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@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 = { mai },
	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 = { septembre },
	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 = { septembre },
	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 = { juin },
	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 = { mai },
	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 = { avril },
	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 = { mai },
	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 = { août },
	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 = { septembre },
	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 = { septembre },
	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 = { septembre },
	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 = { juin },
	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 = { septembre },
	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 = { septembre },
	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 = { septembre },
	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 = { Adaptatif, Paquet d'ondelettes, 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 = { octobre },
	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 = { novembre },
	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 = { juillet },
	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 = { septembre },
	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 = { septembre },
	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 = { juillet },
	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 = { août },
	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 = { septembre },
	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 = { mai },
	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 = { janvier },
	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 = { octobre },
	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, Ondelettes, 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 = { juin },
	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 = { septembre },
	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 = { novembre },
	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 = { août },
	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 = { août },
	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 = { mai },
	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 = { septembre },
	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, Couleur }
 }

@INPROCEEDINGS{kingij,
	author = { Shaffrey, C. and Jermyn, I. H. and Kingsbury, N. },
	title = { Psychovisual Evaluation of Image Segmentation Algorithms },
	year = { 2002 },
	month = { septembre },
	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 = { septembre },
	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 = { août },
	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 = { septembre },
	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 = { septembre },
	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 = { septembre },
	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 = { septembre },
	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 = { octobre },
	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 = { août },
	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 = { septembre },
	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 = { septembre },
	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 = { septembre },
	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 = { juin },
	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 = { juin },
	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 = { octobre },
	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 = { juin },
	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/jalobeanu.ps.gz }
 }

@INPROCEEDINGS{aj01d,
	author = { Jalobeanu, A. and Blanc-Féraud, L. and Zerubia, J. },
	title = { Estimation de paramètres instrumentaux en imagerie satellitaire },
	year = { 2001 },
	month = { septembre },
	booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
	address = { Toulouse, France },
	url = { http://documents.irevues.inist.fr/handle/2042/13231 }
 }

@INPROCEEDINGS{KuruJZ01,
	author = { Kuruoglu, E.E. and Zerubia, J. },
	title = { Modelling images with alpha-stable textures },
	year = { 2001 },
	month = { janvier },
	booktitle = { Physics in Signal and Image Processing },
	address = { Marseille, France },
 }

@INPROCEEDINGS{cs00a,
	author = { Samson, C. and Blanc-Féraud, L. and Aubert, G. and Zerubia, J. },
	title = { Une approche variationnelle pour la classification d'images par régions actives },
	year = { 2000 },
	month = { février },
	booktitle = { Proc. Reconnaissance des formes et Intelligence Artificielle },
	address = { Paris, France },
	pdf = { Articles/rfia2000.pdf }
 }

@INPROCEEDINGS{jalo00c,
	author = { Jalobeanu, A. and Blanc-Féraud, L. and Zerubia, J. },
	title = { Satellite image deconvolution using complex wavelet packets },
	year = { 2000 },
	month = { septembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Vancouver, Canada },
	url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=899579 }
 }

@INPROCEEDINGS{jalo00d,
	author = { Jalobeanu, A. and Blanc-Féraud, L. and Zerubia, J. },
	title = { Estimation of adaptive parameters for satellite image deconvolution },
	year = { 2000 },
	month = { septembre },
	booktitle = { Proc. International Conference on Pattern Recognition (ICPR) },
	address = { Barcelone, Espagne },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=903549 }
 }

@INPROCEEDINGS{rel00a,
	author = { Rellier, G. and Descombes, X. and Zerubia, J. },
	title = { Deformation of a Cartographic Road Network on a SPOT Satellite Image },
	year = { 2000 },
	month = { septembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Vancouver, Canada },
	url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=899814 }
 }

@INPROCEEDINGS{jz,
	author = { Molina, C. and Zerubia, J. },
	title = { Regularisation by convolution in probability density estimation is equivalent to jittering },
	year = { 2000 },
	month = { décembre },
	booktitle = { Proc. IEEE International Workshop on Neural Networks for Signal Processing (NNSP) },
	address = { Sydney, Australie },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=889411 }
 }

@INPROCEEDINGS{xd00b,
	author = { Stoica, R. and Descombes, X. and Zerubia, J. },
	title = { Road extraction in remote sensed images using a stochastic geometry framework },
	year = { 2000 },
	month = { juillet },
	booktitle = { Bayesian Inference and Maximum Entropy Methods in Science and Engineering },
	address = { Gif sur Yvette, France },
	url = { http://www-prod-gif.supelec.fr/invi/lss/MaxEnt2000/ },
	pdf = { http://www-prod-gif.supelec.fr/invi/lss/MaxEnt2000/htm/Abstracts/stoica.pdf }
 }

@INPROCEEDINGS{xd00c,
	author = { Lorette, A. and Descombes, X. and Zerubia, J. },
	title = { Fully unsupervised fuzzy clustering with entropy criterion },
	year = { 2000 },
	month = { septembre },
	booktitle = { Proc. International Conference on Pattern Recognition (ICPR) },
	address = { Barcelone, Espagne },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=903710 }
 }

@INPROCEEDINGS{xd00d,
	author = { Lorette, A. and Descombes, X. and Zerubia, J. },
	title = { Modélisation markovienne multi-directionnelle: Application à l'extraction des zones urbaines },
	year = { 2000 },
	month = { février },
	booktitle = { Proc. Reconnaissance des formes et Intelligence Artificielle },
	address = { Paris, France },
	note = { papier },
	url = { http://opac.inria.fr/record=b1114970*frf }
 }

@INPROCEEDINGS{lbf00a,
	author = { Blanc-Féraud, L. and Samson, C. and Aubert, G. and Zerubia, J. },
	title = { Multiphase evolution and variational image classification },
	year = { 2000 },
	month = { juin },
	booktitle = { Congress SIMAI },
	address = { Ischia, Italie },
	note = { papier },
	url = { http://opac.inria.fr/record=b1115247 }
 }

@INPROCEEDINGS{jz00w,
	author = { Kuruoglu, E.E. and Zerubia, J. },
	title = { Modelling SAR images with a generalisation of the Raylegh distribution },
	year = { 2000 },
	month = { octobre },
	booktitle = { Asilomar Conference },
	address = { Pacific Grove, USA },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=910949 }
 }

@INPROCEEDINGS{xd99e,
	author = { Descombes, X. and Pechersky, E. },
	title = { Metropolis vs Kawasaki dynamic for image segmentation based on Gibbs models },
	year = { 1999 },
	month = { juillet },
	booktitle = { Proc. Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR) },
	address = { York, UK },
	url = { http://link.springer.com/chapter/10.1007%2F3-540-48432-9_8 }
 }

@INPROCEEDINGS{xd99f,
	author = { Descombes, X. and Pechersky, E. },
	title = { Isotropic properties of some multi-body interaction models },
	year = { 1999 },
	month = { septembre },
	booktitle = { Proc. Fundamental Structural Properties in Image and Pattern Analysis },
	address = { Budapest, Hongrie },
	url = { http://www.ercim.eu/publication/Ercim_News/enw40/chetverikov.html }
 }

@INPROCEEDINGS{xd99g,
	author = { Descombes, X. and Stoica, R. and Zerubia, J. },
	title = { Two Markov point processes for simulating line networks },
	year = { 1999 },
	month = { octobre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Kobe, Japon },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=822850 }
 }

@INPROCEEDINGS{xd99h,
	author = { Hivernat, C. and Randriamasy, S. and Descombes, X. and Zerubia, J. },
	title = { Qualification automatique des résultats d'une mise en correspondance de réseaux routiers en vue de  la mise à jour cartographique },
	year = { 1999 },
	booktitle = { Proc. International Society for Photogrammetry and Remote Sensing (ISPRS) },
	address = { Paris, France },
 }

@INPROCEEDINGS{xd99i,
	author = { Descombes, X. and Hivernat, C. and Randriamasy, S. and Zerubia, J. },
	title = { Graph-matching model using Gibbsian modeling : application to map-SPOT image road networks for map updating },
	year = { 1999 },
	month = { juillet },
	booktitle = { Proc. SPIE Conference on Wavelets },
	address = { Denver, USA },
	url = { http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=906165 }
 }

@INPROCEEDINGS{aj99a,
	author = { Jalobeanu, A. and Blanc-Féraud, L. and Zerubia, J. },
	title = { Déconvolution d'images satellitaires: modèles et estimation de paramètres },
	year = { 1999 },
	month = { mars },
	booktitle = { Proc. Traitement et Analyse de l'Information - Méthodes et Applications (TAIMA) },
	address = { Hammamet, Tunisie },
	pdf = { Articles/taima99.pdf }
 }

@INPROCEEDINGS{aj99b,
	author = { Jalobeanu, A. and Blanc-Féraud, L. and Zerubia, J. },
	title = { Hyperparameter estimation for satellite image restoration by a MCMCML method },
	year = { 1999 },
	month = { juillet },
	booktitle = { Proc. Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR) },
	address = { York,UK },
	url = { http://link.springer.com/chapter/10.1007%2F3-540-48432-9_9 }
 }

@INPROCEEDINGS{aj99c,
	author = { Jalobeanu, A. and Blanc-Féraud, L. and Zerubia, J. },
	title = { Restauration automatique d'images satellitaires par une méthode MCMC },
	year = { 1999 },
	month = { septembre },
	booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
	address = { Vannes, France },
	url = { http://documents.irevues.inist.fr/handle/2042/12942 }
 }

@INPROCEEDINGS{xd99j,
	author = { Lorette, A. and Descombes, X. and Zerubia, J. },
	title = { Texture Analysis through Markov Random Fields: Urban Areas Extractions },
	year = { 1999 },
	month = { octobre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Kobe, Japon },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=819629 }
 }

@INPROCEEDINGS{jz99d,
	author = { Merlet, N. and Zerubia, J. },
	title = { Auxiliary functions and optimal scanning for road detection by dynamic programming },
	year = { 1999 },
	month = { mars },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	address = { Phoenix, USA },
	url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=757554 }
 }

@INPROCEEDINGS{cs99b,
	author = { Samson, C. and Blanc-Féraud, L. and Aubert, G. and Zerubia, J. },
	title = { Classification et Restauration d'Images par Approche Variationnelle },
	year = { 1999 },
	booktitle = { Proc. Journées des jeunes chercheurs en vision par ordinateur },
	address = { Aussois, France },
	pdf = { Articles/orasis1999.pdf }
 }

@INPROCEEDINGS{cs99c,
	author = { Samson, C. and Blanc-Féraud, L. and Aubert, G. and Zerubia, J. },
	title = { Simultaneous Image Classification and Restoration Using a Variational Approach },
	year = { 1999 },
	month = { juin },
	booktitle = { Proc. IEEE Computer Vision and Pattern Recognition (CVPR) },
	address = { Fort Collins, Colorado, USA },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=784985 }
 }

@INPROCEEDINGS{cs99d,
	author = { Samson, C. and Blanc-Féraud, L. and Aubert, G. and Zerubia, J. },
	title = { A Level Set Model for  Image Classification },
	year = { 1999 },
	month = { septembre },
	booktitle = { Proc. Scale-Space },
	address = { Corfu, Grèce },
	url = { http://link.springer.com/chapter/10.1007%2F3-540-48236-9_27 }
 }

@INPROCEEDINGS{descombes98c,
	author = { Kruggel, F. and Descombes, X. and von Cramon, Y. },
	title = { Preprocessing of fMR Datasets },
	year = { 1998 },
	month = { juin },
	booktitle = { Proc. IEEE Workshop on Biomedical Image Analysi },
	pages = { 211-220 },
	address = { Los Alamitos, USA },
	url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=692518 }
 }

@INPROCEEDINGS{berthod98,
	author = { Pairault, B. and Berthod, M. },
	title = { A step toward high resolution 3D SAR },
	year = { 1998 },
	month = { mai },
	booktitle = { Proc. European Conference on Synthetic Aperture Radar },
	address = { Friedrichshafen, Germany },
 }

@INPROCEEDINGS{stoica98b,
	author = { Stoica, R. and Zerubia, J. and Francos, J.M. },
	title = { The two-dimensional Wold decomposition for segmentation and indexing in image libraries },
	year = { 1998 },
	month = { mai },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	address = { Seattle, USA },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=678151 }
 }

