@ARTICLE{AujolChambolle,
author = { Aujol, J.F. and Chambolle, A. },
title = { Dual Norms and Image Decomposition Models },
year = { 2005 },
month = { June },
journal = { International Journal of Computer Vision },
volume = { 63 },
number = { 1 },
pages = { 85-104 },
pdf = { http://link.springer.com/article/10.1007/s11263-005-4948-3 },
keyword = { Image decomposition }
}
@ARTICLE{DES04a,
author = { Descombes, X. and Kruggel, F. and Wollny, G. and Gertz, H.J. },
title = { An object based approach for detecting smallbrain lesions: application to Virchow-Robin spaces },
year = { 2004 },
month = { February },
journal = { IEEE Trans. Medical Imaging },
volume = { 23 },
number = { 2 },
pages = { 246--255 },
pdf = { http://ieeexplore.ieee.org/iel5/42/28264/01263613.pdf?tp=&arnumber=1263613&isnumber=28264 }
}
@ARTICLE{STO04a,
author = { Stoica, R. and Descombes, X. and Zerubia, J. },
title = { A Gibbs point process for road extraction in remotely sensed images },
year = { 2004 },
journal = { International Journal of Computer Vision },
volume = { 57 },
number = { 2 },
pages = { 121--136 },
url = { http://www.springerlink.com/content/kr262t6084464n30/ }
}
@ARTICLE{JAL04a,
author = { Jalobeanu, A. and Blanc-Féraud, L. and Zerubia, J. },
title = { An adaptive Gaussian model for satellite image deblurring },
year = { 2004 },
journal = { IEEE Trans. Image Processing },
volume = { 13 },
number = { 4 },
pdf = { http://ieeexplore.ieee.org/iel5/83/28667/01284396.pdf?tp=&arnumber=1284396&isnumber=28667 }
}
@ARTICLE{jz_applied_photo,
author = { Zhang, B. and Zerubia, J. and Olivo-Marin, J.C. },
title = { Gaussian approximations of fluorescence microscope point-spread function models },
year = { 2007 },
month = { April },
journal = { Applied Optics },
volume = { 46 },
number = { 10 },
pages = { 1819-1829 },
url = { http://dx.doi.org/10.1364/AO.46.001819 },
pdf = { ../Upload-1/2007_jz_applied_photo.pdf }
}
@ARTICLE{DES04br,
author = { Descombes, X. and Zhizhina, E. },
title = { Applications of Gibbs fields methods to image processing problems },
year = { 2004 },
month = { September },
journal = { Problems of Information Transmission },
volume = { 40 },
number = { 3 },
pages = { 108--125 },
note = { in Russian },
pdf = { http://www.mathnet.ru/php/getFT.phtml?jrnid=ppi&paperid=146&what=fullt&option_lang=rus }
}
@ARTICLE{DES04be,
author = { Descombes, X. and Zhizhina, E. },
title = { Applications of Gibbs fields methods to image processing problems },
year = { 2004 },
month = { September },
journal = { Problems of Information Transmission },
volume = { 40 },
number = { 3 },
pages = { 279-295 },
note = { in English },
url = { http://link.springer.com/article/10.1023%2FB%3APRIT.0000044262.70555.5c }
}
@ARTICLE{DES04c,
author = { Rellier, G. and Descombes, X. and Falzon, F. and Zerubia, J. },
title = { Texture Feature Analysis Using a Gauss-Markov Model in Hyperspectral Image Classification },
year = { 2004 },
journal = { IEEE Trans. Geoscience and Remote Sensing },
volume = { 42 },
number = { 7 },
pages = { 1543--1551 },
pdf = { http://ieeexplore.ieee.org/iel5/36/29162/01315838.pdf?tp=&arnumber=1315838&isnumber=29162 }
}
@ARTICLE{ORT04a,
author = { Ortner, M. and Descombes, X. and Zerubia, J. },
title = { Extraction automatique de caricatures de bâtiments a partir de modeles numeriques d'elevation par utilisation de processus ponctuels spatiaux },
year = { 2004 },
journal = { Bulletin de la Société Française de Photogrammétrie et de Télédétection },
volume = { 173-174 },
pages = { 83--92 },
}
@ARTICLE{BLA04,
author = { Aubert, G. and Blanc-Féraud, L. and March, R. },
title = { Gamma-convergence of discrete functionals with nonconvex perturbation for image classification },
year = { 2004 },
journal = { SIAM Journal on Numerical Analysis },
volume = { 42 },
number = { 3 },
pages = { 1128--1145 },
url = { http://epubs.siam.org/doi/abs/10.1137/S0036142902412336 }
}
@ARTICLE{JZHK04,
author = { Ben Hamza, A. and Krim, H. and Zerubia, J. },
title = { A nonlinear entropic variational model for image filtering },
year = { 2004 },
journal = { EURASIP Journal on Applied Signal Processing },
volume = { 16 },
pages = { 2408--2422 },
url = { https://hal.inria.fr/hal-00784485/ }
}
@ARTICLE{aujolGL,
author = { Aujol, J.F. and Aubert, G. and Blanc-Féraud, L. },
title = { Wavelet-based Level Set Evolution for Classification of Textured Images },
year = { 2003 },
journal = { IEEE Trans. Image Processing },
volume = { 12 },
number = { 12 },
pdf = { http://ieeexplore.ieee.org/iel5/83/28122/01257399.pdf?tp=&arnumber=1257399&isnumber=28122 }
}
@ARTICLE{lacostesfpt,
author = { Lacoste, C. and Descombes, X. and Zerubia, J. and Baghdadi, N. },
title = { Extraction automatique des réseaux linéiques à partir d'images satellitaires et aériennes par processus Markov objet },
year = { 2003 },
journal = { Bulletin de la Société Française de Photogrammétrie et de Télédétection },
volume = { 170 },
pages = { 13--22 },
url = { http://www.researchgate.net/profile/Nicolas_Baghdadi/publication/236882132_Extraction_automatique_des_rseaux_liniques__partir_dimages_satellitaires_et_ariennes_par_processus_Markov_objets/links/00463519e05ebd9e83000000.pdf?disableCoverPage=true }
}
@ARTICLE{crouzilXDJDD,
author = { Crouzil, A. and Descombes, X. and Durou, J.D. },
