@TechReport{Boukir92b, 
	Author = {Boukir, S. and Bouthemy, P. and Chaumette, F. and Juvin, D.},
	Title = {Mise en correspondance de segments dans une séquence d'images par une approche locale},
	Number = {1792},
	Institution = {INRIA},
	Month = {October},
	Year = {1992}
} 


@InProceedings{Boukir92c, 
	Author = {Boukir, S. and Chaumette, F. and Bouthemy, P. and Juvin, D.},
	Title = {An active robot vision system for real-time 3D structure recovery},
	BookTitle = {IFAC Workshop on Intelligent Autonomous Vehicles},
	Pages = {139--144},
	Address = {Southampton, UK},
 	Month = {April},
	Year = {1993}
} 


@InProceedings{Boukir93a, 
	Author = {Boukir, S. and Bouthemy, P. and Chaumette, F. and Juvin, D.},
	Title = {Suivi de segment temps réel dans un contexte de vision active},
	BookTitle = {2ème Conf. sur l'interface des mondes réels et virtuels},
	Pages = {35--44},
	Address = {Montpellier, France},
 	Month = {March},
	Year = {1993}
} 


@InProceedings{Boukir93c, 
	Author = {Boukir, S. and Bouthemy, P. and Chaumette, F. and Juvin, D.},
	Title = {Real-time contour matching over time in an active vision context},
	BookTitle = {8th Scandinavian Conference on Image Analysis, SCIA'93},
	Pages = {113--120},
	Address = {Tromsö, Norway},
 	Month = {May},
	Year = {1993}
} 


@article{Bouthemy84a, 
	Author = {Bouthemy, P. and Benveniste, A.},
	Title = {Modeling of atmospheric disturbances in meteorological pictures},
	Journal = {IEEE Trans. on Pattern Analysis and Machine Intelligence},
	Volume = {6},
	Number = {5},
	Pages = {587--600},
	Month = {September},
	Year = {1984}
} 


@article{Bouthemy87a, 
	Author = {Bouthemy, P.},
	Title = {Estimation et structuration d'indices spatio-temporels pour l'analyse du mouvement dans une séquence d'images},
	Journal = {Traitement du signal},
	Volume = {4},
	Number = {3},
	Pages = {239--257},
	Year = {1987}
} 


@article{Bouthemy88a, 
	Author = {Bouthemy, P.},
	Title = {Modèles et méthodes pour l'analyse du mouvement dans une séquence d'images},
	Journal = {Technique et Science Informatiques},
	Volume = {7},
	Number = {6},
	Pages = {527--546},
	Month = {June},
	Year = {1988}
} 


@article{Bouthemy89, 
	Author = {Bouthemy, P.},
	Title = {A Maximum Likelihood Framework for Determining Moving Edges},
	Journal = {IEEE trans on Pattern Analysis and Machine Intelligence},
	Volume = {	 11},
	Number = {5},
	Pages = {499--511},
	Month = {May},
	Year = {1989}
} 


@article{Bouthemy90a, 
	Author = {Francois, E. and Bouthemy, P.},
	Title = {Derivation of qualitative information in motion analysis},
	Journal = {Image and Vision Computing Journal},
	Volume = {8},
	Number = {4},
	Pages = {279--287},
	Month = {November},
	Year = {1990}
} 


@article{Bouthemy93, 
	Author = {Bouthemy, P. and Francois, E.},
	Title = {Motion segmentation and qualitative dynamic scene analysis from an image sequence},
	Journal = {Int. Journal of Computer Vision},
	Volume = {10},
	Number = {2},
	Pages = {157--182},
	Month = {April},
	Year = {1993}
} 


@article{Bouthemy93a, 
	Author = {Bouthemy, P. and Lalande, P.},
	Title = {Recovery of moving object masks in an image sequence using local spatiotemporal contextual information},
	Journal = {Optical Engineering},
	Volume = {32},
	Number = {6},
	Pages = {1205--1212},
	Month = {June},
	Year = {1993}
} 


@article{Heitz93, 
	Author = {Heitz, F. and Bouthemy, P.},
	Title = {Multimodal estimation of discontinuous optical flow using Markov random fields},
	Journal = {IEEE Trans. on Pattern Analysis and Machine Intelligence},
	Volume = {15},
	Number = {12},
	Pages = {1217--1232},
	Month = {December},
	Year = {1993}
} 


