging, Markov Fields, Simulated Annealing, Gibbs Random Fields, Potts model, Texture }
}
@TECHREPORT{stoica98,
author = { Stoica, R. and Zerubia, J. and Francos, J.M. },
title = { Indexing and retrieval in multimedia libraries through parametric texture modeling using the 2D Wold decomposition },
year = { 1998 },
month = { December },
institution = { Inria },
type = { Research Report },
number = { 3594 },
url = { https://hal.inria.fr/inria-00073085 },
pdf = { https://hal.inria.fr/file/index/docid/73085/filename/RR-3594.pdf },
ps = { https://hal.inria.fr/docs/00/07/30/85/PS/RR-3594.ps },
keyword = { Markov Fields, Texture, Segmentation, Indexation }
}
@TECHREPORT{jaloRR98,
author = { Jalobeanu, A. and Blanc-Féraud, L. and Zerubia, J. },
title = { Estimation d'hyperparamètres pour la restauration d'images satellitaires par une méthode MCMCML },
year = { 1998 },
month = { August },
institution = { Inria },
type = { Research Report },
number = { 3469 },
url = { https://hal.inria.fr/inria-00073221 },
pdf = { https://hal.inria.fr/file/index/docid/73221/filename/RR-3469.pdf },
ps = { https://hal.inria.fr/docs/00/07/32/21/PS/RR-3469.ps },
keyword = { Markov Fields, Regularization, Variational methods, Likelihood maximum }
}
@TECHREPORT{loretteRR98,
author = { Lorette, A. and Descombes, X. and Zerubia, J. },
title = { Extraction des zones urbaines fondée sur une analyse de la texture par modélisation markovienne },
year = { 1998 },
month = { May },
institution = { Inria },
type = { Research Report },
number = { 3423 },
url = { http://hal.inria.fr/inria-00073267 },
pdf = { http://hal.inria.fr/docs/00/07/32/67/PDF/RR-3423.pdf },
ps = { http://hal.inria.fr/docs/00/07/32/67/PS/RR-3423.ps },
keyword = { Texture, Markov Fields, Urban areas, Entropy }
}
@TECHREPORT{hiv98,
author = { Hivernat, C. and Descombes, X. and Randriamasy, S. and Zerubia, J. },
title = { Mise en correspondance et recalage de graphes : application aux réseaux routiers extraits d'un couple carte/image },
year = { 1998 },
month = { October },
institution = { Inria },
type = { Research Report },
number = { 3529 },
url = { https://hal.inria.fr/inria-00073156 },
pdf = { https://hal.inria.fr/file/index/docid/73156/filename/RR-3529.pdf },
ps = { https://hal.inria.fr/docs/00/07/31/56/PS/RR-3529.ps },
keyword = { Markov Fields, Road network, Graph matching }
}
@TECHREPORT{5370,
author = { Lafarge, F. and Descombes, X. and Zerubia, J. },
title = { Noyaux Texturaux pour les Problèmes de Classification par SVM en Télédétection },
year = { 2004 },
month = { December },
institution = { INRIA },
type = { Research Report },
number = { 5370 },
address = { France },
url = { https://hal.inria.fr/inria-00070633 },
pdf = { https://hal.inria.fr/file/index/docid/70633/filename/RR-5370.pdf },
ps = { https://hal.inria.fr/docs/00/07/06/33/PS/RR-5370.ps },
keyword = { Support Vector Machines, Classification, Forest fires, Urban areas, Learning base, Markov Fields }
}
@TECHREPORT{Descombes-Pechersky,
author = { Descombes, X. and Pechersky, E. },
title = { Tree Crown Extraction using a Three States Markov Random Field },
year = { 2006 },
month = { September },
institution = { INRIA },
type = { Research Report },
number = { 5982 },
url = { https://hal.inria.fr/inria-00097555 },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_Descombes-Pechersky.pdf },
keyword = { Markov Fields, Tree Crown Extraction }
}
@INCOLLECTION{jzjalokato2002,
author = { Zerubia, J. and Jalobeanu, A. and Kato, Z. },
title = { Markov random fields in image processing, application to remote sensing and astrophysics },
year = { 2002 },
booktitle = { Journal de Physique, EDP Sciences },
volume = { IV },
number = { 12 },
url = { http://jp4.journaldephysique.org/articles/jp4/abs/2002/01/jp4pr1p117/jp4pr1p117.html },
keyword = { Markov Fields, Satellite images, Astrophysics }
}
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