title = { A Multiresolution Approach for Shape from Shading Coupling Deterministic and Stochastic Optimization },
year = { 2003 },
month = { November },
journal = { IEEE Trans. Pattern Analysis ans Machine Intelligence },
volume = { 25 },
number = { 11 },
pages = { 1416--1421 },
note = { Special section on `Energy minimization methods in computer vision and pattern recognition' },
pdf = { http://ieeexplore.ieee.org/iel5/34/27807/01240116.pdf?tp=&arnumber=1240116&isnumber=27807 }
}
@ARTICLE{descombesEP,
author = { Descombes, X. and Pechersky, E. },
title = { Droplet Shapes for a Class of Models in Z^2 at Zero Temperature },
year = { 2003 },
journal = { Journal of Statistical Physics },
volume = { 111 },
number = { 1-2 },
pages = { 129--169 },
pdf = { http://link.springer.com/article/10.1023/A%3A1022252923753 }
}
@ARTICLE{rellierXDFFJZ,
author = { Rellier, G. and Descombes, X. and Falzon, F. and Zerubia, J. },
title = { Classification de Textures Hyperspectrales Fondée sur un Modèle Markovien et Une Technique de Poursuite de Projection },
year = { 2003 },
journal = { Traitement du Signal },
volume = { 20 },
number = { 1 },
pages = { 25--42 },
url = { http://documents.irevues.inist.fr/handle/2042/2216 }
}
@ARTICLE{JalobeaLBFJZ,
author = { Jalobeanu, A. and Blanc-Féraud, L. and Zerubia, J. },
title = { Satellite image deblurring using complex wavelet packets },
year = { 2003 },
journal = { International Journal of Computer Vision },
volume = { 51 },
number = { 3 },
pages = { 205--217 },
pdf = { http://link.springer.com/article/10.1023/A%3A1021801918603 }
}
@ARTICLE{Kuruoglu03,
author = { Kuruoglu, E.E. and Zerubia, J. },
title = { Modelling SAR Images with a Generalization of the Rayleigh Distribution },
year = { 2004 },
month = { April },
journal = { IEEE Trans. Image Processing },
volume = { 13 },
number = { 4 },
pages = { 527 - 533 },
pdf = { http://ieeexplore.ieee.org/iel5/83/28667/01284389.pdf?tp=&arnumber=1284389&isnumber=28667 }
}
@ARTICLE{Kuruoglu03a,
author = { Kuruoglu, E.E. and Zerubia, J. },
title = { Skewed alpha-stable distributions for modelling textures },
year = { 2003 },
journal = { Pattern Recognition Letters },
volume = { 24 },
number = { 1-3 },
pages = { 339--348 },
url = { http://www.sciencedirect.com/science/article/pii/S0167865502002477 }
}
@ARTICLE{rellierXDJZ,
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 = { 2002 },
journal = { Pattern Recognition },
volume = { 35 },
number = { 10 },
url = { http://www.sciencedirect.com/science/article/pii/S0031320301001807 }
}
@ARTICLE{forooshjzmb,
author = { Foroosh, H. and Zerubia, J. and Berthod, M. },
title = { Extension of phase correlation to subpixel registration },
year = { 2002 },
month = { March },
journal = { IEEE Trans. on Image Processing },
volume = { 11 },
number = { 3 },
pages = { 188 - 200 },
pdf = { http://ieeexplore.ieee.org/iel5/83/21305/00988953.pdf?tp=&arnumber=988953&isnumber=21305 }
}
@ARTICLE{jalo02h,
author = { Jalobeanu, A. and Blanc-Féraud, L. and Zerubia, J. },
title = { Hyperparameter estimation for satellite image restoration using a MCMC Maximum Likelihood method },
year = { 2002 },
journal = { Pattern Recognition },
volume = { 35 },
number = { 2 },
pages = { 341--352 },
url = { http://www.sciencedirect.com/science/article/pii/S0031320300001783 }
}
@ARTICLE{xd01c,
author = { Descombes, X. and Stoica, R. and Garcin, L. and Zerubia, J. },
title = { A RJMCMC algorithm for object processes in image processing },
year = { 2001 },
journal = { Monte Carlo Methods and Applications },
volume = { 7 },
number = { 1-2 },
pages = { 149-156 },
url = { http://www.degruyter.com/view/j/mcma.2001.7.issue-1-2/mcma.2001.7.1-2.149/mcma.2001.7.1-2.149.xml }
}
@ARTICLE{cs00,
author = { Samson, C. and Blanc-Féraud, L. and Aubert, G. and Zerubia, J. },
title = { A variational model for image classification and restoration },
year = { 2000 },
month = { May },
journal = { IEEE Trans. Pattern Analysis ans Machine Intelligence },
volume = { 22 },
number = { 5 },
pages = { 460-472 },
pdf = { http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=857003 }
}
@ARTICLE{cs00b,
author = { Samson, C. and Blanc-Féraud, L. and Aubert, G. and Zerubia, J. },
title = { A Level Set Model for Image Classification },
year = { 2000 },
journal = { International Journal of Computer Vision },
volume = { 40 },
number = { 3 },
pages = { 187-198 },
url = { http://link.springer.com/article/10.1023%2FA%3A1008183109594 }
}
@ARTICLE{xd00,
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 = { 2000 },
journal = { Traitement du Signal },
volume = { 17 },
number = { 1 },
pages = { 21-32 },
url = { http://documents.irevues.inist.fr/handle/2042/2129 }
}
@ARTICLE{xd00a,
author = { Lorette, A. and Descombes, X. and Zerubia, J. },
title = { Texture analysis through a Markovian modelling and fuzzy classification: Application to urban area Extraction from Satellite Images },
year = { 2000 },
journal = { International Journal of Computer Vision },
volume = { 36 },
number = { 3 },
pages = { 221-236 },
url = { http://dx.doi.org/10.1023/A:1008129103384 },
pdf = { http://dx.doi.org/10.1023/A:1008129103384 }
}
@ARTICLE{jz00y,
author = { Szirányi, T. and Zerubia, J. and Czúni, L. and Geldreich, D. and Kato, Z. },
title = { Image segmentation using Markov random field model in fully parallel cellular network architectures },
year = { 2000 },
month = { June },
