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Publications ~ Features Saturday, September 22nd 2018, 11:50

Publications about Features

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@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 }
 }

@PHDTHESIS{JFAujol,
	author = { Aujol, J.F. },
	title = { Contribution à l'Analyse de Textures en Traitement d'Images par Méthodes Variationnelles et Equations aux Dérivées Partielles },
	year = { 2004 },
	month = { June },
	school = { Universite de Nice Sophia Antipolis },
	url = { https://hal.inria.fr/tel-00006303 },
	pdf = { http://hal.inria.fr/docs/00/04/68/89/PDF/tel-00006303.pdf },
	keyword = { Image decomposition, Classification, Restoration, Fonctional analysis, Bounded Variation Space, Sobolev space }
 }

@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{Viveros-Cancino03,
	author = { Viveros-Cancino, O. },
	title = { Analyse du milieu urbain par une approche de fusion de données satellitaires optiques et radar },
	year = { 2003 },
	school = { Universite de Nice Sophia Antipolis },
	pdf = { http://www-sop.inria.fr/dias/Theses/phd-8.php }
 }

@PHDTHESIS{Brady03t,
	author = { Brady, K. },
	title = { A Probabilistic Framework for Adaptive Texture Description },
	year = { 2003 },
	school = { Universite de Nice Sophia Antipolis },
	pdf = { Theses/these-kbrady-2003.pdf }
 }

@PHDTHESIS{Lacombe03,
	author = { Lacombe, C. },
	title = { Modèles Variationnels et Équations aux Dérivées Partielles pour le Déroulement de Phase en Interférométrie Radar de Type RSO },
	year = { 2003 },
	school = { Universite de Nice Sophia Antipolis },
	note = { papier (tu-0816) }
 }

@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{drot,
	author = { Drot, S. },
	title = { Segmentation d'images d'observation de la Terre par des techniques de géométrie probabiliste },
	year = { 2002 },
	month = { December },
	school = { Universite de Nice Sophia Antipolis },
	note = { papier (tu-0758) }
 }

@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{cs,
	author = { Samson, C. },
	title = { Contribution à  la classification d'images satellitaires par approche variationnelle et équations aux dérivées partielles },
	year = { 2000 },
	month = { September },
	school = { Universite de Nice Sophia Antipolis },
	url = { https://tel.archives-ouvertes.fr/tel-00319709 },
	pdf = { http://tel.archives-ouvertes.fr/docs/00/31/97/09/PDF/SAMSONthesis.pdf },
	keyword = { Classification, Restoration, Level sets, Active contour }
 }

@PHDTHESIS{benharrosh,
	author = { Benharrosh, J.M. },
	title = { Extraction de Thèmes Cartographiques dans les Images Satellites ou Aériennes. Application à la Génération de Quick-Looks Adaptatifs et à la Compression des Images },
	year = { 1998 },
	school = { Universite de Nice Sophia Antipolis },
	note = { papier (tu-0524) }
 }

@PHDTHESIS{volden,
	author = { Volden, E. },
	title = { Modélisation de la Redondance d'Image, Etude et Application à la Classification },
	year = { 1998 },
	month = { January },
	school = { Ecole des Mines de Paris },
 }

@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{lbf,
	author = { Blanc-Féraud, L. },
	title = { Sur quelques Problèmes Inverses en Traitement d'Image },
	year = { 2000 },
	month = { July },
	school = { Universite de Nice Sophia Antipolis },
	type = { Habilitation à diriger des Recherches },
	pdf = { Theses/hdr-blancf-2000.pdf },
	keyword = { Partial differential equation, Restoration, Regularization, Gamma Convergence, Variational methods }
 }

@PHDTHESIS{aj01,
	author = { Jalobeanu, A. },
	title = { Modèles, estimation bayésienne et algorithmes pour la déconvolution d'images satellitaires et aériennes },
	year = { 2001 },
	month = { December },
	school = { Universite de Nice Sophia Antipolis },
	ps = { http://www-sop.inria.fr/ariana/personnel/Andre.Jalobeanu/these.ps.gz }
 }

