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90 Technical and Research Reports
74 - Classification d'images satellitaires hyperspectrales en zone rurale et périurbaine.
O. Pony and X. Descombes and J. Zerubia. Research Report 4008, Inria, September 2000.
Keywords : Hyperspectral imaging, Markov Fields, Simulated Annealing, Gibbs Random Fields, Potts model, Texture.
75 - Adaptive parameter estimation for satellite image deconvolution.
A. Jalobeanu and L. Blanc-Féraud and J. Zerubia. Research Report 3956, Inria, June 2000.
Keywords : Deconvolution, Regularization, Markov Fields, Likelihood maximum.
76 - Étude de la restitution des paramètres instrumentaux en imagerie satellitaire.
A. Jalobeanu and L. Blanc-Féraud and J. Zerubia. Research Report 3957, Inria, June 2000.
Keywords : Deconvolution, Markov Fields, Likelihood maximum, Variational methods.
77 - Satellite image deconvolution using complex wavelet packets.
A. Jalobeanu and L. Blanc-Féraud and J. Zerubia. Research Report 3955, Inria, June 2000.
Keywords : Deconvolution, Bayesian estimation, Wavelet packet.
78 - Local registration and deformation of a road cartographic database on a SPOT satellite image.
G. Rellier and X. Descombes and J. Zerubia. Research Report 3939, Inria, May 2000.
Keywords : Markov Fields, Road network.
79 - Simulation de processus objets : Etude de faisabilité pour une application à la segmentation d'image.
M. Imberty and X. Descombes. Research Report 3881, Inria, February 2000.
Keywords : Marked point process, Stochastic geometry, Segmentation.
80 - A Markov point process for road extraction in remote sensed images.
R. Stoica and X. Descombes and J. Zerubia. Research Report 3923, Inria, 2000.
Keywords : Stochastic geometry, Marked point process, Candy model, Road network, RJMCMC.
81 - Isotropic Properties of Some Multi-body Interaction Models: Two Quality Criteria for Markov Priors in Image Processing.
X. Descombes and E. Pechersky. Research Report 3752, Inria, August 1999.
Keywords : Gibbs Random Fields, Segmentation, Restoration.
82 - A Deterministic Annealing PMHT Algorithm with an Application to Particle Tracking.
A. Strandlie and J. Zerubia. Research Report 3711, Inria, June 1999.
Keywords : EM algorithm, Particle tracking.
83 - Multiphase Evolution and Image Classification.
C. Samson and L. Blanc-Féraud and G. Aubert and J. Zerubia. Research Report 3662, INRIA, April 1999.
84 - Indexing and retrieval in multimedia libraries through parametric texture modeling using the 2D Wold decomposition.
R. Stoica and J. Zerubia and J.M. Francos. Research Report 3594, Inria, December 1998.
Keywords : Markov Fields, Texture, Segmentation, Indexation.
85 - Image Classification Using a Variational Approach.
C. Samson and L. Blanc-Féraud and G. Aubert and J. Zerubia. Research Report 3523, Inria, October 1998.
Keywords : Classification, Variational methods.
86 - Mise en correspondance et recalage de graphes : application aux réseaux routiers extraits d'un couple carte/image.
C. Hivernat and X. Descombes and S. Randriamasy and J. Zerubia. Research Report 3529, Inria, October 1998.
Keywords : Markov Fields, Road network, Graph matching.
87 - Estimation d'hyperparamètres pour la restauration d'images satellitaires par une méthode MCMCML.
A. Jalobeanu and L. Blanc-Féraud and J. Zerubia. Research Report 3469, Inria, August 1998.
Keywords : Markov Fields, Regularization, Variational methods, Likelihood maximum.
88 - Extraction des zones urbaines fondée sur une analyse de la texture par modélisation markovienne.
A. Lorette and X. Descombes and J. Zerubia. Research Report 3423, Inria, May 1998.
Keywords : Texture, Markov Fields, Urban areas, Entropy.
89 - An elementary proof of the equivalence between 2D and 3D classical snakes and geodesic active contours.
G. Aubert and L. Blanc-Féraud. Research Report 3340, Inria, January 1998.
Keywords : Geodesic active contours, Partial differential equation.
90 - Estimation-segmentation du flot optique et contours actifs.
R. Ciampini and L. Blanc-Féraud and M. Barlaud and E. Salerno. Research Report 98-11, Laboratoire I3S, 1998.