journal = { Real Time Imaging },
volume = { 6 },
number = { 3 },
pages = { 195-211 },
pdf = { http://dx.doi.org/10.1006/rtim.1998.0159 }
}
@ARTICLE{lbf99a,
author = { Blanc-Féraud, L. and Aubert, G. },
title = { Some remarks on the equivalence between 2D and 3D classical snakes and geodesic active contours },
year = { 1999 },
month = { September },
journal = { International Journal of Computer Vision },
volume = { 34 },
number = { 1 },
pages = { 19-28 },
url = { http://link.springer.com/article/10.1023%2FA%3A1008168219878 }
}
@ARTICLE{lbf99b,
author = { Corbard, T. and Blanc-Féraud, L. and Berthomieu, G. and Provost, J. },
title = { Non linear regularization for helioseismic inversions. Application for the study of the solar tachocline },
year = { 1999 },
journal = { Astronomy and Astrophysics },
number = { 344 },
pages = { 696-708 },
url = { http://arxiv.org/abs/astro-ph/9901112 }
}
@ARTICLE{xd99a,
author = { Descombes, X. and Sigelle, M. and Prêteux, F. },
title = { GMRF Parameter Estimation in a non-stationary Framework by a Renormalization Technique: Application to Remote Sensing Imaging },
year = { 1999 },
journal = { IEEE Trans. Image Processing },
volume = { 8 },
number = { 4 },
pages = { 490-503 },
url = { https://hal.archives-ouvertes.fr/hal-00272393 }
}
@ARTICLE{xd99b,
author = { Descombes, X. and Kruggel, F. },
title = { A Markov Pixon Information approach for low level image description },
year = { 1999 },
month = { June },
journal = { IEEE Trans. Pattern Analysis ans Machine Intelligence },
volume = { 21 },
number = { 6 },
pages = { 482-494 },
pdf = { http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=771311 }
}
@ARTICLE{xd99d,
author = { Kruggel, F. and Von Cramon, Y. and Descombes, X. },
title = { Comparison of Filtering Methods for fMRI Datasets },
year = { 1999 },
month = { November },
journal = { NeuroImage },
volume = { 10 },
number = { 5 },
pages = { 530-543 },
url = { http://www.sciencedirect.com/science/article/pii/S1053811999904901 }
}
@ARTICLE{jz99a,
author = { Kato, Z. and Zerubia, J. and Berthod, M. },
title = { Unsupervised parallel image classification using Markovian models },
year = { 1999 },
journal = { Pattern Recognition },
volume = { 32 },
number = { 4 },
pages = { 591-604 },
pdf = { http://dx.doi.org/10.1016/S0031-3203(98)00104-6 },
keyword = { Markov random field model, Hierarchical model, Parameter estimation, Parallel unsupervised image classification }
}
@ARTICLE{jz99b,
author = { Strandlie, A. and Zerubia, J. },
title = { Particle tracking with iterated Kalman filters and smoothers : the PMHT algorithm },
year = { 1999 },
journal = { Computer Physics Communications },
volume = { 123 },
number = { 1-3 },
pages = { 77-87 },
url = { http://www.sciencedirect.com/science/article/pii/S0010465599002581 }
}
@ARTICLE{lbf98,
author = { Teboul, S. and Blanc-Féraud, L. and Aubert, G. and Barlaud, M. },
title = { Variational approach for edge preserving regularization using coupled PDE's },
year = { 1998 },
month = { March },
journal = { IEEE Trans. Image Processing },
volume = { 7 },
number = { 3 },
pages = { 387-397 },
pdf = { http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=661189 }
}
@ARTICLE{lbf98a,
author = { Laurette, I. and Darcourt, J. and Blanc-Féraud, L. and Koulibaly, P.M. and Barlaud, M. },
title = { Combined constraints for efficient algebraic regularized methods },
year = { 1998 },
journal = { Physics in Medicine and Biology },
volume = { 43 },
number = { 4 },
pages = { 991-1000 },
url = { http://iopscience.iop.org/0031-9155/43/4/026 }
}
@ARTICLE{jz98b,
author = { Unser, M. and Zerubia, J. },
title = { A generalized sampling theory without bandlimiting constraints },
year = { 1998 },
month = { August },
journal = { IEEE Trans. on Circuits And Systems II },
volume = { 45 },
number = { 8 },
pages = { 959-969 },
pdf = { http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=718806 }
}
@ARTICLE{AujolAubertclassif,
author = { Aubert, G. and Aujol, J.F. },
title = { Optimal Partitions, Regularized Solutions, and Application to Image Classification },
year = { 2005 },
month = { January },
journal = { Applicable Analysis },
volume = { 84 },
number = { 1 },
pages = { 15--35 },
pdf = { http://www.math.u-bordeaux1.fr/~jaujol/HDR/A2.pdf }
}
@ARTICLE{AujolAubert,
author = { Aubert, G. and Aujol, J.F. },
title = { Modeling very Oscillating Signals. Application to Image Processing },
year = { 2005 },
month = { March },
journal = { Applied Mathematics and Optimization },
volume = { 51 },
number = { 2 },
pages = { 163--182 },
pdf = { http://link.springer.com/article/10.1007/s00245-004-0812-z }
}
@ARTICLE{BLA05,
author = { Aujol, J.F. and Aubert, G. and Blanc-Féraud, L. and Chambolle, A. },
title = { Image Decomposition into a Bounded Variation Component and an Oscillating Component },
year = { 2005 },
month = { January },
journal = { Journal of Mathematical Imaging and Vision },
volume = { 22 },
number = { 1 },
pages = { 71--88 },
pdf = { http://link.springer.com/article/10.1007/s10851-005-4783-8 }
}
@ARTICLE{jermyn_annstat05,
author = { Jermyn, I. H. },
title = { Invariant Bayesian estimation on manifolds },
year = { 2005 },
month = { April },
journal = { Annals of Statistics },
volume = { 33 },
number = { 2 },
pages = { 583--605 },
url = { http://dx.doi.org/10.1214/009053604000001273 },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/jermyn_annstat05.pdf },