@PHDTHESIS{zammit_these_08,
	author = { Zammit, O. },
	title = { Détection de zones brûlées après un feu de forêt à partir d'une seule image satellitaire SPOT 5 par techniques SVM },
	year = { 2008 },
	month = { September },
	school = { Universite de Nice Sophia Antipolis },
	url = { http://tel.archives-ouvertes.fr/tel-00345683/fr/ },
	keyword = { Classification, Satellite images, Burnt areas, Forest fires, Support Vector Machines, Region Growing }
 }

@PHDTHESIS{baudour2009,
	author = { Baudour, A. },
	title = { Détection de Filaments dans des images 2D et 3D; modélisation, étude mathématique et algorithmes. },
	year = { 2009 },
	month = { May },
	school = { Universite de Nice Sophia Antipolis },
	url = { https://hal.inria.fr/tel-00507520/ },
	keyword = { imagerie 3D, Segmentation, filaments, Deconvolution, Variational methods, mocroscopie confocale }
 }

@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{rochery_these,
	author = { Rochery, M. },
	title = { Contours actifs d'ordre supérieur et leur application à la détection de linéiques dans des images de télédétection },
	year = { 2005 },
	month = { September },
	school = { Universite de Nice Sophia Antipolis },
	address = { Sophia Antipolis },
	pdf = { http://hal.inria.fr/docs/00/04/86/28/PDF/tel-00010631.pdf },
	keyword = { Active contour, Higher-order, Phase Field, Line networks, Road network }
 }

@PHDTHESIS{villeger_these,
	author = { Villéger, E. },
	title = { Constance de largeur et désocclusion dans les images digitales },
	year = { 2005 },
	month = { December },
	school = { Universite de Nice Sophia Antipolis },
	pdf = {  http://www-sop.inria.fr/dias/Theses/phd-12.php }
 }

@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{lafarge_phd07,
	author = { Lafarge, F. },
	title = { Modèles stochastiques pour la reconstruction tridimensionnelle d'environnements urbains },
	year = { 2007 },
	month = { October },
	school = { Ecole des Mines de Paris },
	url = { http://tel.archives-ouvertes.fr/tel-00179695/en/ },
	keyword = { 3D reconstruction, Urban areas, Satellite images, Structural approach, Simulated Annealing, MCMC }
 }

@PHDTHESIS{horvath_these,
	author = { Horvath, P. },
	title = { The 'Gas of circles' model and its application to tree crown extraction },
	year = { 2007 },
	month = { December },
	school = { Universite de Szeged, Universite de Nice Sophia Antipolis },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_horvath_these.pdf },
	keyword = { geometric prior, Contours actifs d'ordre supérieur, Phase Field, Gas of circles }
 }

@PHDTHESIS{bhattacharya_these,
	author = { Bhattacharya, A. },
	title = { Indexing of satellite images using structural information },
	year = { 2007 },
	school = { Ecole Nationale Supérieure des Télécommunications },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_bhattacharya_these.pdf },
	keyword = { Landscape, Segmentation, Features, Extraction, Classification, Data mining }
 }

@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 }
 }

@PHDTHESIS{Fournier08,
	author = { Fournier, A. },
	title = { Détection et classification de changements sur des scènes urbaines en télédétection },
	year = { 2008 },
	month = { October },
	school = { Institut Supérieur de l'Aéronautique et de l'Espace },
	url = { http://tel.archives-ouvertes.fr/tel-00463593/fr/ },
	keyword = { détection de changements, Satellite images, lignes de niveau, Classification, Urban areas, statistiques directionnelles }
 }

@PHDTHESIS{Peng08d,
	author = { Peng, T. },
	title = { New higher-order active contour models, shape priors, and multiscale analysis: their application to road network extraction from very high resolution satellite images },
	year = { 2008 },
	month = { November },
	school = { Universite de Nice Sophia Antipolis },
	pdf = { http://tel.archives-ouvertes.fr/tel-00349768/fr/ },
	keyword = { Higher-order active contour, Phase Field, Prior, Multiresolution, Road network, Very high resolution }
 }