@INPROCEEDINGS{stoica98a,
	author = { Stoica, R. and Zerubia, J. and Francos, J.M. },
	title = { Image Retrieval and Indexing: A Hierarchical Approach in Computing the Distance between Textured Images },
	year = { 1998 },
	month = { octobre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Chicago, USA },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=723675 }
 }

@INPROCEEDINGS{descombes98a,
	author = { Palubinskas, G. and Descombes, X. and Kruggel, F. },
	title = { An unsupervised clustering method using the entropy minimization },
	year = { 1998 },
	month = { août },
	booktitle = { Proc. International Conference on Pattern Recognition (ICPR) },
	address = { Brisbane, Australia },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=712082 }
 }

@INPROCEEDINGS{descombes98b,
	author = { Kruggel, F. and Descombes, X. and von Cramon, Y. },
	title = { Die Vorerarbeitung von fMRI-Daten },
	year = { 1998 },
	month = { mars },
	booktitle = { Bildverarbeitung für die Medizin, Algorithmen - Systeme - Anwendungen },
	address = { Universitätsklinikum der RWTH Aachen, Germany },
	pdf = { Articles/Vorerarbeitung.pdf }
 }

@INPROCEEDINGS{lbf98b,
	author = { Zerubia, J. and Blanc-Féraud, L. },
	title = { Hyperparameter estimation of a variational model using a stochastic gradient },
	year = { 1998 },
	month = { juillet },
	booktitle = { Proc. International Symposium on Optical Science, Engineering and Instrumentation },
	address = { San Diego, USA },
	url = { http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=958908 }
 }

@INPROCEEDINGS{lbf98c,
	author = { Diard, F. and Teboul, S. and Blanc-Féraud, L. and Barlaud, M. },
	title = { Real-Time 3D vizualization for medical images reconstruction and segmentation },
	year = { 1998 },
	month = { juillet },
	booktitle = { IEEE Image and MultiDimensional Signal Processing },
	address = { Autriche },
 }

@INPROCEEDINGS{lbf98f,
	author = { Ciampini, R. and Blanc-Féraud, L. and Barlaud, M. and Salerno, E. },
	title = { Motion-based segmentation by means of active contours },
	year = { 1998 },
	month = { octobre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Chicago, USA },
	pdf = { http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=723613 }
 }

@INPROCEEDINGS{lbf98d,
	author = { Khoumri, M. and Blanc-Féraud, L. and Zerubia, J. },
	title = { Unsupervised deconvolution of satellite images },
	year = { 1998 },
	month = { octobre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Chicago, USA },
	url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=723322 }
 }

@INPROCEEDINGS{lbf98g,
	author = { Teboul, S. and Blanc-Féraud, L. and Aubert, G. and Barlaud, M. },
	title = { Active contour models for segmentation and reconstruction on medical images },
	year = { 1998 },
	month = { novembre },
	booktitle = { Asilomar Conference },
	address = { USA },
 }

@INPROCEEDINGS{lbf98h,
	author = { Corbard, T. and Berthomieu, G. and Provost, J. and Blanc-Féraud, L. },
	title = { On the use of nonlinear regularization in inverse methods for the solar tachocline profile determination },
	year = { 1998 },
	month = { juillet },
	booktitle = { Structure and Dynamics  of the Interior of the Sun and Sun-like Stars },
	volume = { ESA SP-418 },
	editor = { S.G. Korzennik & A. Wilson },
	publisher = { ESA Publications Division },
	address = { Noordwijk, The Netherlands },
	url = { http://arxiv.org/abs/astro-ph/9806359 }
 }

@INPROCEEDINGS{jz98,
	author = { Richard, F. and Falzon, F. and Zerubia, J. and Giraudon, G. },
	title = { Segmentation of urban areas in SPOT images using MRF },
	year = { 1998 },
	month = { septembre },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	address = { Rhodes },
	pdf = { http://www.eurasip.org/Proceedings/Eusipco/Eusipco1998/sessions/F%20A/FA%20P-7/2493/PAPER106.PDF }
 }

@INPROCEEDINGS{jz98a,
	author = { Shekarforoush, H. and Zerubia, J. and Berthod, M. },
	title = { Denoising by extracting fractional order singularities },
	year = { 1998 },
	month = { mai },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	address = { Seattle, USA },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=678129 }
 }

@INPROCEEDINGS{geostoch04a,
	author = { Descombes, X. and Kruggel, F. and Lacoste, C. and Ortner, M. and Perrin, G. and Zerubia, J. },
	title = { Marked Point Process in Image Analysis : from Context to Geometry },
	year = { 2004 },
	booktitle = { International Conference on Spatial Point Process Modelling and its Application (SPPA) },
	address = { Castellon, Spain },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/SPPA_2004.pdf },
	ps = { ftp://ftp-sop.inria.fr/ariana/Articles/SPPA_2004.ps.gz },
	keyword = { RJMCMC, Extraction d'objets, Processus ponctuels marques, Geometrie stochastique }
 }

@INPROCEEDINGS{cossu_icip04,
	author = { Cossu, R. and Jermyn, I. H. and Zerubia, J. },
	title = { Texture discrimination using multimodal wavelet packet subbands },
	year = { 2004 },
	month = { octobre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Singapore },
	pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Cossu04icip.pdf },
	keyword = { Bimodale, Adaptatif, probabilistic, Paquet d'ondelettes, Texture }
 }

@INPROCEEDINGS{poggi_icip04,
	author = { Poggi, G. and Scarpa, G. and Zerubia, J. },
	title = { Segmentation of remote sensing images by supervised TS-MRF },
	year = { 2004 },
	month = { octobre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Singapore },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1421441 }
 }

@INPROCEEDINGS{pons_icassp2005,
	author = { Pons Bernad, G. and Blanc-Féraud, L. and Zerubia, J. },
	title = { A Restoration Method for Confocal Microscopy Using Complex Wavelet Transform },
	year = { 2005 },
	month = { mars },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	address = { Philadelphia, Pennsylvania, USA },
	pdf = { http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=1415481 }
 }

@INPROCEEDINGS{ICIP12,
	author = { Krylov, V. and Moser, G. and Voisin, A. and Serpico, S.B. and Zerubia, J. },
	title = { Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test },
	year = { 2012 },
	month = { octobre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Orlando, United States },
	url = { http://hal.inria.fr/hal-00724284 }
 }

@INPROCEEDINGS{SPIE12,
	author = { Voisin, A. and Krylov, V. and Moser, G. and Serpico, S.B. and Zerubia, J. },
	title = { Multichannel hierarchical image classification using multivariate copulas },
	year = { 2012 },
	month = { janvier },
	booktitle = { IS&T/SPIE Electronic Imaging – Computational Imaging X },
	address = { San Francisco, United States },
	url = { http://dx.doi.org/10.1117/12.917298 }
 }

@INPROCEEDINGS{zerubia_spie06,
	author = { Zhang, B. and Zerubia, J. and Olivo-Marin, J.C. },
	title = { A study of Gaussian approximations of fluorescence microscopy PSF models },
	year = { 2006 },
	month = { janvier },
	booktitle = { Three-Dimensional and Multidimensional Microscopy: Image Acquisition and Processing XIII of Proc. SPIE, in press },
	volume = { 6090 },
	address = { San Jose, USA },
	pdf = { ../Upload-1/2006_zerubia_spie06.pdf }
 }

@INPROCEEDINGS{perrin_emmcvpr05,
	author = { Perrin, G. and Descombes, X. and Zerubia, J. },
	title = { Adaptive Simulated Annealing for Energy Minimization Problem in a Marked Point Process Application },
	year = { 2005 },
	month = { novembre },
	booktitle = { Proc. Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR) },
	address = { St Augustine, Florida, USA },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/perrin_emmcvpr.pdf },
	ps = { ftp://ftp-sop.inria.fr/ariana/Articles/perrin_emmcvpr.ps.gz },
	keyword = { Recuit Simule, Processus ponctuels marques, Geometrie stochastique, Estimation MAP, RJMCMC }
 }

@INPROCEEDINGS{lafarge_gretsi05,
	author = { Lafarge, F. and Descombes, X. and Zerubia, J. and Mathieu-Marni, S. },
	title = { Détection de feux de forêt à partir d'images satellitaires IRT par analyse statistique d'évènements rares },
	year = { 2005 },
	month = { septembre },
	booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
	address = { Louvain-la-Neuve, Belgique },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2005_lafarge_gretsi05.pdf },
	keyword = { Évenement rare, Feux de foret, Champs Gaussiens }
 }

@INPROCEEDINGS{rochery_icip05,
	author = { Rochery, M. and Jermyn, I. H. and Zerubia, J. },
	title = { New Higher-order Active Contour Energies for Network Extraction },
	year = { 2005 },
	month = { septembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Genoa, Italy },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/rochery_icip05.pdf },
	keyword = { Gap closure, Forme, A priori, Ordre superieur, Contour actif }
 }

@INPROCEEDINGS{fcerdat,
	author = { Cerdat, F. and Descombes, X. and Zerubia, J. },
	title = { Urban Scene Rendering using Object Description },
	year = { 2003 },
	month = { juillet },
	booktitle = { Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS) },
	address = { Toulouse, France },
	url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=1293679 }
 }

@INPROCEEDINGS{horvath_hacippr05,
	author = { Horvath, P. and Bhattacharya, A. and Jermyn, I. H. and Zerubia, J. and Kato, Z. },
	title = { Shape Moments for Region-Based Active Contours },
	year = { 2005 },
	month = { mai },
	booktitle = { Proc. Hungarian-Austrian Conference on Image Processing and Pattern Recognition },
	address = { Szeged, Hungary },
	url = { http://vision.vein.hu/HACIPPR/ }
 }

@INPROCEEDINGS{lacoste_eusipco05,
	author = { Lacoste, C. and Descombes, X. and Zerubia, J. and Baghdadi, N. },
	title = { Extraction of hydrographic networks from satellite images using a hierarchical model within a stochastic geometry framework },
	year = { 2005 },
	month = { septembre },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	address = { Antalya, Turkey },
	url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7078007 }
 }

@INPROCEEDINGS{mascle_spie_05,
	author = { Le Hegarat-Mascle, S. and Kallel, A. and Descombes, X. },
	title = { Application of ant colony optimization to image classification using a Markov model withnonstationary neighborhoods },
	year = { 2005 },
	month = { septembre },
	booktitle = { Proc. SPIE Symposium on Remote Sensing },
	volume = { 5982 },
	address = { Bruges, Belgium },
	url = { http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=879756 }
 }

@INPROCEEDINGS{perrin04a,
	author = { Perrin, G. and Descombes, X. and Zerubia, J. },
	title = { Tree Crown Extraction using Marked Point Processes },
	year = { 2004 },
	month = { septembre },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	address = { University of Technology, Vienna, Austria },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/perrin_eusipco2004.pdf },
	ps = { ftp://ftp-sop.inria.fr/ariana/Articles/perrin_eusipco2004.ps.gz },
	keyword = { RJMCMC, Processus ponctuels marques, Recuit Simule, Extraction de Houppiers, Extraction d'objets, Geometrie stochastique }
 }

@INPROCEEDINGS{lafarge_icip05,
	author = { Lafarge, F. and Descombes, X. and Zerubia, J. },
	title = { Textural Kernel for SVM Classification in Remote Sensing : Application to Forest Fire Detection and Urban Area Extraction },
	year = { 2005 },
	month = { septembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Genoa, Italy },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2005_lafarge_icip05.pdf },
	keyword = { Support Vector Machines, Base d'apprentissage, Champs de Markov, Feux de foret, Zones urbaines }
 }

@INPROCEEDINGS{rochery_iccv05,
	author = { Rochery, M. and Jermyn, I. H. and Zerubia, J. },
	title = { Phase field models and higher-order active contours },
	year = { 2005 },
	month = { octobre },
	booktitle = { Proc. IEEE International Conference on Computer Vision (ICCV) },
	address = { Beijing, China },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/rochery_iccv05.pdf },
	keyword = { Contour actif, Ordre superieur, Forme, Reseaux lineiques, Reseaux routiers, Champ de Phase }
 }

@INPROCEEDINGS{achim_eusipco_05,
	author = { Achim, A. and Kuruoglu, E.E. and Zerubia, J. },
	title = { Maximum A Posteriori Estimation of Radar Cross Section in SAR Images using the Heavy-Tailed Rayleigh Model },
	year = { 2005 },
	month = { septembre },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	address = { Antalya, Turkey },
	pdf = { http://kilyos.ee.bilkent.edu.tr/~signal/defevent/papers/cr1741.pdf }
 }