keyword = { Bayesian estimation, MAP, MMSE, Invariant, Metric, Jeffrey's }
}
@ARTICLE{laure-ijcv05,
author = { Aubert, G. and Aujol, J.F. and Blanc-Féraud, L. },
title = { Detecting codimension-two objects in an image with Ginzburg-Landau models },
year = { 2005 },
month = { November },
journal = { International Journal of Computer Vision },
volume = { 65 },
number = { 1-2 },
pages = { 29-42 },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/GL_IJCV_5.pdf },
keyword = { Ginzburg-Landau model, Point Detection, Segmentation, PDE, Biological images, SAR Images }
}
@ARTICLE{lafarge_ts06,
author = { Lafarge, F. and Descombes, X. and Zerubia, J. and Mathieu, S. },
title = { Détection de feux de forêt par analyse statistique d'évènements rares à partir d'images infrarouges thermiques },
year = { 2007 },
journal = { Traitement du Signal },
volume = { 24 },
number = { 1 },
note = { copyright Traitement du Signal },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_lafarge_ts06.pdf },
keyword = { Gaussian Field, Rare event, DT-caracteristic, Intensity peak }
}
@ARTICLE{laure-na05,
author = { Aubert, G. and Blanc-Féraud, L. and March, R. },
title = { An approximation of the Mumford-Shah energy by a family of dicrete edge-preserving functionals },
year = { 2006 },
journal = { Nonlinear Analysis },
volume = { 64 },
pages = { 1908-1930 },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_laure-na05.pdf },
keyword = { Gamma Convergence, Finite Element, Segmentation }
}
@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{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{lacoste05,
author = { Lacoste, C. and Descombes, X. and Zerubia, J. },
title = { Point Processes for Unsupervised Line Network Extraction in Remote Sensing },
year = { 2005 },
month = { October },
journal = { IEEE Trans. Pattern Analysis and Machine Intelligence },
volume = { 27 },
number = { 10 },
pages = { 1568-1579 },
pdf = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?isnumber=32189&arnumber=1498752&count=18&index=4 }
}
@ARTICLE{XDJZ,
author = { Descombes, X. and Zerubia, J. },
title = { Marked Point Processes in Image Analysis },
year = { 2002 },
month = { September },
journal = { IEEE Signal Processing Magazine },
volume = { 19 },
number = { 5 },
pages = { 77-84 },
pdf = { http://ieeexplore.ieee.org/iel5/79/22084/01028354.pdf?tp=&arnumber=1028354&isnumber=22084 }
}
@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 }
}
@ARTICLE{lafarge_sfpt05,
author = { Lafarge, F. and Descombes, X. and Zerubia, J. and Pierrot-Deseilligny, M. },
title = { Modèle Paramétrique pour la Reconstruction Automatique en 3D de Zones Urbaines Denses à partir d'Images Satellitaires Haute Résolution },
year = { 2005 },
journal = { Revue Française de Photogrammétrie et de Télédétection (SFPT) },
volume = { 180 },
pages = { 4--12 },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2005_lafarge_sfpt05.pdf },
keyword = { 3D reconstruction, Urban areas, Bayesian approach, MCMC, Satellite images }
}
@ARTICLE{dey_mrt_05,
author = { Dey, N. and Blanc-Féraud, L. and Zimmer, C. and Kam, Z. and Roux, P. and Olivo-Marin, J.C. and Zerubia, J. },
title = { Richardson-Lucy Algorithm with Total Variation Regularization for 3D Confocal Microscope Deconvolution },
year = { 2006 },
month = { April },
journal = { Microscopy Research Technique },
volume = { 69 },
pages = { 260-266 },
url = { http://dx.doi.org/10.1002/jemt.20294 },
keyword = { Confocal microscopy, Variational methods, Total variation, Deconvolution }
}
@ARTICLE{permuter_pr06,
author = { Permuter, H. and Francos, J.M. and Jermyn, I. H. },
title = { A study of Gaussian mixture models of colour and texture features for image classification and segmentation },
year = { 2006 },
month = { April },
journal = { Pattern Recognition },
volume = { 39 },
number = { 4 },
pages = { 695--706 },
url = { http://dx.doi.org/10.1016/j.patcog.2005.10.028 },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_permuter_pr06.pdf },
keyword = { Classification, Segmentation, Texture, Colour, Gaussian mixture, Decison fusion }
}
@ARTICLE{jz_ieee_tr_ip_06,
author = { Achim, A. and Kuruoglu, E.E. and Zerubia, J. },
title = { SAR Image Filtering Based on the Heavy-Tailed Rayleigh Model },
year = { 2006 },
month = { September },
journal = { IEEE Trans. on Image Processing },
volume = { 15 },
number = { 9 },
pages = { 2686-2693 },
pdf = { http://dx.doi.org/10.1109/TIP.2006.877362 },
keyword = { SAR Images }
}
@ARTICLE{COR-09,
author = { Corbane, C. and Baghdadi, N. and Descombes, X. and Petit, M. },
title = { Comparative study on the performance of multi paramater SAR data for operational urban areas extraction },
year = { 2009 },
month = { October },
journal = { IEEE-Geoscience and Remote Sensing Letters },
volume = { 6 },
number = { 4 },
pages = { 728-732 },
url = { http://dx.doi.org/10.1109/LGRS.2009.2024225 },
keyword = { Markov random field model, synthetic aperture radar, urban remote sensing }
}
@ARTICLE{MerletPAMI96,
author = { Merlet, N. and Zerubia, J. },
title = { New Prospects in Line Detection by Dynamic Programming },
year = { 1996 },
month = { April },
journal = { IEEE Trans. Pattern Analysis and Machine Intelligence },
volume = { 18 },
number = { 4 },
pages = { 426-431 },