@PHDTHESIS{PankajakshanThesis09,
	author = { Pankajakshan, P. },
	title = { Blind Deconvolution for Confocal Laser Scanning Microscopy },
	year = { 2009 },
	month = { December },
	school = { Universite de Nice Sophia Antipolis },
	url = { http://tel.archives-ouvertes.fr/tel-00474264/fr/ },
	keyword = { Confocal Laser Scanning Microscopy, Blind Deconvolution, point spread function, Maximum likelihood estimation  , total variation regularization }
 }

@PHDTHESIS{mkulikova_phd09,
	author = { Kulikova, M. S. },
	title = { Shape recognition for image scene analysis },
	year = { 2009 },
	month = { December },
	school = { Universite de Nice - Sophia-Antipolis },
	url = { http://tel.archives-ouvertes.fr/docs/00/48/20/19/PDF/phd_mkulikova_2009.pdf },
	keyword = { tree crown , Classification, Shape, multiple object extraction, Marked point process, Shape prior }
 }

@PHDTHESIS{elghoul10c,
	author = { El Ghoul, A. },
	title = { Phase fields for network extraction from images },
	year = { 2010 },
	month = { September },
	school = { Universite de Nice - Sophia-Antipolis },
	url = { http://tel.archives-ouvertes.fr/docs/00/55/01/34/PDF/ThesisMunuscript2010_EL_GHOUL.pdf },
	keyword = { Shape prior, Higher-order actif contours, Phase Field, Stability analysis, Directed networks, river extraction }
 }

@PHDTHESIS{These_Pweiss,
	author = { Weiss, P. },
	title = { Algorithmes rapides d'optimisation convexe. Application à la reconstruction d'images et à la détection de changements },
	year = { 2008 },
	month = { November },
	school = { Universite de Nice Sophia Antipolis },
	pdf = { http://www.math.univ-toulouse.fr/~weiss/Publis/These_PWEISS_Compressee.pdf },
	keyword = { Convex optimization, nesterov scheme, Sparse representations, Total variation, Change detection, level  lines }
 }

@PHDTHESIS{GamalPhdThesis,
	author = { Gamal Eldin, A. },
	title = { Processus ponctuels et algorithmes de coupure minimal de graphe appliqués à l'extraction d'objets 2D et 3D },
	year = { 2011 },
	month = { October },
	school = { Universite de Nice Sophia Antipolis },
	url = { http://tel.archives-ouvertes.fr/tel-00737988 },
	keyword = { Multiple object detection, Multiple Birth and Cut, Graph Cut, Multiple Birth and Death, Marked point process, Stochastic geometry }
 }

@INPROCEEDINGS{lacoste04a,
	author = { Lacoste, C. and Descombes, X. and Zerubia, J. and Baghdadi, N. },
	title = { A Bayesian Geometric Model for Line Network Extraction from Satellite Images },
	year = { 2004 },
	month = { May },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	address = { Montreal, Quebec, Canada },
	url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=1326607 }
 }

@INPROCEEDINGS{lacoste04b,
	author = { Lacoste, C. and Descombes, X. and Zerubia, J. and Baghdadi, N. },
	title = { Unsupervised line network extraction from remotely sensed images by polyline process },
	year = { 2004 },
	month = { September },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	address = { University of Technology, Vienna, Austria },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7079995 },
	pdf = { http://www.eurasip.org/Proceedings/Eusipco/Eusipco2004/defevent/papers/cr1608.pdf }
 }

@INPROCEEDINGS{ortner04b,
	author = { Ortner, M. and Descombes, X. and Zerubia, J. },
	title = { A Discontinuity detector for building extraction from Digital Elevation Models by stochastic geometry },
	year = { 2004 },
	month = { September },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	address = { University of Technology, Vienna, Austria },
	note = { this paper has received a Young Authors award },
	url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7079720 }
 }