@INPROCEEDINGS{perrin_06_b,
	author = { Perrin, G. and Descombes, X. and Zerubia, J. and Boureau, J.G. },
	title = { Forest Resource Assessment using Stochastic Geometry },
	year = { 2006 },
	month = { mars },
	booktitle = { Proc. International Precision Forestry Symposium },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/perrin_ipfs06.pdf },
	keyword = { Extraction de Houppiers, Extraction d'objets, Geometrie stochastique, RJMCMC, Energie d'attache aux données }
 }

@INPROCEEDINGS{perrin_06_c,
	author = { Perrin, G. and Descombes, X. and Zerubia, J. },
	title = { 2D and 3D Vegetation Resource Parameters Assessment using Marked Point Processes },
	year = { 2006 },
	month = { août },
	booktitle = { Proc. International Conference on Pattern Recognition (ICPR) },
	address = { Hong-Kong },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_perrin_06_c.pdf },
	keyword = { Energie d'attache aux données, Extraction d'objets, Extraction de Houppiers, Geometrie stochastique, Processus ponctuels marques }
 }

@INPROCEEDINGS{lafarge_icip06,
	author = { Lafarge, F. and Descombes, X. and Zerubia, J. and Pierrot-Deseilligny, M. },
	title = { An Automatic Building Reconstruction Method : A Structural Approach Using High Resolution Images },
	year = { 2006 },
	month = { octobre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Atlanta },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_lafarge_icip06.pdf },
	keyword = { Reconstruction en 3D, Batiments, RJMCMC, Approche structurelle, Imagerie satellitaire }
 }

@INPROCEEDINGS{gernez06,
	author = { Gernez, P. and Descombes, X. and Zerubia, J. and Slezak, E. and Bijaoui, A. },
	title = { Galaxy filament detection using the Quality candy model },
	year = { 2006 },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_gernez06.pdf },
	keyword = { Processus ponctuels marques, Quality Candy model, Galaxy Filaments }
 }

@INPROCEEDINGS{lafarge_isprs06,
	author = { Lafarge, F. and Descombes, X. and Zerubia, J. and Pierrot-Deseilligny, M. },
	title = { Automatic 3D Building Reconstruction from DEMs: an Application to PLEIADES Simulations },
	year = { 2006 },
	month = { juillet },
	booktitle = { Proc. International Society for Photogrammetry and Remote Sensing Commission I Symposium (ISPRS) },
	address = { Marne La Vallee, France },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_lafarge_isprs06.pdf },
	keyword = { Reconstruction en 3D, Digital Elevation Model, Building extraction, Zones urbaines denses, PLEIADES simulations }
 }

@INPROCEEDINGS{ortner06,
	author = { Ortner, M. and Descombes, X. and Zerubia, J. },
	title = { Point process of segments and rectangles for building extraction from DEM },
	year = { 2006 },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_ortner06.pdf },
	keyword = { Geometrie stochastique, Batiments }
 }

@INPROCEEDINGS{zammit_icffr_06,
	author = { Zammit, O. and Descombes, X. and Zerubia, J. },
	title = { Burnt area mapping using Support Vector Machines },
	year = { 2006 },
	month = { novembre },
	booktitle = { Proc. International Conference on Forest Fire Research },
	address = { Figueira da Foz, Portugal },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_zammit_icffr_06.pdf },
	keyword = { Imagerie satellitaire, Feux de foret, Zones brûlées, Support Vector Machines }
 }

@INPROCEEDINGS{Rochery04,
	author = { Rochery, M. and Jermyn, I. H. and Zerubia, J. },
	title = { Gap closure in (road) networks using higher-order active contours },
	year = { 2004 },
	month = { octobre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Singapore },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/rochery_icip04.pdf },
	keyword = { Contour actif, Gap closure, Ordre superieur, Forme, Reseaux routiers }
 }

@INPROCEEDINGS{horvath_icpr06,
	author = { Horvath, P. and Jermyn, I. H. and Kato, Z. and Zerubia, J. },
	title = { A Higher-Order Active Contour Model for Tree Detection },
	year = { 2006 },
	month = { août },
	booktitle = { Proc. International Conference on Pattern Recognition (ICPR) },
	address = { Hong Kong },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_horvath_icpr06.pdf },
	keyword = { Contour actif, Gaz de cercles, Ordre superieur, Forme, A priori, Extraction de Houppiers }
 }

@INPROCEEDINGS{Rochery03a,
	author = { Rochery, M. and Jermyn, I. H. and Zerubia, J. },
	title = { Higher Order Active Contours and their Application to the Detection          of Line Networks in Satellite Imagery },
	year = { 2003 },
	month = { octobre },
	booktitle = { Proc. IEEE Workshop Variational, Geometric and Level Set Methods  in Computer Vision },
	address = { at ICCV, Nice, France },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/rochery_vlsm03.pdf },
	keyword = { Ordre superieur, Contour actif, Forme, Reseaux routiers, Segmentation, A priori }
 }

@INPROCEEDINGS{Rochery03,
	author = { Rochery, M. and Jermyn, I. H. and Zerubia, J. },
	title = { Étude D'une Nouvelle Classe de Contours Actifs Pour la          Détection de Routes Dans Des Images de Télédétection },
	year = { 2003 },
	month = { septembre },
	booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
	address = { Paris, France },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/rochery_gretsi03.pdf }
 }

@INPROCEEDINGS{florenticassp06,
	author = { Lafarge, F. and Descombes, X. and Zerubia, J. and Pierrot-Deseilligny, M. },
	title = { An Automatic 3D City Model : a Bayesian Approach using Satellite Images },
	year = { 2006 },
	month = { mai },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	address = { Toulouse, France },
	note = { Copyright IEEE },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_florenticassp06.pdf },
	keyword = { Reconstruction en 3D, Batiments, MCMC, Modele numerique d'elevation (MNE) }
 }

@INPROCEEDINGS{eriksson06a,
	author = { Eriksson, M. and Perrin, G. and Descombes, X. and Zerubia, J. },
	title = { A comparative study of three methods for identifying individual tree crowns in aerial images covering different types of forests },
	year = { 2006 },
	month = { juillet },
	booktitle = { Proc. International Society for Photogrammetry and Remote Sensing (ISPRS) },
	address = { Marne La Vallee, France },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_eriksson06a.pdf },
	keyword = { Croissance de Region, Processus ponctuels marques, Champs de Markov, Extraction d'objets, Extraction de Houppiers }
 }

@INPROCEEDINGS{perrin_06_a,
	author = { Perrin, G. and Descombes, X. and Zerubia, J. },
	title = { Evaluation des Ressources Forestières à l'aide de Processus Ponctuels Marqués },
	year = { 2006 },
	month = { janvier },
	booktitle = { Proc. Reconnaissance des Formes et Intelligence Artificielle (RFIA) },
	address = { Tours, France },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/perrin_rfia06.pdf },
	keyword = { Extraction de Houppiers, Geometrie stochastique, Processus ponctuels marques, Extraction d'objets }
 }

@INPROCEEDINGS{bhatta_compimage06,
	author = { Bhattacharya, A. and Jermyn, I. H. and Descombes, X. and Zerubia, J. },
	title = { Computing statistics from a graph representation of road networks in satellite images for indexing and retrieval },
	year = { 2006 },
	month = { octobre },
	booktitle = { Proc. compImage },
	address = { Coimbra, Portugal },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_bhatta_compimage06.pdf },
	keyword = { Reseaux routiers, Indexation, Semantique, Retrieval, Feature statistics }
 }

@INPROCEEDINGS{Horvath06_icvgip,
	author = { Horvath, P. and Jermyn, I. H. and Kato, Z. and Zerubia, J. },
	title = { An improved 'gas of circles' higher-order active contour model and its application to tree crown extraction },
	year = { 2006 },
	month = { décembre },
	booktitle = { Proc. Indian Conference on Computer Vision, Graphics, and Image Processing (ICVGIP) },
	address = { Madurai, India },
	url = { http://dx.doi.org/10.1007/11949619_14 },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_Horvath06_icvgip.pdf },
	keyword = { Extraction de Houppiers, Aerial images, Ordre superieur, Contour actif, Gaz de cercles, Forme }
 }

@INPROCEEDINGS{XDbarca1,
	author = { Risser, L. and Plouraboue, F. and Descombes, X. },
	title = { Gap Filling in 3D Vessel like Patterns with Tensor Fields },
	year = { 2007 },
	booktitle = { Proc.  International Conference on Computer Vision Theory
and Applications },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_XDbarca1.pdf },
	keyword = { tensor voting, vascular network }
 }

@INPROCEEDINGS{xavBarca2,
	author = { Descombes, X. and Lebellego, M. and Zhizhina, E. },
	title = { Image deconvolution using a stochastic differential equation approach },
	year = { 2007 },
	month = { mars },
	booktitle = { Proc. nternational Conference on Computer Vision Theory
and Applications },
	address = { Barcelona, Spain },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_xavBarca2.pdf },
	keyword = { Deconvolution, Stochastic Differential Equation }
 }

@INPROCEEDINGS{scarpa_icassp_07,
	author = { Scarpa, G. and Haindl, M. and Zerubia, J. },
	title = { A Hierarchical finite-state model for texture segmentation },
	year = { 2007 },
	month = { avril },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	volume = { 1 },
	pages = { 1209-1212 },
	address = { Honolulu, HI (USA) },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4217303 }
 }

@INPROCEEDINGS{scarpa_scia_07,
	author = { Scarpa, G. and Haindl, M. and Zerubia, J. },
	title = { A Hierarchical Texture Model for Unsupervised Segmentation of Remotely Sensed Images },
	year = { 2007 },
	month = { juin },
	booktitle = { Scandinavian Conference on Image Analysis },
	volume = { 4522/2007 },
	pages = { 303-312 },
	series = { LNCS 4522 },
	editor = { Springer Berlin / Heidelberg },
	address = { Aalborg, Denmark },
	url = { http://link.springer.com/chapter/10.1007%2F978-3-540-73040-8_31 }
 }

@INPROCEEDINGS{lafarge_eusipco07,
	author = { Lafarge, F. and Descombes, X. and Zerubia, J. },
	title = { Forest Fire Detection based on Gaussian field analysis },
	year = { 2007 },
	month = { septembre },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	address = { Poznan, Poland },
	note = { Copyright EURASIP },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_lafarge_eusipco07.pdf },
	keyword = { Champs Gaussiens, DT-caracteristic, Feux de foret }
 }

@INPROCEEDINGS{lafarge_icip07,
	author = { Lafarge, F. and Descombes, X. and Zerubia, J. and Pierrot-Deseilligny, M. },
	title = { 3D city modeling based on Hidden Markov Model },
	year = { 2007 },
	month = { septembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { San Antonio, U.S. },
	note = { Copyright IEEE },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4379207 },
	keyword = { Reconstruction en 3D, Building, Hidden Markov Model }
 }

@INPROCEEDINGS{Horvath07d,
	author = { Horvath, P. and Jermyn, I. H. },
	title = { A `Gas of Circles' Phase Field Model and its Application to Tree Crown Extraction },
	year = { 2007 },
	month = { septembre },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	address = { Poznan, Poland },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_Horvath07d.pdf },
	keyword = { Champ de Phase, Extraction de Houppiers }
 }

@INPROCEEDINGS{Horvath07c,
	author = { Horvath, P. },
	title = { A Multispectral Data Model for Higher-Order Active Contours and its Application to Tree Crown Extraction },
	year = { 2007 },
	month = { août },
	booktitle = { Proc. Advanced Concepts for Intelligent Vision Systems },
	address = { Delft, Netherlands },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_Horvath07c.pdf },
	keyword = { Ordre superieur, Extraction de Houppiers, Couleur }
 }

@INPROCEEDINGS{Horvath07b,
	author = { Horvath, P. and Jermyn, I. H. },
	title = { A New Phase Field Model of a `Gas of Circles' for Tree Crown Extraction from Aerial Images },
	year = { 2007 },
	month = { août },
	booktitle = { Proc. International Conference on Computer Analysis of Images and Patterns (CAIP) },
	address = { Vienna, Austria },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_Horvath07b.pdf },
	keyword = { Champ de Phase, Extraction de Houppiers }
 }