@InProceedings{Memin, 
	Author = {Heitz, F. and Mémin, E. and Bouthemy, P.},
	Title = {Markov Random Fields and Parallel Algorithms for 2D Motion Analysis},
	BookTitle = {Imacs World Congress on Computation and Applied Mathematics},
	Address = {Dublin, Eire},
 	Month = {January},
	Year = {1991}
} 


@article{Mitiche85a, 
	Author = {Mitiche, A. and Bouthemy, P.},
	Title = {Tracking modelled objects using binocular images},
	Journal = {Computer Vision, Graphics and Image Processing},
	Volume = {32},
	Number = {3},
	Pages = {384--396},
	Month = {December},
	Year = {1985}
} 


@InProceedings{Perez92c, 
	Author = {Pérez, P. and Heitz, F. and Bouthemy, P.},
	Title = {Global Bayesian estimation, constrained multiscale Markov random fields and the analysis of visual motion},
	BookTitle = {Maximum Entropy and Bayesian Methods},
	editor = {Mohammad-Djafari, A. and Demoments, G.},
	Publisher = {Kluwer Academic Publisher},
	Address = {Paris, France},
 	Month = {July},
	Year = {1992}
} 


@Misc{Sundar93, 
	Author = {Sundareswaran, V. and Bouthemy, P. and Chaumette, F.},
	Title = {Active camera alignment by visual servoing},
	BookTitle = {4ème journées Orasis},
	Pages = {17--20},
	Address = {Mulhouse, France},
 	Month = {October},
	Year = {1993}
} 


@InProceedings{Bascle94a, 
	Author = {Bascle, B. and Bouthemy, P. and Deriche, R. and Meyer, F.},
	Title = {Tracking complex primitives in an image sequence},
	BookTitle = {12th Int. Conf. on Pattern Recognition, ICPR'94},
	Address = {Jerusalem, Israel},
 	Month = {October},
	Year = {1994}
} 


@InProceedings{Bouthemy96a, 
	Author = {Bouthemy, P. and Ganansia, F.},
	Title = {Video partitioning and camera motion characterization for content-based video indexing},
	BookTitle = {Proc. 3rd IEEE Int. Conf. Image Processing},
	Address = {Lausanne, Switzerland},
 	Month = {September},
	Year = {1996}
} 


@InProceedings{Chaumette94a, 
	Author = {Chaumette, F. and Boukir, S. and Bouthemy, P. and Juvin, D.},
	Title = {Optimal estimation of 3D structures using visual servoing},
	BookTitle = {IEEE Conf. Computer Vision and Pattern Recognition, CVPR'94},
	Pages = {347--354},
	Address = {Seattle, Washington},
 	Month = {June},
	Year = {1994}
} 


@article{Chaumette96a, 
	Author = {Chaumette, F. and Boukir, S. and Bouthemy, P. and Juvin, D.},
	Title = {Structure from controlled motion},
	Journal = {IEEE Trans. on Pattern Analysis and Machine Intelligence},
	Volume = {18},
	Number = {5},
	Pages = {492--504},
	Month = {May},
	Year = {1996}
} 


@InProceedings{Cloutier94a, 
	Author = {Cloutier, L. and Mitiche, A. and Bouthemy, P.},
	Title = {Segmentation and estimation of image motion by a robust method},
	BookTitle = {1st IEEE Conf. on Image Processing, ICIP'94},
	Address = {Austin, Texas},
 	Month = {November},
	Year = {1994}
} 


@InProceedings{Collet95a, 
	Author = {Collet, C. and Thourel, P. and Bouthemy, P. and Pérez, P.},
	Title = {Détection d'ombres sur images sonar par une analyse multirésolution et une modélisation markovienne},
	BookTitle = {Proc. 15ème Colloque GRETSI},
	Address = {Juan-les-Pins, France},
 	Month = {September},
	Year = {1995}
} 


@InProceedings{Collet95b, 
	Author = {Thourel, P. and Collet, C. and Bouthemy, P. and Pérez, P.},
	Title = {Multiresolution analysis and MRF modeling applied to the segmentation of shadows in sonar pictures},
	BookTitle = {Proc. 2nd Asian Conf. on Computer Vision},
	Address = {Singapore},
 	Month = {December},
	Year = {1995}
} 