@INPROCEEDINGS{mcmcqmc,
	author = { Ortner, M. and Descombes, X. and Zerubia, J. },
	title = { A Reversible Jump MCMC sampler for building detection in image processing },
	year = { 2004 },
	month = { June },
	booktitle = { Monte Carlo Methods and Quasi-Monte Carlo Methods },
	series = { Special Se },
	address = { Juan les Pins (France) },
	url = { http://link.springer.com/chapter/10.1007%2F3-540-31186-6_23 }
 }

@INPROCEEDINGS{eccv04,
	author = { Bect, J. and Blanc-Féraud, L. and Aubert, G. and Chambolle, A. },
	title = { A $l^1$-unified variational framework for image restoration },
	year = { 2004 },
	month = { May },
	booktitle = { Proc. European Conference on Computer Vision (ECCV) },
	volume = { LNCS 3024 },
	pages = { 1--13 },
	editor = { T. Pajdla and J. Matas },
	publisher = { Springer },
	address = { Prague, Czech Republic },
	url = { http://link.springer.com/chapter/10.1007%2F978-3-540-24673-2_1 }
 }

@INPROCEEDINGS{Dey04a,
	author = { Dey, N. and Blanc-Féraud, L. and Zimmer, C. and Kam, Z. and Olivo-Marin, J.C. and Zerubia, J. },
	title = { A deconvolution method for confocal microscopy with total variation regularization },
	year = { 2004 },
	month = { April },
	booktitle = { Proc. IEEE International Symposium on Biomedical Imaging (ISBI) },
	address = { Arlington, USA },
	pdf = { http://dx.doi.org/10.1109/ISBI.2004.1398765 },
	keyword = { 3D confocal microscopy, Poisson deconvolution, total variation regularization }
 }

@INPROCEEDINGS{Dey04b,
	author = { Dey, N. and Blanc-Féraud, L. and Zimmer, C. and Kam, Z. and Olivo-Marin, J.C. and Zerubia, J. },
	title = { Deconvolution in confocal microscopy with total variation regularization },
	year = { 2004 },
	month = { May },
	booktitle = { Proc. French-Danish Workshop on Spatial Statistics and Image Analysis in Biology (SSIAB) },
	pages = { 117--120 },
	url = { http://www3.jouy.inra.fr/miaj/public/imaste/ssiab2004/program/abw92/ }
 }

@INPROCEEDINGS{Villeger04,
	author = { Villéger, E. and Aubert, G. and Blanc-Féraud, L. },
	title = { Image Disocclusion Using a Probabilistic Gradient Orientation },
	year = { 2004 },
	month = { August },
	booktitle = { Proc. International Conference on Pattern Recognition (ICPR) },
	address = { Cambridge, United Kingdom },
	pdf = { http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=1334034 }
 }

@INPROCEEDINGS{jf_acivs,
	author = { Aujol, J.F. and Matei, B. },
	title = { Simultaneous structure and texture compact representation },
	year = { 2004 },
	month = { September },
	booktitle = { Proc. Advanced Concepts for Intelligent Vision Systems },
	address = { Brussels, Belgium },
	pdf = { http://www.math.u-bordeaux1.fr/~jaujol/PAPERS/acivscompression.pdf }
 }

@INPROCEEDINGS{moser2004a,
	author = { Moser, G. and Zerubia, J. and Serpico, S.B. },
	title = { SAR amplitude probability density function estimation based on a generalized Gaussian scattering model },
	year = { 2004 },
	month = { September },
	booktitle = { Proc. SPIE Symposium on Remote Sensing },
	address = { Maspalomas, Gran Canaria, Spain },
	url = { http://dx.doi.org/10.1117/12.567853 }
 }

@INPROCEEDINGS{moser2004b,
	author = { Moser, G. and Zerubia, J. and Serpico, S.B. },
	title = { Finite mixture models and stochastic EM for SAR amplitude probability density function estimation based on a dictionary of parametric families },
	year = { 2004 },
	month = { September },
	booktitle = { Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS) },
	address = { Anchorage , USA },
	url = { http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=1368708 }
 }