url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?isnumber=10562&arnumber=491623&count=15&index=6 },
keyword = { Line detection, dynamic programming, energy minimization, curvature, satellite images }
}
@ARTICLE{Ants07,
author = { Le Hegarat-Mascle, S. and Kallel, A. and Descombes, X. },
title = { ant colony optimization for image regularization based on a non-stationary Markov modeling },
year = { 2007 },
month = { March },
journal = { IEEE Trans. on Image Processing },
volume = { 16 },
number = { 3 },
pages = { 865-878 },
url = { http://dx.doi.org/10.1109/TIP.2007.891150 },
pdf = { http:// },
keyword = { Markov Random Fields, Ants colonization }
}
@ARTICLE{Bhattacharya07,
author = { Bhattacharya, A. and Roux, M. and Maitre, H. and Jermyn, I. H. and Descombes, X. and Zerubia, J. },
title = { Computing Statistics from Man-Made Structures on the Earth's Surface for Indexing Satellite Images },
year = { 2007 },
journal = { International Journal of Simulation Modelling },
volume = { 6 },
number = { 2 },
pages = { 73--83 },
url = { http://www.ijsimm.com/Full_Papers/Fulltext2007/text6-2_73-83.pdf },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_Bhattacharya07.pdf }
}
@ARTICLE{Rochery07,
author = { Rochery, M. and Jermyn, I. H. and Zerubia, J. },
title = { Higher-Order Active Contour Energies for Gap Closure },
year = { 2007 },
month = { September },
journal = { Journal of Mathematical Imaging and Vision },
volume = { 29 },
number = { 1 },
pages = { 1-20 },
url = { http://dx.doi.org/10.1007/s10851-007-0021-x },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_Rochery07.pdf },
keyword = { Gap closure, Higher-order, Active contour, Shape, Prior, Road network }
}
@ARTICLE{descombes98,
author = { Descombes, X. and Kruggel, F. and Von Cramon, Y. },
title = { Spatio-temporal fMRI analysis using Markov Random Fields },
year = { 1998 },
journal = { IEEE Trans. Medical Imaging },
volume = { 17 },
number = { 6 },
pages = { 1028-1039 },
pdf = { http://www-sop.inria.fr/members/Xavier.Descombes/publis_dr/TMI1.pdf },
keyword = { fMRI, Markov Random Fields }
}
@ARTICLE{lafarge_sfpt06,
author = { Lafarge, F. and Descombes, X. and Zerubia, J. and Pierrot-Deseilligny, M. },
title = { Automatic building 3D reconstruction from DEMs },
year = { 2006 },
journal = { Revue Française de Photogrammétrie et de Télédétection (SFPT) },
volume = { 184 },
pages = { 48--53 },
url = { http://isprs.free.fr/documents/Papers/T07-32.pdf },
keyword = { 3D-reconstruction, Digital Elevation Model, Building extraction, dense urban areas }
}
@ARTICLE{Peng08b,
author = { Peng, T. and Jermyn, I. H. and Prinet, V. and Zerubia, J. },
title = { Incorporating generic and specific prior knowledge in a multi-scale phase field model for road extraction from VHR images },
year = { 2008 },
month = { June },
journal = { IEEE Trans. Geoscience and Remote Sensing },
volume = { 1 },
number = { 2 },
pages = { 139--146 },
url = { http://dx.doi.org/10.1109/JSTARS.2008.922318 },
pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/PengetalTGRS08.pdf },
keyword = { Dense urban areas, Geographic Information System (GIS), Multiscale, Road network, Variational methods, Very high resolution }
}
@ARTICLE{mr_ijcv_06,
author = { Rochery, M. and Jermyn, I. H. and Zerubia, J. },
title = { Higher Order Active Contours },
year = { 2006 },
month = { August },
journal = { International Journal of Computer Vision },
volume = { 69 },
number = { 1 },
pages = { 27--42 },
url = { http://dx.doi.org/10.1007/s11263-006-6851-y },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_mr_ijcv_06.pdf },
keyword = { Active contour, Shape, Higher-order, Prior, Road network }
}
@ARTICLE{jermyn_tpami01,
author = { Jermyn, I. H. and Ishikawa, H. },
title = { Globally optimal regions and boundaries as minimum ratio weight cycles },
year = { 2001 },
month = { October },
journal = { IEEE Trans. Pattern Analysis and Machine Intelligence },
volume = { 23 },
number = { 10 },
pages = { 1075-1088 },
url = { http://dx.doi.org/10.1109/34.954599 },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/jermyn_tpami01.pdf },
keyword = { Graph, Ratio, Cycle, Segmentation, Global minimum }
}
@ARTICLE{benedekTIP09,
author = { Benedek, C. and Szirányi, T. and Kato, Z. and Zerubia, J. },
title = { Detection of Object Motion Regions in Aerial Image Pairs with a Multi-Layer Markovian Model },
year = { 2009 },
month = { October },
journal = { IEEE Trans. Image Processing },
volume = { 18 },
number = { 10 },
pages = { 2303-2315 },
url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5089480 },
keyword = { Change detection, Aerial images, Camera motion, MRF }
}
@ARTICLE{ppankajakshan09b,
author = { Pankajakshan, P. and Zhang, B. and Blanc-Féraud, L. and Kam, Z. and Olivo-Marin, J.C. and Zerubia, J. },
title = { Blind deconvoltion for thin layered confocal imaging },
year = { 2009 },
month = { August },
journal = { Applied Optics },
volume = { 48 },
number = { 22 },
pages = { 4437-4448 },
pdf = { http://hal.inria.fr/docs/00/39/55/23/PDF/AppliedOpticsPaperTypesetting.pdf },
keyword = { Blind Deconvolution, Confocal microscopy, Inverse Problems }
}
@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{ScarpaTIP09,
author = { Scarpa, G. and Gaetano, R. and Haindl, M. and Zerubia, J. },
title = { Hierarchical Multiple Markov Chain Model for Unsupervised Texture Segmentation },