@INPROCEEDINGS{Horvath07a,
	author = { Horvath, P. and Jermyn, I. H. and Kato, Z. and Zerubia, J. },
	title = { Circular object segmentation using higher-order active contours },
	year = { 2007 },
	month = { janvier },
	booktitle = { In Proc. Conference of the Hungarian Association for Image Analysis and Pattern Recognition (KEPAF'07) },
	address = { Debrecen, Hungary },
	note = { In Hungarian },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_Horvath07a.pdf },
	keyword = { Ordre superieur, Extraction de Houppiers, Forme }
 }

@INPROCEEDINGS{Joshi07a,
	author = { Joshi, S. and Klassen, E. and Srivastava, A. and Jermyn, I. H. },
	title = { A Novel Representation for Riemannian Analysis of Elastic Curves in R^n },
	year = { 2007 },
	month = { juin },
	booktitle = { Proc. IEEE Computer Vision and Pattern Recognition (CVPR) },
	address = { Minneapolis, USA },
	url = { http://dx.doi.org/10.1109/CVPR.2007.383185 },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_Joshi07a.pdf },
	keyword = { Forme, Metrique, Geodesic, A priori }
 }

@INPROCEEDINGS{Joshi07b,
	author = { Joshi, S. and Klassen, E. and Srivastava, A. and Jermyn, I. H. },
	title = { Removing Shape-Preserving Transformations in Square-Root Elastic          (SRE) Framework for Shape Analysis of Curves },
	year = { 2007 },
	month = { août },
	booktitle = { Proc. Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR) },
	address = { Ezhou, China },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_Joshi07b.pdf },
	keyword = { Forme, Reparameterization, Metrique, Geodesic }
 }

@INPROCEEDINGS{zammit_igarss_07,
	author = { Zammit, O. and Descombes, X. and Zerubia, J. },
	title = { Assessment of different classification algorithms for burnt land discrimination },
	year = { 2007 },
	month = { juillet },
	booktitle = { Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS) },
	pages = { 3000-3003 },
	address = { Barcelone, Spain },
	url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4423476 },
	keyword = { Imagerie satellitaire, Zones brûlées, Support Vector Machines, Feux de foret, Classification }
 }

@INPROCEEDINGS{Brady03a,
	author = { Brady, K. and Jermyn, I. H. and Zerubia, J. },
	title = { Adaptive Probabilistic Models of Wavelet Packets for the Analysis          and Segmentation of Textured Remote Sensing Images },
	year = { 2003 },
	month = { septembre },
	booktitle = { Proc. British Machine Vision Conference (BMVC) },
	address = { Norwich, U. K. },
	pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Brady03bmvc.pdf },
	keyword = { probabilistic, Adaptatif, wavelet, Texture }
 }

@INPROCEEDINGS{chaux2007,
	author = { Chaux, C. and Blanc-Féraud, L. and Zerubia, J. },
	title = { Wavelet-based restoration methods: application to 3D confocal microscopy images },
	year = { 2007 },
	booktitle = { Proc. SPIE Conference on Wavelets },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_chaux2007.pdf },
	keyword = { Restauration, Deconvolution, 3D images, Microscopie confocale, Poisson noise, Ondelettes }
 }

@INPROCEEDINGS{ppankajakshan08a,
	author = { Pankajakshan, P. and Zhang, B. and Blanc-Féraud, L. and Kam, Z. and Olivo-Marin, J.C. and Zerubia, J. },
	title = { Blind deconvolution for diffraction-limited fluorescence microscopy },
	year = { 2008 },
	month = { mai },
	booktitle = { Proc. IEEE International Symposium on Biomedical Imaging (ISBI) },
	pages = { 740-743 },
	address = { Paris, France },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2008_ppankajakshan08a.pdf },
	keyword = { Microscopie confocale, Blind Deconvolution, point spread function, Richardson-Lucy algorithm, total variation regularization }
 }

@INPROCEEDINGS{lafarge_cvpr08,
	author = { Lafarge, F. and Descombes, X. and Zerubia, J. and Pierrot-Deseilligny, M. },
	title = { Building reconstruction from a single DEM },
	year = { 2008 },
	month = { juin },
	booktitle = { Proc. IEEE Computer Vision and Pattern Recognition (CVPR) },
	address = { Anchorage, Alaska, U.S. },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2008_lafarge_cvpr08.pdf }
 }

@INPROCEEDINGS{ssvm2007,
	author = { Baudour, A. and Aubert, G. and Blanc-Féraud, L. },
	title = { Detection and Completion of Filaments: A Vector Field and PDE Approach },
	year = { 2007 },
	booktitle = {  SSVM 2007, LNCS 4485 proceedings },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_ssvm2007.pdf }
 }

@INPROCEEDINGS{ Gretsi  2007,
	author = { Baudour, A. and Aubert, G. and Blanc-Féraud, L. },
	title = { Détection et Complétion de Filaments: une approche variationelle et vectorielle },
	year = { 2007 },
	booktitle = { Colloque Gretsi  Troyes, 2007 },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_ Gretsi  2007.pdf }
 }

@INPROCEEDINGS{Peng07a,
	author = { Peng, T. and Jermyn, I. H. and Prinet, V. and Zerubia, J. and Hu, B. },
	title = { A Phase Field Model Incorporating Generic and Specific Prior          Knowledge Applied to Road Network Extraction from VHR Satellite          Images },
	year = { 2007 },
	month = { septembre },
	booktitle = { Proc. British Machine Vision Conference (BMVC) },
	address = { Warwick, UK },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_Peng07a.pdf },
	keyword = { Reseaux routiers, Very high resolution, Ordre superieur, Contour actif, Forme, A priori }
 }

@INPROCEEDINGS{Bhattacharya07a,
	author = { Bhattacharya, A. and Roux, M. and Maitre, H. and Jermyn, I. H. and Descombes, X. and Zerubia, J. },
	title = { Indexing Satellite Images with Features Computed from Man-Made          Structures on the Earth’s Surface },
	year = { 2007 },
	month = { juin },
	booktitle = { Proc. International Workshop on Content-Based Multimedia Indexing },
	address = { Bordeaux, France },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_Bhattacharya07a.pdf },
	keyword = { Indexation, Reseaux routiers, Semantique, Retrieval, Feature statistics }
 }

@INPROCEEDINGS{fournier-taima-07,
	author = { Fournier, A. and Descombes, X. and Zerubia, J. },
	title = { Vers une détection et une classification non-supervisées des changements inter-images },
	year = { 2007 },
	booktitle = { Proc. Traitement et Analyse de l'Information - Méthodes et Applications (TAIMA) },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_fournier-taima-07.pdf },
	keyword = { Markov Random Fields, Registration, Change detection, Clustering }
 }

@INPROCEEDINGS{zammit_gretsi_07,
	author = { Zammit, O. and Descombes, X. and Zerubia, J. },
	title = { Apprentissage non supervisé des SVM par un algorithme des K-moyennes entropique pour la détection de zones brûlées },
	year = { 2007 },
	month = { septembre },
	booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
	address = { Troyes, France },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_zammit_gretsi_07.pdf },
	keyword = { Imagerie satellitaire, Feux de foret, Zones brûlées, Classification, Support Vector Machines, Base d'apprentissage }
 }

@INPROCEEDINGS{Jermyn99iccv,
	author = { Jermyn, I. H. and Ishikawa, H. },
	title = { Globally optimal regions and boundaries },
	year = { 1999 },
	booktitle = { Proc. IEEE International Conference on Computer Vision (ICCV) },
	pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Jermyn99iccv.pdf },
	keyword = { global, optimum, Graphe, Cycle, Ratio, Segmentation }
 }

@INPROCEEDINGS{IJ01a,
	author = { Ishikawa, H. and Jermyn, I. H. },
	title = { Region extraction from multiple images },
	year = { 2001 },
	month = { juillet },
	booktitle = { Proc. IEEE International Conference on Computer Vision (ICCV) },
	address = { Vancouver, Canada },
	pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Jermyn01iccv.pdf },
	keyword = { Stereo, Motion, global, optimum, Graphe, Cycle }
 }

@INPROCEEDINGS{ant07b,
	author = { Le Hegarat-Mascle, S. and Kallel, A. and Descombes, X. },
	title = { Use of ant colony
optimization for finding neighbourhoods in non-stationary Markov random
field models },
	year = { 2007 },
	booktitle = { Pattern Recognition and Machine Intelligence (PReMI'07) },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_ant07b.pdf },
	keyword = { Ants colonization, Markov Random Fields }
 }

@INPROCEEDINGS{tournaire_pia07,
	author = { Tournaire, O. and Paparoditis, N. and Lafarge, F. },
	title = { Rectangular Road Marking Detection with Marked Point Processes },
	year = { 2007 },
	month = { septembre },
	booktitle = { ISPRS Conference Photogrammetric Image Analysis (PIA) },
	volume = { 36 },
	pages = { 149--154 },
	organization = { IAPRS },
	address = { Munich, Germany },
	pdf = { http://www-sop.inria.fr/ariana/Publis/2007-tournaire-pia.pdf }
 }

@INPROCEEDINGS{Joshi07,
	author = { Joshi, S. and Srivastava, A. and Jermyn, I. H. },
	title = { Riemannian Analysis of Probability Density Functions with          Applications in Vision },
	year = { 2007 },
	month = { juin },
	booktitle = { Proc. IEEE Computer Vision and Pattern Recognition (CVPR) },
	address = { Minneapolis, USA },
	url = { http://dx.doi.org/10.1109/CVPR.2007.383188  },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_Joshi07.pdf },
	keyword = { Probability density function, Metrique, Geodesic, Reparameterization }
 }

@INPROCEEDINGS{lafarge_isprs08,
	author = { Lafarge, F. and Durupt, M. and Descombes, X. and Zerubia, J. and Pierrot-Deseilligny, M. },
	title = { A new computationally efficient stochastic approach for building reconstruction from satellite data },
	year = { 2008 },
	month = { juillet },
	booktitle = { XXI ISPRS Congress, Part A },
	address = { Beijing, China },
	note = { Copyright ISPRS },
	url = { http://www.isprs.org/proceedings/XXXVII/congress/3_pdf/40.pdf },
	keyword = { Reconstruction en 3D, Building, satellite data, stochastic approach, jump process }
 }

@INPROCEEDINGS{ICASSP_WEISS,
	author = { Weiss, P. and Blanc-Féraud, L. and Andre, T. and Antonini, M. },
	title = { Compression artifacts reduction using variational methods: algorithms and experimental study },
	year = { 2008 },
	month = { mars },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	address = { Las Vegas, USA },
	url = { http://www.math.univ-toulouse.fr/~weiss/Publis/Conferences/icassp2008.pdf },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2008_ICASSP_WEISS.pdf },
	keyword = { compression artifact, fast l1 optimization, Variation totale, contrast enhancement, nesterov scheme, jpeg2000 }
 }

@INPROCEEDINGS{Pankajakshan07a,
	author = { Pankajakshan, P. and Zhang, B. and Blanc-Féraud, L. and Kam, Z. and Olivo-Marin, J.C. and Zerubia, J. },
	title = { Parametric blind deconvolution for confocal laser scanning microscopy },
	year = { 2007 },
	month = { août },
	booktitle = { Proc. 29th International Conference of IEEE EMBS (EMBC-07) },
	pages = { 6531-6534 },
	pdf = { http://ieeexplore.ieee.org/iel5/4352184/4352185/04353856.pdf?tp=&isnumber=&arnumber=4353856 },
	keyword = { Microscopie confocale, Blind Deconvolution, Poisson noise, Variation totale, Algorithme EM, Estimation bayesienne }
 }

@INPROCEEDINGS{Bhattacharya08,
	author = { Bhattacharya, A. and Roux, M. and Maitre, H. and Jermyn, I. H. and Descombes, X. and Zerubia, J. },
	title = { Indexing of mid-resolution satellite images with structural attributes },
	year = { 2008 },
	month = { juillet },
	booktitle = { The International Society for Photogrammetry and Remote Sensing },
	address = { Beijing, China },
	pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Bhattacharya08isprs.pdf },
	keyword = { Landscape, Segmentation, Features, Extraction, Classification, Modelling }
 }