@InProceedings{Collet96a, 
	Author = {Collet, C. and Thourel, P. and Pérez, P. and Bouthemy, P.},
	Title = {Hierarchical MRF modeling for sonar picture segmentation},
	BookTitle = {Proc. 3rd IEEE Int. Conf. Image Processing},
	Address = {Lausanne, Switzerland},
 	Month = {September},
	Year = {1996}
} 


@InProceedings{GiaiCheca94a, 
	Author = {Giai-Checa, B. and Bouthemy, P. and Viéville, T.},
	Title = {Segment-based detection of moving objects in a sequence of images},
	BookTitle = {12th Int. Conf. on Pattern Recognition, ICPR'94},
	Address = {Jerusalem, Israel},
 	Month = {October},
	Year = {1994}
} 


@article{Heitz94b, 
	Author = {Heitz, F. and Pérez, P. and Bouthemy, P.},
	Title = {Multiscale minimization of global energy functions in some visual recovery problems},
	Journal = {CVGIP : Image Understanding},
	Volume = {59},
	Number = {1},
	Pages = {125--134},
	Month = {January},
	Year = {1994}
} 


@InProceedings{Hennebert95a, 
	Author = {Hennebert, C. and Rebuffel, V. and Bouthemy, P.},
	Title = {Spatio-temporal structuration of a textured scene based on motion and depth criteria},
	BookTitle = {2nd Asian Conf. on Computer Vision},
	Address = {Singapore},
 	Month = {December},
	Year = {1995}
} 


@InCollection{Hennebert95b, 
	Author = {Hennebert, C. and Rebuffel, V. and Bouthemy, P.},
	Title = {Detection of small and slow moving objects observed by a mobile camera},
	BookTitle = {in Theory & Applications of Image Processing II},
	editor = {Borgefors, G.},
	Publisher = {World Scientific},
	Year = {1995}
} 


@InProceedings{Hennebert96a, 
	Author = {Hennebert, C. and Rebuffel, V. and Bouthemy, P.},
	Title = {Structuration spatio-temporelle d'une scène texturée : segmentation au sens du mouvement et de la profondeur},
	BookTitle = {10ème Congrès Afcet/Afia en Reconnaissance des Formes et Intelligence Artificielle},
	Address = {Rennes, France},
 	Month = {January},
	Year = {1996}
} 


@InProceedings{Hennebert96b, 
	Author = {Hennebert, C. and Rebuffel, V. and Bouthemy, P.},
	Title = {A hierarchical approach for scene segmentation based on 2D motion},
	BookTitle = {Proc. 13th Int. Conf. Pattern Recognition},
	Address = {Vienna, Austria},
 	Month = {August},
	Year = {1996}
} 


@TechReport{Letang95a, 
	Author = {Létang, J.M. and Bouthemy, P. and Rebuffel, V.},
	Title = {Robust motion detection with temporal decomposition and statistical regularization},
	Number = {950},
	Institution = {IRISA},
	Month = {October},
	Year = {1995}
} 


@InProceedings{Maurizot95a, 
	Author = {Maurizot, M. and Bouthemy, P. and Delyon, B. and Iouditski, A. and Odobez, J.-M.},
	Title = {Determination of singular points in 2{D} deformable flow fields},
	BookTitle = {2nd IEEE Int. Conf. Image Processing},
	Address = {Washington DC},
 	Month = {October},
	Year = {1995}
} 


@TechReport{Maurizot95b, 
	Author = {Maurizot, M. and Bouthemy, P. and Delyon, B. and Iouditski, A. and Odobez, J.-M.},
	Title = {Locating singular points and characterizing deformable flow fields in an image sequence},
	Number = {891},
	Institution = {IRISA},
	Month = {December},
	Year = {1994}
} 


@article{Meyer94a, 
	Author = {Meyer, F. and Bouthemy, P.},
	Title = {Region-based tracking using affine motion models in long image sequences},
	Journal = {CVGIP : Image Understanding},
	Volume = {60},
	Number = {2},
	Pages = {119--140},
	Month = {September},
	Year = {1994}
} 