year = { 2009 },
month = { August },
journal = { IEEE Trans. on Image Processing },
volume = { 18 },
number = { 8 },
pages = { 1830-1843 },
url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?isnumber=5161445&arnumber=4914796&count=21&index=11 },
keyword = { Hierarchical Image Models, Markov Process, Pattern Analysis }
}
@ARTICLE{ortner08,
author = { Ortner, M. and Descombes, X. and Zerubia, J. },
title = { A marked point process of rectangles and segments for automatic analysis of Digital Elevation Models. },
year = { 2008 },
journal = { IEEE Trans. Pattern Analysis and Machine Intelligence },
pdf = { http://hal.inria.fr/docs/00/27/88/82/PDF/ortner08.pdf },
keyword = { Image procressing, Poisson point process, Stochastic geometry, Dense urban area, Digital Elevation Model, land register }
}
@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 }
}
@ARTICLE{xavTMI3,
author = { Risser, L. and Plouraboue, F. and Descombes, X. },
title = { Gap Filling of 3-D Microvascular Networs by Tensor Voting },
year = { 2008 },
month = { May },
journal = { IEEE Trans. Medical Imaging },
volume = { 27 },
number = { 5 },
pages = { 674-687 },
pdf = { http://ieeexplore.ieee.org/iel5/42/4497376/04389807.pdf?isnumber=4497376&prod=JNL&arnumber=4389807&arSt=674&ared=687&arAuthor=Risser%2C+L.%3B+Plouraboue%2C+F.%3B+Descombes%2C+X. }
}
@ARTICLE{LNA08,
author = { Descombes, X. and Zhizhina, E. },
title = { The Gibbs fields approach and related dynamics in image processing },
year = { 2008 },
journal = { Condensed Matter Physics },
volume = { 11 },
number = { 2(54) },
pages = { 293-312 },
pdf = { http:// }
}
@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 }
}
@ARTICLE{benedekTGRS09,
author = { Benedek, C. and Szirányi, T. },
title = { Change Detection in Optical Aerial Images by a Multi-Layer Conditional Mixed Markov Model },
year = { 2009 },
month = { October },
journal = { IEEE Trans. Geoscience and Remote Sensing },
volume = { 47 },
number = { 10 },
pages = { 3416-3430 },
url = { http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?isnumber=5257398&arnumber=5169964&count=26&index=11 },
keyword = { mixed Markov models, Change detection, Aerial images, MAP estimation }
}
@ARTICLE{Horvath09,
author = { Horvath, P. and Jermyn, I. H. and Kato, Z. and Zerubia, J. },
title = { A higher-order active contour model of a ‘gas of circles' and its application to tree crown extraction },
year = { 2009 },
month = { May },
journal = { Pattern Recognition },
volume = { 42 },
number = { 5 },
pages = { 699-709 },
url = { http://dx.doi.org/10.1016/j.patcog.2008.09.008 },
pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Horvathetal09.pdf },
keyword = { Shape, Higher-order, Active contour, Gas of circles, Tree Crown Extraction, Bayesian }
}
@ARTICLE{SrivastavaJermyn09,
author = { Srivastava, A. and Jermyn, I. H. },
title = { Looking for shapes in two-dimensional, cluttered point clouds },
year = { 2009 },
month = { September },
journal = { IEEE Trans. Pattern Analysis and Machine Intelligence },
volume = { 31 },
number = { 9 },
pages = { 1616-1629 },
url = { http://dx.doi.org/10.1109/TPAMI.2008.223 },
pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/SrivastavaJermyn09.pdf },
keyword = { Shape, Bayesian, Point cloud, Diffeomorphism, Sampling, Fisher-Rao }
}
@ARTICLE{Peng09,
author = { Peng, T. and Jermyn, I. H. and Prinet, V. and Zerubia, J. },
title = { Extended Phase Field Higher-Order Active Contour Models for Networks },
year = { 2010 },
month = { May },
journal = { International Journal of Computer Vision },
volume = { 88 },
number = { 1 },
pages = { 111-128 },
url = { http://www.springerlink.com/content/d3641g2227316w58/ },
keyword = { Active contour, Phase Field, Shape prior, Parameter analysis, remote sensing, Road network extraction }
}
@ARTICLE{xd99c,
author = { Descombes, X. and Morris, R. and Zerubia, J. and Berthod, M. },
title = { Estimation of Markov Random Field prior parameters using Markov chain Monte Carlo Maximum Likelihood },
year = { 1999 },
month = { July },
journal = { IEEE Trans. Image Processing },
volume = { 8 },
number = { 7 },
pages = { 954-963 },
pdf = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?isnumber=16772&arnumber=772239&count=14&index=6 },
keyword = { Markov processes, Monte Carlo methods, Potts model, Image segmentation, Maximum likelihood estimation }
}
@ARTICLE{flamTS,
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 = { 2009 },
month = { July },
journal = { Traitement du Signal },
volume = { 26 },
number = { 2 },
pages = { 95-108 },
pdf = { http://documents.irevues.inist.fr/handle/2042/28809 },
keyword = { flamants roses }
}
@ARTICLE{lafarge_pami09,
author = { Lafarge, F. and Descombes, X. and Zerubia, J. and Pierrot-Deseilligny, M. },
title = { Structural approach for building reconstruction from a single DSM },
year = { 2010 },
month = { January },
journal = { IEEE Trans. Pattern Analysis and Machine Intelligence },
volume = { 32 },
number = { 1 },
pages = { 135-147 },
url = { http://doi.ieeecomputersociety.org/10.1109/TPAMI.2008.281 }
}
@ARTICLE{2,
author = { Graziani, D. and Aubert, G. and Blanc-Féraud, L. },
title = { A formal Gamma-convergence approach for the detection of points in 2-D biological images },
year = { 2010 },
month = { September },
journal = { SIAM Journal on Imaging Sciences },