@INPROCEEDINGS{fournier_spie08,
	author = { Fournier, A. and Descombes, X. and Zerubia, J. },
	title = { Mixing Geometric and Radiometric Features for Change Classification },
	year = { 2008 },
	month = { janvier },
	booktitle = { Proc. SPIE Symposium on Electronic Imaging },
	address = { San Jose, USA },
	url = { http://hal.inria.fr/inria-00269853/fr/ },
	keyword = { Change detection, directional Statistics, polygonal approximation, Classification }
 }

@INPROCEEDINGS{descamps08,
	author = { Descamps, S. and Descombes, X. and Béchet, A. and Zerubia, J. },
	title = { AUTOMATIC FLAMINGO DETECTION USING A MULTIPLE BIRTH AND DEATH PROCESS },
	year = { 2008 },
	month = { mars },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	address = { Las Vegas, USA },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2008_descamps08.pdf }
 }

@INPROCEEDINGS{Peng08a,
	author = { Peng, T. and Jermyn, I. H. and Prinet, V. and Zerubia, J. },
	title = { Extraction of main and secondary roads in VHR images using a higher-order phase field model },
	year = { 2008 },
	month = { juillet },
	booktitle = { Proc. XXI ISPRS Congress, Part A },
	pages = { 215-22 },
	address = { Beijing, China },
	pdf = { http://www.isprs.org/proceedings/XXXVII/congress/3_pdf/33.pdf },
	keyword = { Reseaux routiers, Zones urbaines, Imagerie satellitaire, Segmentation, Modelling, Methodes variationnelles }
 }

@INPROCEEDINGS{Bughin08,
	author = { Bughin, E. and Blanc-Féraud, L. and Zerubia, J. },
	title = { SATELLITE IMAGE RECONSTRUCTION FROM AN IRREGULAR SAMPLING },
	year = { 2008 },
	month = { mars },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	address = { Las Vegas, USA },
	url = { http://hal.inria.fr/docs/00/27/89/19/PDF/bughinICASSP08.pdf },
	keyword = { Irregular sampling, Variational methods, Fourier analysis, Satellite imaging }
 }

@INPROCEEDINGS{lafarge_spaceappli08,
	author = { Lafarge, F. and Descombes, X. and Zerubia, J. and Pierrot-Deseilligny, M. },
	title = { Automatic 3D modeling of urban scenes from satellite images },
	year = { 2008 },
	month = { avril },
	booktitle = { Proc. SPACEAPPLI },
	address = { Toulouse, France },
	url = { http://www.toulousespaceshow.eu/tss08/spaceappli08/index.htm }
 }

@INPROCEEDINGS{zammit_eusipco_08,
	author = { Zammit, O. and Descombes, X. and Zerubia, J. },
	title = { Combining One-Class Support Vector Machines and hysteresis thresholding: application to burnt area mapping },
	year = { 2008 },
	month = { août },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	address = { Lausanne, Switzerland },
	url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7080254 },
	keyword = { Classification, Imagerie satellitaire, Support Vector Machines, Zones brûlées, Feux de foret, Clustering }
 }

@INPROCEEDINGS{ElGhoul08b,
	author = { El Ghoul, A. and Jermyn, I. H. and Zerubia, J. },
	title = { Phase diagram of a long bar under a higher-order active contour energy: application to hydrographic network extraction from VHR satellite images },
	year = { 2008 },
	month = { décembre },
	booktitle = { International Conference on Pattern Recognition (ICPR) },
	address = { Tampa, Florida },
	url = { https://hal.inria.fr/inria-00316619 },
	pdf = { http://hal.inria.fr/docs/00/31/66/19/PDF/icpr08aymenelghoul.pdf },
	keyword = { Phase diagram, Higher-order actif contours, Forme, river extraction }
 }

@INPROCEEDINGS{Peng08c,
	author = { Peng, T. and Jermyn, I. H. and Prinet, V. and Zerubia, J. },
	title = { An extended phase field higher-order active contour model for networks and its application to road network extraction from VHR satellite images },
	year = { 2008 },
	month = { octobre },
	booktitle = { Proc. European Conference on Computer Vision (ECCV) },
	address = { Marseille, France },
	pdf = { http://link.springer.com/chapter/10.1007%2F978-3-540-88690-7_38 },
	keyword = { Dense urban area, Champ de Phase, Reseaux routiers, Methodes variationnelles, Very high resolution }
 }

@INPROCEEDINGS{zammit_pria_08,
	author = { Zammit, O. and Descombes, X. and Zerubia, J. },
	title = { Unsupervised One-Class SVM Using a Watershed Algorithm and Hysteresis Thresholding to Detect Burnt Areas },
	year = { 2008 },
	month = { septembre },
	booktitle = { Proc. International Conference on Pattern Recognition and Image Analysis (PRIA) },
	address = { Nizhny Novgorod, Russia },
	pdf = { http://hal.inria.fr/inria-00316297/fr/ },
	keyword = { Classification, Segmentation, Support Vector Machines, Zones brûlées, Feux de foret, Imagerie satellitaire }
 }

@INPROCEEDINGS{ElGhoul08,
	author = { El Ghoul, A. and Jermyn, I. H. and Zerubia, J. },
	title = { Diagramme de phase d'une énergie de type contours actifs d'ordre supérieur : le cas d'une barre longue },
	year = { 2008 },
	month = { janvier },
	booktitle = { 16ème congrès francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle (RFIA) },
	address = { Amiens, France },
	url = { https://hal.inria.fr/inria-00319575 },
	pdf = { http://hal.inria.fr/docs/00/31/95/75/PDF/rfia08aymenelghoul.pdf },
	keyword = { Diagramme de phase, Contours actifs d'ordre supérieur, Forme, a priori géométrique, Télédétection }
 }

@INPROCEEDINGS{IJ01b,
	author = { Jacobs, D. and Belhumeur, P. and Jermyn, I. H. },
	title = { Judging whether multiple silhouettes can come from the same object },
	year = { 2001 },
	month = { mai },
	booktitle = { Int. Workshop on Visual Form, Springer-Verlag Lecture Notes in Computer Science 2059 },
	address = { Capri, Italie },
	pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Jacobs01iwvf.pdf }
 }

@INPROCEEDINGS{Peng07_urban,
	author = { Peng, T. and Jermyn, I. H. and Prinet, V. and Zerubia, J. },
	title = { Urban road extraction from VHR images using a multiscale image model and a phase field model of network geometry },
	year = { 2007 },
	month = { avril },
	booktitle = { Proc. Urban },
	address = { Paris, France },
	pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Peng07urban.pdf },
	keyword = { Reseaux routiers, Very high resolution, Multiscale, Ordre superieur, Contour actif, Forme }
 }

@INPROCEEDINGS{cossu_psip05,
	author = { Cossu, R. and Jermyn, I. H. and Zerubia, J. },
	title = { Multimodal statistics of adaptive wavelet packet coefficients: experimental evidence and theory },
	year = { 2005 },
	month = { janvier },
	booktitle = { Proc. Physics in Signal and Image Processing },
	address = { Toulouse, France },
	pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Cossu05psip.pdf },
	keyword = { Bimodale, Statistics, Paquet d'ondelettes, Adaptatif, Texture }
 }

@INPROCEEDINGS{cossu04a,
	author = { Cossu, R. and Jermyn, I. H. and Zerubia, J. },
	title = { Texture analysis using probabilistic models of the unimodal and multimodal statistics of adaptative wavelet packet coefficients },
	year = { 2004 },
	month = { mai },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	address = { Montreal, Canada },
	pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Cossu04icassp.pdf },
	keyword = { Bimodale, Adaptatif, Paquet d'ondelettes, Texture, Mixture de gaussiennes, Statistics }
 }

@INPROCEEDINGS{Abhayratne_icip04,
	author = { Abhayaratne, G.C.K. and Jermyn, I. H. and Zerubia, J. },
	title = { Texture analysis using adaptative biorthogonal wavelet packets },
	year = { 2004 },
	month = { octobre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Singapore },
	pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Abhayaratne04icip.pdf },
	keyword = { Adaptatif, Paquet d'ondelettes, Biorthogonal, Texture, Statistics }
 }

@INPROCEEDINGS{aubray_eusipco06,
	author = { Aubray, J. and Jermyn, I. H. and Zerubia, J. },
	title = { Nonlinear models for the statistics of adaptive wavelet packet coefficients of texture },
	year = { 2006 },
	month = { septembre },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	address = { Florence, Italy },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_aubray_eusipco06.pdf },
	keyword = { Texture, Adaptatif, Paquet d'ondelettes, Nonlineaire, Bimodale, Statistics }
 }

@INPROCEEDINGS{Permuter03,
	author = { Permuter, H. and Francos, J.M. and Jermyn, I. H. },
	title = { Gaussian Mixture Models of Texture and Colour for Image Database          Retrieval },
	year = { 2003 },
	month = { avril },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	address = { Hong Kong },
	pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Permuter03icassp.pdf },
	keyword = { Texture, Mixture de gaussiennes, Classification, Aerial images }
 }

@INPROCEEDINGS{abhayaratne_icip05,
	author = { Abhayaratne, G.C.K. and Jermyn, I. H. and Zerubia, J. },
	title = { Texture-adaptive mother wavelet selection for texture analysis },
	year = { 2005 },
	month = { septembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Genoa, Italy },
	pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Abhayaratne05icip.pdf },
	keyword = { Texture, Paquet d'ondelettes, Adaptatif, Mere }
 }

@INPROCEEDINGS{LGF2008,
	author = { Lafarge, F. and Gimel'farb, G. and Descombes, X. },
	title = { A Geometric Primitive Extraction Process for Remote Sensing Problems. },
	year = { 2008 },
	month = { octobre },
	booktitle = { ACIVS },
	pages = { 518-529 },
	address = { Juan-les-Pins, France },
	pdf = { http://www.springerlink.com/content/b228321527177226/ }
 }

@INPROCEEDINGS{Gaetano2008,
	author = { Gaetano, R. and Scarpa, G. and Poggi, G. and Zerubia, J. },
	title = { Unsupervised Hierarchical Image Segmentation based on the TS-MRF model and Fast Mean-Shift Clustering },
	year = { 2008 },
	month = { août },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	address = { Lausanne, Switzerland },
	pdf = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7080521 },
	keyword = { Segmentation, Markov Random Fields, Mean Shift, Land Classification }
 }

@INPROCEEDINGS{benedek_ICIP07,
	author = { Benedek, C. and Szirányi, T. and Kato, Z. and Zerubia, J. },
	title = { A Multi-Layer MRF Model for Object-Motion Detection in Unregistered Airborne Image-Pairs },
	year = { 2007 },
	month = { septembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	volume = { 6 },
	pages = { 141--144 },
	address = { San Antonio, Texas, USA },
	url = { http://ieeexplore.ieee.org/search/srchabstract.jsp?arnumber=4379541&isnumber=4379494&punumber=4378863&k2dockey=4379541@ieeecnfs&query=%28benedek+%3Cin%3E+metadata%29+%3Cand%3E+%284379494+%3Cin%3E+isnumber%29&pos=0 },
	pdf = { http://web.eee.sztaki.hu/~bcsaba/Publications/Pdf/benedek_icip2007.pdf },
	keyword = { Change detection, Aerial images, Camera motion, MRF }
 }

@INPROCEEDINGS{benedekICPR08,
	author = { Benedek, C. and Szirányi, T. },
	title = { A Mixed Markov Model for Change Detection in Aerial Photos with Large Time Differences },
	year = { 2008 },
	month = { décembre },
	booktitle = { Proc. International Conference on Pattern Recognition (ICPR) },
	address = { Tampa, USA },
	pdf = { http://hal.inria.fr/docs/00/35/91/16/PDF/benedekICPR08.pdf },
	keyword = { Aerial images, Change detection, mixed Markov models }
 }

@INPROCEEDINGS{Kulikova07,
	author = { Kulikova, M. S. and Mani, M. and Srivastava, A. and Descombes, X. and Zerubia, J. },
	title = { Tree Species Classification Using Radiometry, Texture and Shape Based Features },
	year = { 2007 },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	pdf = { http://hal.archives-ouvertes.fr/docs/00/46/55/05/PDF/Kulikova_EUSIPCO2007.pdf },
	keyword = { shape based features, SVM, tree classification }
 }