@INPROCEEDINGS{jf_scalespace,
	author = { Aujol, J.F. and Aubert, G. and Blanc-Féraud, L. and Chambolle, A. },
	title = { Decomposing an Image: Application to SAR Images },
	year = { 2003 },
	month = { June },
	booktitle = { Proc. Scale-Space },
	volume = { 2695 },
	series = { Lecture No },
	url = { http://link.springer.com/chapter/10.1007%2F3-540-44935-3_21 }
 }

@INPROCEEDINGS{jf_gretsi,
	author = { Aujol, J.F. and Aubert, G. and Blanc-Féraud, L. and Chambolle, A. },
	title = { Décomposition D'images: Application Aux Images RSO },
	year = { 2003 },
	month = { September },
	booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
	address = { Paris, France },
	url = { http://documents.irevues.inist.fr/handle/2042/13577 }
 }

@INPROCEEDINGS{jf_icip,
	author = { Aujol, J.F. and Aubert, G. and Blanc-Féraud, L. },
	title = { Wavelet-Based Level Set Evolution for Classification of Textured          Images },
	year = { 2003 },
	month = { September },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Barcelona, Spain },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1246863 }
 }

@INPROCEEDINGS{Brady03,
	author = { Brady, K. and Jermyn, I. H. and Zerubia, J. },
	title = { Texture Analysis: An Adaptive Probabilistic Approach },
	year = { 2003 },
	month = { September },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Barcelona, Spain },
	pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Brady03icip.pdf },
	keyword = { Adaptive, Wavelet packet, Statistics, Texture }
 }

@INPROCEEDINGS{mathiasicassp,
	author = { Ortner, M. and Descombes, X. and Zerubia, J. },
	title = { Building Extraction from Digital Elevation Model. },
	year = { 2003 },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	address = { Honk Kong },
	url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=1199477 }
 }

@INPROCEEDINGS{mathiastaima,
	author = { Ortner, M. and Descombes, X. and Zerubia, J. },
	title = { Un Nouveau Modèle Pour L'extraction de Caricatures de Bâtiments          sur Des Modèles Numériques D'Élèvation },
	year = { 2003 },
	month = { October },
	booktitle = { Proc. Traitement et Analyse de l'Information - Méthodes et Applications (TAIMA) },
	address = { Hammamet, Tunisia },
	url = { http://conferences.telecom-bretagne.eu/taima/_2003/ }
 }

@INPROCEEDINGS{mathiaspix,
	author = { Ortner, M. and Descombes, X. and Zerubia, J. },
	title = { Extraction automatique de caricatures de bâtiments sur des Modèles Numériques d'Elèvation },
	year = { 2003 },
	month = { November },
	booktitle = { Pixels et Cités },
	address = { ENSG, Marne la Vallée, France },
	pdf = { Articles/PixelsCites2003.pdf }
 }

@INPROCEEDINGS{gcka3,
	author = { Abhayaratne, G.C.K. },
	title = { Discrete Wavelet transforms that have an adaptive low pass filter },
	year = { 2003 },
	month = { July },
	booktitle = { Proc. International Symposium on Signal Processing and its Applications (ISSPA) },
	address = { Paris, France },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1224920 }
 }

@INPROCEEDINGS{lacosteXDJZNB03,
	author = { Lacoste, C. and Descombes, X. and Zerubia, J. and Baghdadi, N. },
	title = { Extraction de réseaux linéiques à partir d'images satellitaires par processus Markov objet },
	year = { 2003 },
	month = { September },
	booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
	address = { Paris, France },
	url = { http://documents.irevues.inist.fr/handle/2042/13529 }
 }

@INPROCEEDINGS{lacosteXDJZ03,
	author = { Lacoste, C. and Descombes, X. and Zerubia, J. },
	title = { Road Network Extraction in Remote Sensing by a Markov Object Process },
	year = { 2003 },
	month = { September },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Barcelona, Spain },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1247420 }
 }