volume = { 3 },
number = { 3 },
pages = { 578-594 },
url = { http://hal.inria.fr/inria-00503152/ },
keyword = { points detection, curvature-depending functionals, divergence-measure fields }
}
@ARTICLE{lacoste10,
author = { Lacoste, C. and Descombes, X. and Zerubia, J. },
title = { Unsupervised line network extraction in remote sensing using a polyline process },
year = { 2010 },
month = { April },
journal = { Pattern Recognition },
volume = { 43 },
number = { 4 },
pages = { 1631-1641 },
url = { http://dx.doi.org/10.1016/j.patcog.2009.11.003 },
keyword = { Marked point process, Line networks, Road network extraction }
}
@ARTICLE{krylovGRSL2011,
author = { Krylov, V. and Moser, G. and Serpico, S.B. and Zerubia, J. },
title = { Enhanced Dictionary-Based SAR Amplitude Distribution Estimation and Its Validation With Very High-Resolution Data },
year = { 2011 },
month = { January },
journal = { IEEE-Geoscience and Remote Sensing Letters },
volume = { 8 },
number = { 1 },
pages = { 148-152 },
url = { http://dx.doi.org/10.1109/LGRS.2010.2053517 },
pdf = { http://hal.archives-ouvertes.fr/inria-00503893/en/ },
keyword = { finite mixture models, parametric estimation, probability-density-function estimation, Stochastic EM (SEM), synthetic aperture radar }
}
@ARTICLE{lafarge_tip2010,
author = { Lafarge, F. and Keriven, R. and Brédif, M. },
title = { Insertion of 3D-primitives in mesh-based representations: Towards compact models preserving the details },
year = { 2010 },
month = { July },
journal = { IEEE Trans. Image Processing },
volume = { 19 },
number = { 7 },
pages = { 1683-1694 },
url = { http://dx.doi.org/10.1109/TIP.2010.2045695 },
keyword = { 3-D reconstruction, Graph-cut , Shape extraction, urban scenes }
}
@ARTICLE{mallet_tip2010,
author = { Mallet, C. and Lafarge, F. and Roux, M. and Soergel, U. and Bretar, F. and Heipke, C. },
title = { A Marked Point Process for Modeling Lidar Waveforms },
year = { 2010 },
month = { December },
journal = { IEEE Trans. Image Processing },
volume = { 19 },
number = { 12 },
pages = { 3204-3221 },
url = { http://dx.doi.org/10.1109/TIP.2010.2052825 },
keyword = { Clustering algorithms, Image color analysis, Image edge detection, Image segmentation, Monte Carlo Sampling, Object-based stochastic model }
}
@ARTICLE{TSCarlavan2010,
author = { Carlavan, M. and Weiss, P. and Blanc-Féraud, L. },
title = { Régularité et parcimonie pour les problèmes inverses en imagerie : algorithmes et comparaisons },
year = { 2010 },
month = { September },
journal = { Traitement du Signal },
volume = { 27 },
number = { 2 },
pages = { 189-219 },
url = { http://hal.inria.fr/inria-00503050/fr/ },
pdf = { http://www.math.univ-toulouse.fr/~weiss/Publis/TS_Carlavan_Weiss_BlancFeraud_2010.pdf },
keyword = { Inverse Problems, Regularization, Total variation, Wavelets }
}
@ARTICLE{COCV2010,
author = { Graziani, D. and Aubert, G. },
title = { Variational approximation for detecting point-like target problems },
year = { 2010 },
month = { August },
journal = { COCV: Esaim Control Optimization and Calculus of Variations DOI: 10.1051/cocv/2010029 },
url = { http://dx.doi.org/10.1051/cocv/2010029 },
keyword = { points detection, Biological images, divergence-measure fields }
}
@ARTICLE{Joshi2010,
author = { Joshi, S. and Klassen, E. and Liu, W. and Jermyn, I. H. and Srivastava, A. },
title = { Shape Analysis of Elastic Curves in Euclidean Spaces },
year = { 2010 },
journal = { IEEE Trans. Pattern Analysis and Machine Intelligence },
volume = { 33 },
number = { 7 },
pages = { 1415-1428 },
note = { to appear },
pdf = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5601739 },
keyword = { shape analysis, elastic deformations, Riemannian elastic metric }
}
@ARTICLE{moser_ieeetgrs_05,
author = { Moser, G. and Zerubia, J. and Serpico, S.B. },
title = { Dictionary-Based Stochastic Expectation-Maximization for SAR Amplitude Probability Density Function Estimation },
year = { 2006 },
month = { January },
journal = { IEEE Trans. Geoscience and Remote Sensing },
volume = { 44 },
number = { 1 },
pages = { 188-200 },
url = { http://dx.doi.org/10.1109/TGRS.2005.859349 },
pdf = { http://hal.archives-ouvertes.fr/inria-00561369/en/ },
keyword = { SAR Images, Stochastic EM (SEM), Dictionary }
}
@ARTICLE{moser_ieeeip05,
author = { Moser, G. and Zerubia, J. and Serpico, S.B. },
title = { SAR amplitude probability density function estimation based on a generalized Gaussian model },
year = { 2006 },
month = { June },
journal = { IEEE Trans. on Image Processing },
volume = { 15 },
number = { 6 },
pages = { 1429-1442 },
url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=1632197 },
pdf = { http://hal.archives-ouvertes.fr/inria-00561372/en/ },
keyword = { SAR Images, Generalised Gaussians, Mellin transform }
}
@ARTICLE{krylovJSTSP2011,
author = { Krylov, V. and Moser, G. and Serpico, S.B. and Zerubia, J. },
title = { Supervised High Resolution Dual Polarization SAR Image Classification by Finite Mixtures and Copulas },
year = { 2011 },
month = { June },
journal = { IEEE Journal of Selected Topics in Signal Processing },
volume = { 5 },
number = { 3 },
pages = { 554-566 },
url = { http://dx.doi.org/10.1109/JSTSP.2010.2103925 },
pdf = { http://hal.archives-ouvertes.fr/inria-00562326/en/ },