@INPROCEEDINGS{ElGhoul09a,
	author = { El Ghoul, A. and Jermyn, I. H. and Zerubia, J. },
	title = { Inflection point model under phase field higher-order active contours for network extraction from VHR satellite images },
	year = { 2009 },
	month = { août },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	address = { Glasgow, Scotland },
	url = { http://hal.inria.fr/inria-00390446/fr/ },
	pdf = { http://hal.inria.fr/docs/00/39/04/46/PDF/eusipco09aymenelghoul.pdf },
	keyword = { Geometric prior, Forme, Contour actif d'ordre supérieur, Champ de Phase, remote sensing }
 }

@INPROCEEDINGS{luka09,
	author = { Lukashevish, P. and Kraushonak, A. and Descombes, X. and Durou, J.D. and Zalessky, B. and Zhizhina, E. },
	title = { Reconstruction 3D du bâti par la technique des ombres chinoises },
	year = { 2009 },
	month = { novembre },
	booktitle = { GRETSI  Dijon },
	address = { Dijon, France },
	url = { http://hal.inria.fr/inria-00399208/fr/ },
	keyword = { Reconstruction en 3D }
 }

@INPROCEEDINGS{lafarge_bmvc09,
	author = { Lafarge, F. and Keriven, R. and Brédif, M. },
	title = { Combining meshes and geometric primitives for accurate and semantic modeling },
	year = { 2009 },
	month = { novembre },
	booktitle = { Proc. British Machine Vision Conference (BMVC) },
	address = { London, U.K. },
	url = { http://recherche.ign.fr/labos/matis/pdf/articles_conf/2009/bmvc_final_09.pdf }
 }

@INPROCEEDINGS{ppankajakshan09a,
	author = { Pankajakshan, P. and Blanc-Féraud, L. and Kam, Z. and Zerubia, J. },
	title = { Point-spread function retrieval for fluorescence microscopy },
	year = { 2009 },
	month = { juin },
	booktitle = { Proc. IEEE International Symposium on Biomedical Imaging (ISBI) },
	publisher = { IEEE },
	organization = { IEEE },
	address = { Boston, USA },
	pdf = { http://hal.inria.fr/docs/00/39/55/34/PDF/pankajakshan.pdf },
	keyword = { fluorescence microscopy, point spread function, Algorithme EM, Deconvolution }
 }

@INPROCEEDINGS{GRAZIANI_ISBI2009,
	author = { Graziani, D. and Blanc-Féraud, L. and Aubert, G. },
	title = { A new variational method to detect points in biological images },
	year = { 2009 },
	month = { juin },
	booktitle = { ISBI'09 },
	organization = { IEEE International Symposium on Biomedical Imaging },
	address = { Boston, USA },
	url = { http://dx.doi.org/10.1109/ISBI.2009.5193301 },
	keyword = { Images biologiques, points detection, Gamma-convergence }
 }

@INPROCEEDINGS{lafarge_bmvc08,
	author = { Lafarge, F. and Gimel'farb, G. },
	title = { Texture representation by geometric objects using a jump-diffusion process },
	year = { 2008 },
	month = { novembre },
	booktitle = { Proc. British Machine Vision Conference (BMVC) },
	address = { Leeds, U.K. },
	url = { http://www.comp.leeds.ac.uk/bmvc2008/proceedings/papers/86.pdf }
 }

@INPROCEEDINGS{ElGhoul09b,
	author = { El Ghoul, A. and Jermyn, I. H. and Zerubia, J. },
	title = { A phase field higher-order active contour model of directed networks },
	year = { 2009 },
	month = { septembre },
	booktitle = { 2nd IEEE Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment, at ICCV },
	address = { Kyoto, Japan },
	url = { https://hal.inria.fr/inria-00409910 },
	pdf = { http://hal.inria.fr/docs/00/40/99/10/PDF/nordia09aymenelghoul.pdf },
	keyword = { Geometric prior, Forme, Higher-order actif contours, Champ de Phase, Directed networks }
 }

@INPROCEEDINGS{IGARSSCarlavan09,
	author = { Carlavan, M. and Weiss, P. and Blanc-Féraud, L. and Zerubia, J. },
	title = { Complex wavelet regularization for solving inverse problems in remote sensing },
	year = { 2009 },
	month = { juillet },
	booktitle = { Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS) },
	address = { Cape Town, South Africa },
	url = { http://www.math.univ-toulouse.fr/~weiss/Publis/Conferences/IGARSS09.pdf },
	pdf = { http://www.math.univ-toulouse.fr/~weiss/Publis/Conferences/IGARSS09.pdf },
	keyword = { Deconvolution, Dual smoothing, nesterov scheme, remote sensing, wavelet }
 }

@INPROCEEDINGS{Blaskovics09,
	author = { Blaskovics, T. and Kato, Z. and Jermyn, I. H. },
	title = { A markov random field model for extracting near-circular shapes },
	year = { 2009 },
	month = { novembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Cairo, Egypt },
	pdf = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5413472 },
	keyword = { Segmentation, Markov Random Fields, Shape prior }
 }

@INPROCEEDINGS{ChatelainEMMCVPR09,
	author = { Chatelain, F. and Descombes, X. and Zerubia, J. },
	title = { Parameter estimation for marked point processes. Application to object extraction from remote sensing images. (poster) },
	year = { 2009 },
	month = { août },
	booktitle = { Proc. Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR) },
	address = { Bonn, Germany },
	url = { http://link.springer.com/chapter/10.1007%2F978-3-642-03641-5_17 }
 }

@INPROCEEDINGS{KRA-09,
	author = { Descombes, X. and Kraushonak, A. and Lukashevish, P. and Zalessky, B. },
	title = { Fast Realization of Digital Elevation Model  },
	year = { 2009 },
	month = { mai },
	booktitle = { PRIP  },
	pages = { 156-160 },
	address = { Minsk, Belarus },
	url = { http://www.iapr.org/members/newsletter/Newsletter09-03/index_files/Page420.htm },
	pdf = { https://hal.inria.fr/inria-00423678/document }
 }

@INPROCEEDINGS{GRETSICarlavan09,
	author = { Carlavan, M. and Weiss, P. and Blanc-Féraud, L. and Zerubia, J. },
	title = { Algorithme rapide pour la restauration d'image régularisée sur les coefficients d'ondelettes },
	year = { 2009 },
	month = { septembre },
	booktitle = { Proc. Symposium on Signal and Image Processing (GRETSI) },
	address = { Dijon, France },
	url = { http://www.math.univ-toulouse.fr/~weiss/Publis/Conferences/CarlavanGretsi09.pdf },
	pdf = { http://www.math.univ-toulouse.fr/~weiss/Publis/Conferences/CarlavanGretsi09.pdf },
	keyword = { Deconvolution, nesterov scheme, Ondelettes, l1 norm }
 }

@INPROCEEDINGS{Kulikova10a,
	author = { Kulikova, M. S. and Jermyn, I. H. and Descombes, X. and Zhizhina, E. and Zerubia, J. },
	title = { Extraction of arbitrarily shaped objects using stochastic multiple birth-and-death dynamics and active contours },
	year = { 2010 },
	month = { janvier },
	booktitle = { Proc. IS&T/SPIE Electronic Imaging },
	address = { San Jose, USA },
	pdf = { http://hal.archives-ouvertes.fr/docs/00/46/54/72/PDF/Kulikova_SPIE2010.pdf },
	keyword = { Extraction d'objets, Processus ponctuels marques, Shape prior, Contour actif, birth-and-death dynamics }
 }

@INPROCEEDINGS{Kulikova09a,
	author = { Kulikova, M. S. and Jermyn, I. H. and Descombes, X. and Zhizhina, E. and Zerubia, J. },
	title = { A marked point process model with strong prior shape information for extraction of multiple, arbitrarily-shaped objects },
	year = { 2009 },
	month = { décembre },
	booktitle = { Proc. IEEE SITIS },
	publisher = { IEEE Computer Society },
	address = { Marrakech, Maroc },
	pdf = { http://hal.inria.fr/docs/00/43/63/20/PDF/PID1054029.pdf },
	keyword = { Extraction d'objets, Processus ponctuels marques, Shape prior, Contour actif, multiple birth-and-death dynamics }
 }

@INPROCEEDINGS{lafarge_cvpr10,
	author = { Lafarge, F. and Keriven, R. and Brédif, M. and Vu, H. },
	title = { Hybrid Multi-view Reconstruction by Jump-Diffusion },
	year = { 2010 },
	month = { juin },
	booktitle = { Proc. IEEE Computer Vision and Pattern Recognition (CVPR) },
	address = { San Franscico, U.S. },
	pdf = { http://certis.enpc.fr/publications/papers/CVPR10a.pdf }
 }

@INPROCEEDINGS{Fatih09,
	author = { Arslan, F. and Descombes, X. and Zerubia, J. },
	title = { Object extraction from high resolution SAR images using a birth and death dynamics },
	year = { 2009 },
	month = { novembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Cairo, Egypt },
	url = { http://dx.doi.org/10.1109/ICIP.2009.5413907 },
	keyword = { High resolution SAR images, Extraction d'objets, Processus ponctuels marques, birth and death process }
 }

@INPROCEEDINGS{Nabil09,
	author = { Hajj Chehade, N. and Boureau, JG. and Vidal, C. and Zerubia, J. },
	title = { Multi-class SVM for forestry classification },
	year = { 2009 },
	month = { novembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Cairo, Egypt },
	url = { http://dx.doi.org/10.1109/ICIP.2009.5413395 },
	keyword = { Support Vector Machines, texture segmentation, Haralick feature, remote sensing, Forest vegetation }
 }

@INPROCEEDINGS{cha09a,
	author = { Chatelain, F. and Descombes, X. and Zerubia, J. },
	title = { Estimation des paramètres de processus ponctuels  marqués dans le cadre de l'extraction d’objets en imagerie de télédétection },
	year = { 2009 },
	month = { novembre },
	booktitle = { Proc. Symposium on Signal and Image Processing (GRETSI) },
	address = { Dijon, France },
	url = { http://hal.inria.fr/inria-00399258/fr/ }
 }

@INPROCEEDINGS{bel09,
	author = { Belmudez, B. and Prinet, V. and Yao, J.F. and Bouthemy, P. and Descombes, X. },
	title = { Conditional mixed-state model for structural change analysis from very high resolution optical images },
	year = { 2009 },
	month = { juillet },
	booktitle = { IGARSS },
	address = { Cape Town, South Africa },
	url = { http://hal.archives-ouvertes.fr/inria-00398062/ },
	keyword = { Change detection, mixed Markov models }
 }

@INPROCEEDINGS{mallet_icip09,
	author = { Mallet, C. and Lafarge, F. and Bretar, F. and Soergel, U. and Heipke, C. },
	title = { Lidar Waveform Modeling using a Marked Point Process },
	year = { 2009 },
	month = { novembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Cairo, Egypt },
	url = { http://dx.doi.org/10.1109/ICIP.2009.5413380 },
	keyword = { 3D point cloud, Lidar, Marked point process, RJMCMC }
 }

@INPROCEEDINGS{l_lines_icpr08,
	author = { Fournier, A. and Weiss, P. and Blanc-Féraud, L. and Aubert, G. },
	title = { A contrast equalization procedure for change detection algorithms: applications to remotely sensed images of urban areas },
	year = { 2008 },
	month = { décembre },
	booktitle = { International Conference on Pattern Recognition (ICPR) },
	address = { Tampa, USA },
	url = { http://www.math.univ-toulouse.fr/~weiss/Publis/Conferences/icpr2008.pdf },
	pdf = { http://www.math.univ-toulouse.fr/~weiss/Publis/Conferences/icpr2008.pdf },
	keyword = { Change detection, Level Lines, remote sensing }
 }

@INPROCEEDINGS{benedekWacv09,
	author = { Benedek, C. and Descombes, X. and Zerubia, J. },
	title = { Building Extraction and Change Detection in Multitemporal Remotely Sensed Images with Multiple Birth and Death Dynamics },
	year = { 2009 },
	month = { décembre },
	booktitle = { IEEE Workshop on Applications of Computer Vision (WACV) },
	pages = { 100-105 },
	address = { Snowbird, Utah, USA },
	pdf = { http://hal.archives-ouvertes.fr/docs/00/42/66/18/PDF/benedekWACV09.pdf },
	keyword = { Processus ponctuels marques, Change detection, Aerial images, Building extraction, Imagerie satellitaire }
 }