@INPROCEEDINGS{drot,
	author = { Drot, S. and Le Men, H. and Descombes, X. and Zerubia, J. },
	title = { Remotely sensed image segmentation using an object point process },
	year = { 2003 },
	month = { July },
	booktitle = { Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS) },
	address = { Toulouse, France },
	url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=1294331 }
 }

@INPROCEEDINGS{Jalobfjz,
	author = { Jalobeanu, A. and Blanc-Féraud, L. and Zerubia, J. },
	title = { Natural image modeling using complex wavelets },
	year = { 2003 },
	month = { August },
	booktitle = { Proc. SPIE Conference on Wavelets },
	volume = { 5207 },
	address = { San Diego },
	url = { http://spie.org/Publications/Proceedings/Paper/10.1117/12.507945 }
 }

@INPROCEEDINGS{ClacombGALBFPK,
	author = { Lacombe, C. and Aubert, G. and Blanc-Féraud, L. and Kornprobst, P. },
	title = { Filtering interferometric phase images by anisotropic diffusion },
	year = { 2003 },
	month = { September },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Barcelona },
	url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=1247201 }
 }

@INPROCEEDINGS{CLGALBFPK,
	author = { Lacombe, C. and Aubert, G. and Blanc-Féraud, L. and Kornprobst, P. },
	title = { Filtrage adaptatif des interférogrammes par diffusion anisotrope },
	year = { 2003 },
	month = { May },
	booktitle = { Proc. Journées des jeunes chercheurs en vision par ordinateur },
	address = { Gerardmer },
	ps = { http://www-math.unice.fr/publis/clacombe_orasis03.ps }
 }

@INPROCEEDINGS{LaureBF,
	author = { Blanc-Féraud, L. },
	title = { Classification d'images par approche variationnelle },
	year = { 2003 },
	month = { January },
	booktitle = { Workshop on Vision, Image, and Agriculture },
	address = { Dijon },
	note = { Invited talk. }
 }

@INPROCEEDINGS{Willett03,
	author = { Willett, R. and Jermyn, I. H. and Nowak, R. and Zerubia, J. },
	title = { Wavelet-Based Superresolution in Astronomy },
	year = { 2003 },
	month = { October },
	booktitle = { Proc. Astronomical Data Analysis Software and Systems },
	address = { Strasbourg, France },
	pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Willett03adass.pdf },
	keyword = { Superresolution, Wavelets, Astronomy }
 }

@INPROCEEDINGS{Lacombe-Canum03,
	author = { Lacombe, C. and Aubert, G. and Blanc-Féraud, L. and Kornprobst, P. },
	title = { Diffusion anisotrope et filtrage interférométrique },
	year = { 2003 },
	month = { June },
	booktitle = { Congrès National d'Analyse Numérique },
	address = { Montpellier },
	url = { http://www.i3m.univ-montp2.fr/CANUM2003/ },
	pdf = { http://www.i3m.univ-montp2.fr/CANUM2003/COMMUNICATIONS/CONF_ORALES/caroline.lacombe.pdf }
 }

@INPROCEEDINGS{oscarbaghdadi,
	author = { Viveros-Cancino, O. and Descombes, X. and Zerubia, J. and Baghdadi, N. },
	title = { Fusion of Radiometry and Textural Information for SIRC Image Classification },
	year = { 2002 },
	month = { September },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Rochester, USA },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1038916 }
 }

@INPROCEEDINGS{kruggelXd,
	author = { Kruggel, F. and Chalopin, C. and Descombes, X. and Kovalev, V. and Rajapakse, J.C. },
	title = { Segmentation of Pathological Features in MRI Brain Datasets },
	year = { 2002 },
	month = { November },
	booktitle = { ICONIP, invited paper },
	address = { Singapore },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1201981 }
 }

@INPROCEEDINGS{rellierXDfalzon,
	author = { Rellier, G. and Descombes, X. and Zerubia, J. and Falzon, F. },
	title = { A Gauss-Markov Model for Hyperspectral Texture Analysis of Urban Areas },
	year = { 2002 },
	month = { August },
	booktitle = { Proc. International Conference on Pattern Recognition (ICPR) },
	address = { Québec, Canada },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1044850 }
 }