keyword = { Polarimetric synthetic aperture radar, Supervised classification, probability density function (pdf), dictionary-based pdf estimation, Markov random field, copula }
}
@ARTICLE{benedekPAMI11,
author = { Benedek, C. and Descombes, X. and Zerubia, J. },
title = { Building Development Monitoring in Multitemporal Remotely Sensed Image Pairs with Stochastic Birth-Death Dynamics },
year = { 2012 },
month = { January },
journal = { IEEE Trans. Pattern Analysis and Machine Intelligence },
volume = { 34 },
number = { 1 },
pages = { 33-50 },
url = { http://dx.doi.org/10.1109/TPAMI.2011.94 },
keyword = { Building extraction, Change detection, Marked point process, multiple birth-and-death dynamics }
}
@ARTICLE{SIAM_JSC_PWEISS,
author = { Weiss, P. and Blanc-Féraud, L. and Aubert, G. },
title = { Efficient schemes for total variation minimization under constraints in image processing },
year = { 2009 },
journal = { SIAM journal on Scientific Computing },
volume = { 31 },
number = { 3 },
pages = { 2047-2080 },
url = { http://www.math.univ-toulouse.fr/~weiss/Publis/SIAM_JSC09_PWEISS.pdf },
pdf = { http://www.math.univ-toulouse.fr/~weiss/Publis/SIAM_JSC09_PWEISS.pdf },
keyword = { Total variation, l1 norm, nesterov scheme, Rudin Osher Fatemi, fast optimization, real time }
}
@ARTICLE{SIIMS_2011,
author = { Weiss, P. and Fournier, A. and Blanc-Féraud, L. and Aubert, G. },
title = { On the Illumination Invariance of the Level Lines under Directed Light: Application to Change Detection },
year = { 2011 },
month = { March },
journal = { SIAM Journal on Imaging Sciences },
volume = { 4 },
number = { 1 },
pages = { 448-471 },
url = { http://www.math.univ-toulouse.fr/~weiss/Publis/SIIMS_2011_Weiss.pdf },
pdf = { http://www.math.univ-toulouse.fr/~weiss/Publis/SIIMS_2011_Weiss.pdf },
keyword = { Level Lines, topographic map, illumination invariance, Change detection, contrast equalization, remote sensing }
}
@ARTICLE{cariou2010,
author = { Cariou, P. and Descombes, X. and Zhizhina, E. },
title = { A Point Process for Fully Automatic Road Network Detection in Satellite and Aerial Images },
year = { 2010 },
journal = { Problems of Information Transmission },
volume = { 10 },
number = { 3 },
pages = { 247-256 },
url = { http://www.jip.ru/2010/247-256-2010.pdf },
keyword = { Marked point process, birth and death process, Road network extraction }
}
@ARTICLE{Voisin13,
author = { Voisin, A. and Krylov, V. and Moser, G. and Serpico, S.B. and Zerubia, J. },
title = { Classification of Very High Resolution SAR Images of Urban Areas Using Copulas and Texture in a Hierarchical Markov Random Field Model },
year = { 2012 },
journal = { IEEE Geoscience and Remote Sensing Letters },
note = { to appear in 2013 },
url = { http://dx.doi.org/10.1109/LGRS.2012.2193869 },
keyword = { Hierarchical Markov random fields (MRFs) , Supervised classification, synthetic aperture radar (SAR), Textural features, urban areas, wavelets }
}
@ARTICLE{MBC_BP10,
author = { Gamal Eldin, A. and Descombes, X. and G., Charpiat and Zerubia, J. },
title = { Multiple Birth and Cut Algorithm for Multiple Object Detection },
year = { 2011 },
journal = { Journal of Multimedia Processing and Technologies },
url = { http://hal.inria.fr/hal-00616371 },
keyword = { Markov point process, Multiple Birth and Cut, Graph Cut, Belief Propagation, flamingo counting }
}
@ARTICLE{kulikova_ijcvip2010,
author = { Kulikova, M. S. and Jermyn, I. H. and Descombes, X. and Zhizhina, E. and Zerubia, J. },
title = { A Marked Point Process Model Including Strong Prior Shape Information Applied to Multiple Object Extraction From Images },
year = { 2011 },
journal = { International Journal of Computer Vision and Image Processing },
volume = { 1 },
number = { 2 },
pages = { 1-12 },
url = { http://hal.archives-ouvertes.fr/hal-00804118 },
keyword = { Active contour, Marked point process, multiple birth-and-death dynamics, multiple object extraction, Shape prior }
}
@ARTICLE{BirdStudy,
author = { Descamps, S. and Béchet, A. and Descombes, X. and Arnaud, A. and Zerubia, J. },
title = { An automatic counter for aerial images of aggregations of large birds },
year = { 2011 },
month = { June },
journal = { Bird Study },
pages = { 1-7 },
url = { http://hal.inria.fr/inria-00624587 },
pdf = { http://www-sop.inria.fr/ariana/Publis/Descamps2011BS.pdf }
}
@ARTICLE{RFPT_SBH_11,
author = { Ben Hadj, S. and Chatelain, F. and Descombes, X. and Zerubia, J. },
title = { Approche non supervisée par processus ponctuels marqués pour l'extraction d'objets à partir d'images aériennes et satellitaires },
year = { 2011 },
journal = { Revue Française de Photogrammétrie et de Télédétection (SFPT) },
number = { 194 },
pages = { 2-15 },
url = { http://hal.inria.fr/hal-00638665 },
keyword = { processus ponctuel marqué, RJMCMC, Simulated Annealing, SEM, pseudo-vraisemblance, extraction d'objet. }
}
@ARTICLE{KorayTIP2013,
author = { Kayabol, K. and Zerubia, J. },
title = { Unsupervised amplitude and texture classification of SAR images with multinomial latent model },
year = { 2013 },
month = { February },
journal = { IEEE Trans. on Image Processing },
volume = { 22 },
number = { 2 },
pages = { 561-572 },
url = { http://hal.inria.fr/hal-00745387 },
keyword = { COSMOSkyMed, Classification EM, High resolution SAR, Jensen-Shannon criterion, Classification, Multinomial logistic }
}
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