@INPROCEEDINGS{ICASSP10,
	author = { Aubert, G. and Baudour, A. and Blanc-Féraud, L. and Guillot, L. and Le Guilloux, Y. },
	title = { Detection and tracking of threats in aerial infrared images by a minimal path approach },
	year = { 2010 },
	month = { mars },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	address = { Dallas, Texas, USA },
	pdf = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5495518 }
 }

@INPROCEEDINGS{MorrisICIP97,
	author = { Morris, R. and Descombes, X. and Zerubia, J. },
	title = {  Fully Bayesian image segmentation-an engineering perspective },
	year = { 1997 },
	month = { octobre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	volume = { 3 },
	pages = { 54-57 },
	address = { Santa Barbara, CA, USA },
	pdf = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=631978&isnumber=13718 },
	keyword = { Bayes methods, Markov processes, Monte Carlo methods, Image sampling, Image segmentation }
 }

@INPROCEEDINGS{sbenhadj10a,
	author = { Ben Hadj, S. and Chatelain, F. and Descombes, X. and Zerubia, J. },
	title = { Parameter estimation for a marked point process within a framework of multidimensional shape extraction from remote sensing images },
	year = { 2010 },
	month = { septembre },
	booktitle = { Proc. ISPRS Technical Commission III Symposium on Photogrammetry Computer Vision and Image Analysis (PCV) },
	address = { Paris, France },
	url = { http://hal.archives-ouvertes.fr/docs/00/52/63/45/PDF/ISPRS_SBH_FC_XD_JZ_Final2.pdf },
	keyword = { Shape extraction, Processus ponctuels marques, RJMCMC, Recuit Simule, EM Stochastique (SEM) }
 }

@INPROCEEDINGS{sp01,
	author = { Prigent, S. and Descombes, X. and Zugaj, D. and Zerubia, J. },
	title = { Spectral Analysis and Unsupervised SVM Classification for Skin Hyper-pigmentation Classification },
	year = { 2010 },
	month = { juin },
	booktitle = { Proc. IEEE Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing (WHISPERS) },
	address = { Reykjavik, Iceland },
	pdf = { http://hal.inria.fr/docs/00/49/55/60/PDF/whispers2010_submission_124.pdf },
	keyword = { Sectral analysis, Data reduction, Projection pursuit, Support Vector Machines, skin hyper-pigmentation }
 }

@INPROCEEDINGS{krylovMaxEnt10,
	author = { Krylov, V. and Moser, G. and Serpico, S.B. and Zerubia, J. },
	title = { Multichannel SAR Image Classification by Finite Mixtures, Copula Theory and Markov Random Fields },
	year = { 2010 },
	month = { juillet },
	booktitle = { Proc. of Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2010) },
	volume = { 1305 },
	pages = { 319-326 },
	address = { Chamonix, France },
	url = { http://hal.archives-ouvertes.fr/inria-00495557/en/ },
	pdf = { http://hal.archives-ouvertes.fr/docs/00/49/55/57/PDF/krylov_MaxEnt2010.pdf },
	keyword = { multichannel SAR, Classification, probability density function estimation, Markov random field, copula }
 }

@INPROCEEDINGS{Zhou10,
	author = { Zhou, J. and Proisy, C. and Descombes, X. and Hedhli, I. and Barbier, N. and Zerubia, J. and Gastellu-Etchegorry, J.-P. and Couteron, P. },
	title = { Tree crown detection in high resolution optical and LiDAR images of tropical forest },
	year = { 2010 },
	month = { septembre },
	booktitle = { Proc. SPIE Symposium on Remote Sensing },
	address = { Toulouse, France },
	url = { http://dx.doi.org/10.1117/12.865068 },
	keyword = { Tropical forest, tree detection, Marked point process }
 }

@INPROCEEDINGS{sp02,
	author = { Prigent, S. and Descombes, X. and Zugaj, D. and Martel, P. and Zerubia, J. },
	title = { Multi-spectral Image Analysis for Skin Pigmentation Classification },
	year = { 2010 },
	month = { septembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Hong-Kong, China },
	pdf = { http://hal.inria.fr/docs/00/49/94/92/PDF/Article_ICIP.pdf },
	keyword = { skin hyper-pigmentation, Multi-spectral images, Support Vector Machines, Independant Component Analysis, Data reduction }
 }

@INPROCEEDINGS{MBC_MPP_SITIS10,
	author = { Gamal Eldin, A. and Descombes, X. and Zerubia, J. },
	title = { Multiple Birth and Cut Algorithm for Point Process Optimization },
	year = { 2010 },
	month = { décembre },
	booktitle = { Proc. IEEE International Conference on Signal-Image Technology and Internet-based Systems (SITIS) },
	address = { Kuala Lumpur, Malaysia },
	url = { http://hal.archives-ouvertes.fr/inria-00516305/fr/ },
	keyword = { Multiple Birth and Cut, Graph Cut, Multiple Birth and Death, Processus ponctuels marques }
 }

@INPROCEEDINGS{benedekICPR10,
	author = { Benedek, C. and Descombes, X. and Zerubia, J. },
	title = { Building Detection in a Single Remotely Sensed Image with a Point Process of Rectangles },
	year = { 2010 },
	month = { août },
	booktitle = { Proc. International Conference on Pattern Recognition (ICPR) },
	address = { Istanbul, Turkey },
	pdf = { http://hal.archives-ouvertes.fr/inria-00481019/en/ },
	keyword = { Processus ponctuels marques, multiple birth-and-death dynamics, Building extraction }
 }

@INPROCEEDINGS{KrylovSPIE09,
	author = { Krylov, V. and Moser, G. and Serpico, S.B. and Zerubia, J. },
	title = { Dictionary-based probability density function estimation for high-resolution SAR data },
	year = { 2009 },
	month = { janvier },
	booktitle = { Proc. of SPIE (IS&T/SPIE Electronic Imaging 2009) },
	volume = { 7246 },
	pages = { 72460S },
	address = { San Jose, USA },
	url = { http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=812524 },
	pdf = { http://hal.archives-ouvertes.fr/inria-00361384/en/ },
	keyword = { SAR image, Probability density function, parametric estimation, finite mixture models, EM Stochastique (SEM) }
 }

@INPROCEEDINGS{moserSPIE2010a,
	author = { Moser, G. and Krylov, V. and Serpico, S.B. and Zerubia, J. },
	title = { High resolution SAR-image classification by Markov random fields and finite mixtures },
	year = { 2010 },
	month = { janvier },
	booktitle = { Proc. of SPIE (IS&T/SPIE Electronic Imaging 2010) },
	volume = { 7533 },
	pages = { 753308 },
	address = { San Jose, USA },
	url = { http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=776565 },
	pdf = { http://hal.archives-ouvertes.fr/inria-00442348/en/ },
	keyword = { SAR image classification, Dictionnaire, amplitude probability density, EM Stochastique (SEM), Markov random field, copula }
 }

@INPROCEEDINGS{Gaetano2010,
	author = { Gaetano, R. and Scarpa, G. and Sziranyi, T. },
	title = { Graph-based Analysis of Textured Images for Hierarchical Segmentation },
	year = { 2010 },
	month = { août },
	booktitle = { Proc. British Machine Vision Conference (BMVC) },
	address = { Aberystwyth, UK },
	url = { http://hal.archives-ouvertes.fr/inria-00506596 }
 }

@INPROCEEDINGS{Elghoul10a,
	author = { El Ghoul, A. and Jermyn, I. H. and Zerubia, J. },
	title = { Segmentation of networks  from VHR remote sensing images using a directed phase field HOAC model },
	year = { 2010 },
	month = { septembre },
	booktitle = { Proc. ISPRS Technical Commission III Symposium on Photogrammetry Computer Vision and Image Analysis (PCV) },
	address = { Paris, France },
	pdf = { https://hal.inria.fr/inria-00491017 },
	keyword = { Champ de Phase, Shape prior, Directed networks, Road network extraction, river extraction, remote sensing }
 }

@INPROCEEDINGS{ChauxGRETSI09,
	author = { Chaux, C. and Blanc-Féraud, L. },
	title = { Estimation d'hyperparamètres pour la résolution de problèmes inverses à l'aide d'ondelettes },
	year = { 2009 },
	month = { septembre },
	booktitle = { Proc. Symposium on Signal and Image Processing (GRETSI) },
	address = { Dijon, France },
	url = { http://hdl.handle.net/2042/28911 }
 }

@INPROCEEDINGS{PWEISS_Eusipco,
	author = { Weiss, P. and Blanc-Féraud, L. },
	title = { A proximal method for inverse problems in image processing },
	year = { 2009 },
	month = { août },
	booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
	address = { Glasgow, Scotland },
	url = { http://www.math.univ-toulouse.fr/~weiss/Publis/Conferences/Eusipco09.pdf },
	pdf = { http://www.math.univ-toulouse.fr/~weiss/Publis/Conferences/Eusipco09.pdf },
	keyword = { Extragradient method, proximal method, Decomposition d'images, Meyer's model, convergence rate }
 }

@INPROCEEDINGS{Elghoul10b,
	author = { El Ghoul, A. and Jermyn, I. H. and Zerubia, J. },
	title = { A theoretical and numerical study of a phase field higher-order active contour model of directed networks },
	year = { 2010 },
	month = { novembre },
	booktitle = { The Tenth Asian Conference on Computer Vision (ACCV) },
	address = { Queenstown, New Zealand },
	pdf = { http://hal.archives-ouvertes.fr/inria-00522443/fr/ },
	keyword = { Champ de Phase, Shape prior, Directed networks, Stability analysis, river extraction, remote sensing }
 }

@INPROCEEDINGS{Pierre Weiss,
	author = { Weiss, P. and Blanc-Féraud, L. and Aubert, G. },
	title = { Sur la complexite et la rapidite d’algorithmes pour la minimisation de la variation totale sous contraintes },
	year = { 2007 },
	month = { septembre },
	booktitle = { Proc. Symposium on Signal and Image Processing (GRETSI) },
	address = { Troyes, France },
	url = { http://www.math.univ-toulouse.fr/~weiss/Publis/Conferences/Gretsi_WeissBlancFeraudAubert_2010.PDF },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_Pierre Weiss.pdf },
	keyword = { l1 norm minimization, compression noise denoising, optimal algorithm, convex analysis, Variation totale, nesterov scheme }
 }

@INPROCEEDINGS{7830-23,
	author = { Voisin, A. and Moser, G. and Krylov, V. and Serpico, S.B. and Zerubia, J. },
	title = { Classification of very high resolution SAR images of urban areas by dictionary-based mixture models, copulas and Markov random fields using textural features },
	year = { 2010 },
	month = { septembre },
	booktitle = { Proc. of SPIE (SPIE Symposium on Remote Sensing 2010) },
	volume = { 7830 },
	address = { Toulouse, France },
	url = { http://hal.archives-ouvertes.fr/inria-00516333/en },
	pdf = { http://hal.archives-ouvertes.fr/docs/00/51/63/33/PDF/Classification_of_VHR_SAR_SPIE_sept2010_Toulouse_Voisin.pdf },
	keyword = { Images SAR, Supervised classification, Zones urbaines, Textural features, Copulas, Markov Random Fields }
 }

@INPROCEEDINGS{PWEISS_SAMPTA09,
	author = { Weiss, P. and Carlavan, M. and Blanc-Féraud, L. and Zerubia, J. },
	title = { Smoothing techniques for convex problems. Applications in image processing },
	year = { 2009 },
	month = { mai },
	booktitle = { Proc. SAMPTA (international conference on Sampling Theory and Applications) },
	address = { Marseille, France },
	url = { http://www.math.univ-toulouse.fr/~weiss/Publis/Conferences/Eusipco09.pdf },
	pdf = { http://www.math.univ-toulouse.fr/~weiss/Publis/Conferences/Sampta09.pdf },
	keyword = { nesterov scheme, convergence rate, Dual smoothing }
 }

@INPROCEEDINGS{prigent11a,
	author = { Prigent, S. and Zugaj, D. and Descombes, X. and Martel, P. and Zerubia, J. },
	title = { Estimation of an optimal spectral band combination to evaluate skin disease treatment efficacy using multi-spectral images },
	year = { 2011 },
	month = { septembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Brussels, Belgium },
	pdf = { http://hal.inria.fr/docs/00/59/06/94/PDF/icip_final.pdf }
 }