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14 Collection articles or Books chapters
1 - Probability Density Function Estimation for Classification of High Resolution SAR Images.
V. Krylov and G. Moser and S. Serduc and J. Zerubia. In Signal Processing for Remote Sensing, Second Edition, pages 339-363, Ed. C. Chen., Publ. Taylor & Francis, February 2012.
2 - Detection and Recognition of a Collection of Objects in a Scene.
X. Descombes and I. H. Jermyn and J. Zerubia. In Inverse Problems in Vision and 3D Tomography, pages 155--189, series DSIP, Ed. ISTE, London ; John Wiley and Sons, New York, 2010.
3 - Blind Image Deconvolution.
L. Blanc-Féraud and Mugnier L. and A. Jalobeanu. In Inverse Problems in Vision and 3D Tomography, pages 97-121, Ed. series DSIP, Ed. ISTE, London ; John Wiley and Sons, New York, 2010.
4 - Deconvolution aveugle d'une image.
L. Blanc-Féraud and Mugnier L. and A. Jalobeanu. In Problemes inverses en imagerie et en vision, pages 107-132, series Tr. IC2, Ed. Ali Mohammad-Djafari, Publ. Ed. Hermes, 2009.
Copyright : Ed. Hermes
5 - Detection d’objets dans une scene.
X. Descombes and I. H. Jermyn and J. Zerubia. In Problemes inverses en imagerie et en vision, pages 167--204, series Tr. IC2, Ed. Ali Mohammad-Djafari, Publ. Ed. Hermes, 2009.
Copyright : Ed. Hermes
6 - Deconvolution of images.
J. Idier and L. Blanc-Féraud. In Bayesian approach to inverse problems, Ed. J. Idier, Publ. ISTE and John Wiley & Sons, 2008.
Keywords : Inverse Problems, Bayesian approach, Image procressing.
Copyright : ISTE Ltd
7 - Unsupervised problems.
X. Descombes and Y. Goussard. In Bayesian approach to inverse problems, Ed. J. Idier, Publ. ISTE and John Wiley & Sons, 2008.
Note : to appear.
Keywords : Inverse Problems, Bayesian approach, Image procressing.
Copyright : ISTE Ltd
8 - Bayesian estimation of blur and noise in remote sensing imaging.
A. Jalobeanu and J. Zerubia and L. Blanc-Féraud. In Blind image deconvolution: theory and applications, Ed. P. Campisi and K. Egiazarian, Publ. CRC Press, 2007.
9 - Wulff Shapes at Zero Temperature for Some Models Used in Image Processing.
X. Descombes and E. Pechersky. In Statistics and Analysis of Shapes, pages 281-302, Ed. H. Krim and A. Yezzi, Publ. Birkhauser, 2006.
10 - A Reversible Jump MCMC Sampler for Object Detection in Image Processing.
M. Ortner and X. Descombes and J. Zerubia. In Monte Carlo and Quasi-Monte Carlo Methods, Publ. Springer Verlag, 2005.
Keywords : RJMCMC, Marked point process, Object extraction.
11 - Markov random fields in image processing, application to remote sensing and astrophysics.
J. Zerubia and A. Jalobeanu and Z. Kato. In Journal de Physique, EDP Sciences, Vol. IV (12), 2002.
Keywords : Markov Fields, Satellite images, Astrophysics.
12 - An application of marked point process to the extraction of linear networks for images.
R. Stoica and X. Descombes and M.N.M. Van Lieshout and J. Zerubia. In Spatial statitics through applications, Publ. WITPress, 2002.
Keywords : Line networks, Road network, Object extraction, Satellite images, Marked point process.
13 - Problèmes non supervisés.
X. Descombes and Y. Goussard. In Approche bayésienne pour les problèmes inverses, Ed. J. Idier, Publ. Hermes, 2001.
Copyright :
14 - Déconvolution en imagerie.
J. Idier and L. Blanc-Féraud. In Approche bayésienne pour les problèmes inverses, Ed. J. Idier, Publ. Hermes, 2001.

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5 Books
1 - Markov Random Fields in Image Segmentation. Collection Foundation and Trends in Signal Processing.
Z. Kato and J. Zerubia. Publ. Now Editor, World Scientific, September 2012.
2 - Applications de la geometrie stochastique a l'analyse d'images.
X. Descombes and et al. Publ. Hermes, Ed. X. Descombes, 2011.
3 - Stochastic geometry for image analysis.
X. Descombes and et al. Publ. Wiley/Iste, Ed. X. Descombes, 2011.
4 - Energy Minimization Methods in Computer Vision and Pattern Recognition.
A. Rangarajan and M. Figueiredo and J. Zerubia. Publ. Springer Verlag, (LNCS 2683), July 2003.
5 - Energy minimization methods in computer vision and pattern recognition.
M. Figueiredo and J. Zerubia and A.K. Jain. Publ. Springer Verlag, (LNCS 2134), 2001.

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