@INPROCEEDINGS{drotXD,
	author = { Drot, S. and Descombes, X. and Le Men, H. and Zerubia, J. },
	title = { Object Point Processes for Image Segmentation },
	year = { 2002 },
	month = { August },
	booktitle = { Proc. International Conference on Pattern Recognition (ICPR) },
	address = { Québec, Canada },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1048453 }
 }

@INPROCEEDINGS{jallbfjz,
	author = { Jalobeanu, A. and Blanc-Féraud, L. and Zerubia, J. },
	title = { Estimation of blur and noise parameters in remote sensing },
	year = { 2002 },
	month = { May },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	address = { Orlando, USA },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5745429 }
 }

@INPROCEEDINGS{ijking,
	author = { Shaffrey, C. and Kingsbury, N. and Jermyn, I. H. },
	title = { Unsupervised Image Segmentation via Markov Trees and Complex Wavelets },
	year = { 2002 },
	month = { September },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Rochester, USA },
	pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Shaffrey02icip.pdf },
	keyword = { Segmentation, Hidden Markov Model, Texture, Colour }
 }

@INPROCEEDINGS{kingij,
	author = { Shaffrey, C. and Jermyn, I. H. and Kingsbury, N. },
	title = { Psychovisual Evaluation of Image Segmentation Algorithms },
	year = { 2002 },
	month = { September },
	booktitle = { Proc. Advanced Concepts for Intelligent Vision Systems },
	address = { Ghent, Belgique },
	pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/acivs2002_final.pdf }
 }

@INPROCEEDINGS{shaffreyij,
	author = { Jermyn, I. H. and Shaffrey, C. and Kingsbury, N. },
	title = { Evaluation Methodologies for Image Retrieval Systems },
	year = { 2002 },
	month = { September },
	booktitle = { Proc. Advanced Concepts for Intelligent Vision Systems },
	address = { Ghent, Belgique },
	pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/acivs2002final.pdf }
 }

@INPROCEEDINGS{lacombekronp,
	author = { Lacombe, C. and Kornprobst, P. and Aubert, G. and Blanc-Féraud, L. },
	title = { A variational approach to one dimensional phase unwrapping },
	year = { 2002 },
	month = { August },
	booktitle = { Proc. International Conference on Pattern Recognition (ICPR) },
	address = { Québec, Canada },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1048426 }
 }

@INPROCEEDINGS{nowakjalojz,
	author = { Jalobeanu, A. and Nowak, R. and Zerubia, J. and Figueiredo, M. },
	title = { Satellite and aerial image deconvolution using an EM method with complex wavelets },
	year = { 2002 },
	month = { September },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Rochester, USA },
	url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=1038028 }
 }

@INPROCEEDINGS{jzEusipco,
	author = { Zerubia, J. },
	title = { Image processing for high resolution satellite and aerial data },
	year = { 2002 },
	month = { September },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	address = { Toulouse, France },
	url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7072252 }
 }

@INPROCEEDINGS{wilsonjz,
	author = { Wilson, S. and Zerubia, J. },
	title = { Unsupervised segmentation of textured satellite and aerial images with Bayesian methods },
	year = { 2002 },
	month = { September },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	address = { Toulouse, France },
	url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7071914 }
 }

@INPROCEEDINGS{lbf01a,
	author = { Samson, C. and Blanc-Féraud, L. and Aubert, G. and Zerubia, J. },
	title = { Two variational models for multispectral image classification },
	year = { 2001 },
	month = { September },
	booktitle = { Proc. Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR) },
	address = { Sophia Antipolis, France },
	url = { http://link.springer.com/chapter/10.1007%2F3-540-44745-8_23 }
 }

@INPROCEEDINGS{xd01d,
	author = { Garcin, L. and Descombes, X. and Zerubia, J. and Le Men, H. },
	title = { Building extraction using a Markov  point process },
	year = { 2001 },
	month = { October },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { papier invité, Thessalonique, Grèce },
	url = { http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=958555 }
 }