@INPROCEEDINGS{NCMIP11,
	author = { Carlavan, M. and Blanc-Féraud, L. },
	title = { Regularizing parameter estimation for Poisson noisy image restoration },
	year = { 2011 },
	month = { mai },
	booktitle = { International ICST Workshop on New Computational Methods for Inverse Problems },
	address = { Paris, France },
	url = { http://hal.inria.fr/inria-00590906/fr/ },
	keyword = { Parameter estimation, discrepancy principle, Poisson noise }
 }

@INPROCEEDINGS{ICIP2011_Carlavan,
	author = { Carlavan, M. and Blanc-Féraud, L. },
	title = { Two constrained formulations for deblurring Poisson noisy images },
	year = { 2011 },
	month = { septembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Brussels, Belgium },
	url = { http://hal.inria.fr/inria-00591035/fr/ },
	keyword = { Poisson deconvolution, discrepancy principle, constrained convex optimization }
 }

@INPROCEEDINGS{MBC_ICIP11,
	author = { Gamal Eldin, A. and Descombes, X. and G., Charpiat and Zerubia, J. },
	title = { A fast multiple birth and cut algorithm using belief propagation },
	year = { 2011 },
	month = { septembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Brussels, Belgium },
	url = { http://hal.inria.fr/inria-00592446/fr/ },
	keyword = { Multiple Birth and Cut, multiple object extraction, Graph Cut, Belief Propagation }
 }

@INPROCEEDINGS{ICASSP_2011,
	author = { Gamal Eldin, A. and Descombes, X. and Zerubia, J. },
	title = { A novel algorithm for occlusions and perspective effects using a 3d object process },
	year = { 2011 },
	month = { mai },
	booktitle = { ICASSP 2011 (International Conference on Acoustics, Speech and Signal Processing) },
	address = { Prague, Czech Republic },
	url = { http://hal.inria.fr/inria-00592449/fr/ },
	keyword = { Occlusions, 3D object process, multiple object extraction, Multiple Birth and Death, Penguins Counting }
 }

@INPROCEEDINGS{ICASSP_Graziani11,
	author = { Graziani, D. and Blanc-Féraud, L. and Aubert, G. },
	title = { A new variational method for preserving point-like and curve-like singularities in 2d images },
	year = { 2011 },
	month = { mai },
	booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
	address = { Prague, Czech Republic },
	url = { http://hal.inria.fr/inria-00592603/fr/ },
	keyword = { Convex optimization, nesterov scheme, laplacian operator }
 }

@INPROCEEDINGS{PanjakshanASILOMAR2010,
	author = { Pankajakshan, P. and Kam, Z. and Dieterlen, A. and Engler, G. and Blanc-Féraud, L. and Zerubia, J. and Olivo-Marin, J.C. },
	title = { Point-spread function model for fluorescence MACROscopy imaging },
	year = { 2010 },
	month = { novembre },
	booktitle = { Asilomar Conference on Signals, Systems and Computers },
	pages = { 1364-136 },
	address = { Pacific Grove, CA, USA  },
	url = { http://hal.inria.fr/inria-00555940/ },
	keyword = { fluorescence MACROscopy ,  point-spread function, pupil function, vignetting  }
 }

@INPROCEEDINGS{PanjakshanISBI2011,
	author = { Pankajakshan, P. and Dieterlen, A. and Engler, G. and Kam, Z. and Blanc-Féraud, L. and Zerubia, J. and Olivo-Marin, J.C. },
	title = { Wavefront sensing for aberration modeling in fluorescence MACROscopy },
	year = { 2011 },
	month = { avril },
	booktitle = { Proc. IEEE International Symposium on Biomedical Imaging (ISBI) },
	address = { Chicago, USA },
	url = { http://hal.inria.fr/inria-00563988/en/ },
	keyword = { fluorescence MACROscopy , phase retrieval, field aberration }
 }

@INPROCEEDINGS{GaetanoDSP,
	author = { Gaetano, R. and Zerubia, J. and Scarpa, G. and Poggi, G. },
	title = { Morphological road segmentation in urban areas from high resolution satellite images },
	year = { 2011 },
	month = { juillet },
	booktitle = { International Conference on Digital Signal Processing },
	address = { Corfu, Greece },
	url = { http://hal.inria.fr/inria-00618222/fr/ },
	keyword = { Segmentation, Classification, skeletonization , pattern recognition, shape analysis }
 }

@INPROCEEDINGS{CarlavanGRETSI11,
	author = { Carlavan, M. and Blanc-Féraud, L. },
	title = { Formulation contrainte pour la déconvolution de bruit de Poisson },
	year = { 2011 },
	month = { septembre },
	booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
	address = { Bordeaux, France },
	url = { http://hal.inria.fr/inria-00602015/fr/ },
	keyword = { 3D confocal microscopy, constrained convex optimization, discrepancy principle, Poisson noise }
 }

@INPROCEEDINGS{lafarge_iccv11,
	author = { Lafarge, F. and Mallet, C. },
	title = { Building large urban environments from unstructured point data },
	year = { 2011 },
	month = { novembre },
	booktitle = { Proc. IEEE International Conference on Computer Vision (ICCV) },
	address = { Barcelona, Spain },
	pdf = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6126353 }
 }

@INPROCEEDINGS{fuzzy_segmentation10,
	author = { Gamal Eldin, A. and Salzenstein, Fabien and Collet, Christophe },
	title = { Hidden fuzzy Markov chain model with K discrete classes },
	year = { 2010 },
	month = { mai },
	booktitle = { Information Sciences Signal Processing and their Applications (ISSPA) },
	url = { http://hal.inria.fr/hal-00616372 },
	keyword = { hidden fuzzy Markov chain, multispectral image segmentation, parameterized joint density }
 }

@INPROCEEDINGS{inria-00592252,
	author = { Kayabol, K. and Voisin, A. and Zerubia, J. },
	title = { SAR image classification with non- stationary multinomial logistic mixture of amplitude and texture densities },
	year = { 2011 },
	month = { septembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	pages = { 173-176 },
	address = { Brussels, Belgium },
	url = { http://hal.inria.fr/inria-00592252/en/ },
	keyword = { High resolution SAR images, Classification, Texture, Multinomial logistic, Classification EM algorithm }
 }

@INPROCEEDINGS{isbi11,
	author = { Descombes, X. and Plouraboue, F. and Boustani Habdelhkim, El and Caroline, Fonta and Geraldine, |LeDuc and Raphael, Serduc and Timm, Weitkamp },
	title = { Brain tumor vascular network segmentation from micro-tomography },
	year = { 2011 },
	month = { avril },
	booktitle = { Internation Symposium of Biomedical Imaging (ISBI) },
	address = { Chicago, USA },
	url = { http://dx.doi.org/10.1109/ISBI.2011.5872596 },
	keyword = { Segmentation, Markov random field, Tomography, Brain, vascular network }
 }

@INPROCEEDINGS{VoisinGretsi2011,
	author = { Voisin, A. and Krylov, V. and Zerubia, J. },
	title = { Classification bayésienne supervisée d’images RSO de zones urbaines à très haute résolution },
	year = { 2011 },
	month = { septembre },
	booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
	address = { Bordeaux },
	url = { http://hal.inria.fr/inria-00623003/fr/ },
	keyword = { Images SAR, Classification, Zones urbaines, Champs de Markov, Modeles hierarchiques }
 }

@INPROCEEDINGS{SaimaGretsi11,
	author = { Ben Hadj, S. and Blanc-Féraud, L. },
	title = { Restauration d'image dégradée par un flou spatialement variant },
	year = { 2011 },
	month = { septembre },
	booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
	address = { Bordeaux, France },
	url = { http://hal.inria.fr/inria-00625519/fr/ }
 }

@INPROCEEDINGS{XavierGRETSI11,
	author = { Descombes, X. and Gamal Eldin, A. and Plouraboue, F. and Fonta, C. and Serduc, S. and Le Duc, G. and Weitkamp, T. },
	title = { Extraction et caractérisation de régions saines et pathologiques à partir de micro-tomographie RX du système vasculaire cérébral },
	year = { 2011 },
	month = { septembre },
	booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
	address = { Bordeaux, France },
	url = { http://hal.inria.fr/inria-00625525/fr/ }
 }

@INPROCEEDINGS{DurouGretsi11,
	author = { Durou, J.D. and Descombes, X. and Lukashevish, P. and Kraushonak, A. },
	title = { Reconstruction 3D du bâti à partir d'une seule image par naissances et morts multiples },
	year = { 2011 },
	month = { septembre },
	booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
	address = { Bordeaux, France },
	url = { http://hal.inria.fr/inria-00625527/fr/ }
 }

@INPROCEEDINGS{VerdieICIP11,
	author = { Verdié, Y. and Lafarge, F. and Zerubia, J. },
	title = { Generating compact meshes under planar constraints: an automatic approach for modeling buildings lidar },
	year = { 2011 },
	month = { septembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Brussels, Belgium },
	url = { http://hal.inria.fr/inria-00605623/fr/ },
	keyword = { 3D-Modeling, shape analysis, Mesh processing }
 }

@INPROCEEDINGS{krylovCOMCAS11,
	author = { Krylov, V. and Zerubia, J. },
	title = { Synthetic Aperture Radar Image Classification via Mixture Approaches },
	year = { 2011 },
	month = { novembre },
	booktitle = { Proc. IEEE International Conference on Microwaves, Communications, Antennas and Electronic Systems (COMCAS) },
	address = { Tel Aviv, Israel },
	url = { http://www.ortra.biz/comcas/ },
	pdf = { http://hal.archives-ouvertes.fr/inria-00625551/en/ },
	keyword = { Radar a Ouverture Synthetique (SAR), remote sensing, high resolution, Classification, finite mixture models, generalized gamma distribution }
 }

@INPROCEEDINGS{perrin_icip05,
	author = { Perrin, G. and Descombes, X. and Zerubia, J. },
	title = { A Marked Point Process Model for Tree Crown Extraction in Plantations },
	year = { 2005 },
	month = { septembre },
	booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
	address = { Genoa, Italy },
	pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/perrin_icip05.pdf },
	ps = { ftp://ftp-sop.inria.fr/ariana/Articles/perrin_icip05.ps.gz },
	keyword = { Geometrie stochastique, RJMCMC, Extraction de Houppiers, Extraction d'objets, Processus ponctuels marques }
 }

@INPROCEEDINGS{Kayabol12,
	author = { Kayabol, K. and Zerubia, J. },
	title = { An hierarchical approach for model-based classification of SAR images },
	year = { 2012 },
	month = { avril },
	booktitle = { 20th Signal Processing and Communications Applications Conference },
	address = { Mugla, Turkey },
	url = { http://hal.inria.fr/hal-00686658 }
 }

@INPROCEEDINGS{EURASIP12,
	author = { Voisin, A. and Krylov, V. and Moser, G. and Serpico, S.B. and Zerubia, J. },
	title = { Classification of multi-sensor remote sensing images using an adaptive hierarchical Markovian model },
	year = { 2012 },
	month = { août },
	booktitle = { EURASIP },
	address = { Bucarest, Romania },
	url = { http://hal.inria.fr/hal-00723286 }
 }

@INPROCEEDINGS{Zhou11,
	author = { Zhou, J. and Proisy, C. and Descombes, X. and Zerubia, J. and Le Maire, G. and Nouvellon, Y. and Couteron, P. },
	title = { Tree crown detection in high resolution optical images during the early growth stages of eucalyptus plantations in Brazil },
	year = { 2011 },
	month = { novembre },
	booktitle = { Asian Conference on Pattern Recognition (ACPR) },
	address = { Beijing, China },
	url = { http://hal.inria.fr/hal-00740973 },
	keyword = { tree detection, Eucalyptus plantation, Marked point process, multi-date detection }
 }

@INPROCEEDINGS{IGARSS12,
	author = { Kayabol, K. and Zerubia, J. },
	title = { A Comparison of Texture and Amplitude based Unsupervised SAR Image Classifications for Urban Area Extraction },
	year = { 2012 },
	month = { juillet },
	booktitle = { IEEE International Geoscience and Remote Sensing Symposium },
	pages = { 4054-4057 },
	address = { Munich, Germany },
	url = { http://hal.inria.fr/hal-00697172 }
 }



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