@INPROCEEDINGS{xd01e,
	author = { Descombes, X. and van Lieshout, M.N.M. and Stoica, R. and Zerubia, J. },
	title = { Parameter estimation by a  Markov Chain Monte Carlo technique for the Candy-model },
	year = { 2001 },
	month = { August },
	booktitle = { IEEE Workshop on Statistical Signal Processing },
	address = { papier invité, Singapour },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=955212 }
 }

@INPROCEEDINGS{xd01f,
	author = { Pony, O. and Polverini, U. and Gautret, L. and Zerubia, J. and Descombes, X. },
	title = { Classification d'image satellitaire superspectrale en zone rurale et périurbaine },
	year = { 2001 },
	month = { September },
	booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
	address = { Toulouse, France },
	url = { http://documents.irevues.inist.fr/handle/2042/13236 }
 }

@INPROCEEDINGS{xd01g,
	author = { Rellier, G. and Descombes, X. and Zerubia, J. and Falzon, F. },
	title = { Un modèle markovien gaussien pour l'analyse de texture  hyperspectrale en milieu urbain },
	year = { 2001 },
	month = { September },
	booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
	address = { Toulouse, France },
	url = { http://documents.irevues.inist.fr/handle/2042/13293 }
 }

@INPROCEEDINGS{xd01h,
	author = { Descombes, X. and Durou, J.D. and Petit, L. },
	title = { Recuit simulé pour le shape from shading },
	year = { 2001 },
	month = { September },
	booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
	address = { Toulouse, France },
	url = { http://documents.irevues.inist.fr/handle/2042/13322 }
 }

@INPROCEEDINGS{xd01i,
	author = { Rellier, G. and Descombes, X. and Zerubia, J. and Falzon, F. },
	title = { La poursuite de projection pour la classification d'images hyperspectrales texturées },
	year = { 2001 },
	month = { June },
	booktitle = { Proc. Journées des jeunes chercheurs en vision par ordinateur },
	address = { Cahors, France },
	url = { http://www.irit.fr/ORASIS2001/ },
	ps = { http://www.irit.fr/ORASIS2001/images/docs/rellier.ps.gz }
 }

@INPROCEEDINGS{xd01j,
	author = { Viveros-Cancino, O. and Descombes, X. and Zerubia, J. },
	title = { Apport de l'imagerie radar pour l'extraction des zones urbaines },
	year = { 2001 },
	month = { June },
	booktitle = { Proc. Journées des jeunes chercheurs en vision par ordinateur },
	address = { Cahors, France },
	url = { http://www.irit.fr/ORASIS2001/ },
	ps = { http://www.irit.fr/ORASIS2001/images/docs/viveros.ps.gz }
 }

@INPROCEEDINGS{xd01k,
	author = { Descombes, X. and Drot, S. and Imberty, M. and Le Men, H. and Zerubia, J. },
	title = { Segmentation d'image haute résolution par processus Markov objet },
	year = { 2001 },
	booktitle = { Séminaire Télédétection à très haute résolution spatiale et analyse d'image, Cemagref },
	address = { Montpellier, France },
	url = { http://cemadoc.irstea.fr/oa/PUB00009549-segmentation-image-haute-resolution-par-processus.html }
 }

@INPROCEEDINGS{aj01b,
	author = { Jalobeanu, A. and Kingsbury, N. and Zerubia, J. },
	title = { Image deconvolution using Hidden Markov Tree modeling of complex wavelet packets },
	year = { 2001 },
	month = { October },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Thessalonique, Grèce },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=958988 }
 }

@INPROCEEDINGS{aj01c,
	author = { Jalobeanu, A. and Blanc-Féraud, L. and Zerubia, J. },
	title = { Estimation rapide du paramètre de régularisation en déconvolution d'images },
	year = { 2001 },
	month = { June },
	booktitle = { Proc. Journées des jeunes chercheurs en vision par ordinateur },
	address = { Cahors, France },
	url = { http://www.irit.fr/ORASIS2001/ },
	ps = { http://www.irit.fr