@article{Mitiche96a, 
	Author = {Mitiche, A. and Bouthemy, P.},
	Title = {Computation and analysis of image motion: a synopsis of current problems and methods},
	Journal = {Int. Journal of Computer Vision},
	Volume = {19},
	Number = {1},
	Pages = {29--55},
	Month = {July},
	Year = {1996}
} 


@InProceedings{Odobez94a, 
	Author = {Odobez, J.-M. and Bouthemy, P.},
	Title = {Estimation robuste multi-échelle de modèles paramétrés de mouvement sur des scènes complexes},
	BookTitle = {9ème Congrès AFCET Reconnaissance des Formes et Intelligence Artificielle, RFIA'94},
	Address = {Paris, France},
 	Month = {January},
	Year = {1994}
} 


@InProceedings{Odobez94c, 
	Author = {Odobez, J.-M. and Bouthemy, P.},
	Title = {Robust multiresolution estimation of parametric motion models in complex image sequences},
	BookTitle = {Proc. 7th European Conf. on Signal Processing, Eusipco'94},
	Address = {Edinburgh, Scotland},
 	Month = {September},
	Year = {1994}
} 


@InProceedings{Odobez94d, 
	Author = {Odobez, J.-M. and Bouthemy, P.},
	Title = {Detection of multiple moving objects using multiscale MRF with camera motion compensation},
	BookTitle = {1st IEEE Conf. on Image Processing, ICIP'94},
	Address = {Austin, Texas},
 	Month = {November},
	Year = {1994}
} 


@TechReport{Odobez94e, 
	Author = {Odobez, J.-M. and Bouthemy, P.},
	Title = {Robust multiresolution estimation of parametric motion models applied to complex scenes},
	Number = {788},
	Institution = {IRISA},
	Month = {January},
	Year = {1994}
} 


@article{Odobez95a, 
	Author = {Odobez, J.-M. and Bouthemy, P.},
	Title = {Estimation robuste multiéchelle de modèles paramétrés de mouvement sur des scènes complexes},
	Journal = {Traitement du Signal},
	Volume = {12},
	Number = {2},
	Pages = {113--128},
	Year = {1995}
} 


@article{Odobez95b, 
	Author = {Odobez, J.-M. and Bouthemy, P.},
	Title = {Robust multiresolution estimation of parametric motion models},
	Journal = {Journal of Visual Communication and Image Representation},
	Volume = {6},
	Number = {4},
	Pages = {348--365},
	Month = {December},
	Year = {1995}
} 


@InProceedings{Odobez95c, 
	Author = {Odobez, J.-M. and Bouthemy, P.},
	Title = {{MRF}-based motion segmentation exploiting a 2{D} motion model robust estimation},
	BookTitle = {2nd IEEE Int. Conf. Image Processing},
	Address = {Washington DC},
 	Month = {October},
	Year = {1995}
} 


@InProceedings{Odobez95d, 
	Author = {Odobez, J.-M. and Bouthemy, P.},
	Title = {Direct model-based image motion segmentation for dynamic scene analysis},
	BookTitle = {2nd Asian Conf. on Computer Vision},
	Address = {Singapore},
 	Month = {December},
	Year = {1995}
} 


@InCollection{Odobez96a, 
	Author = {Odobez, J.-M. and Bouthemy, P.},
	Title = {Direct model-based image motion segmentation for dynamic scene analysis},
	BookTitle = {Recent Developments in Computer Vision, {LNCS} 1035},
	editor = {Li, S.Z. and Mital, D.P. and Teoh, E.K. and Wang, H.},
	Pages = {91--100},
	Publisher = {Springer-Verlag},
	Year = {1996}
} 


@InProceedings{Paragios96a, 
	Author = {Paragios, N. and Pérez, P. and Tziritas, G. and Labit, C. and Bouthemy, P.},
	Title = {Adaptative detection of moving objects using multiscale techniques},
	BookTitle = {Proc. 3rd IEEE Int. Conf. Image Processing, ICIP'96},
	Address = {Lausanne, Switzerland},
 	Month = {September},
	Year = {1996}
} 


@InProceedings{Ricquebourg95a, 
	Author = {Ricquebourg, Y. and Bouthemy, P.},
	Title = {A statistical regularization framework for estimating normal displacements along contours with subpixel accuracy},
	BookTitle = {6th Conf. on Computer Analysis of Images and Patterns},
	Address = {Prague, Czech Republic},
 	Month = {September},
	Year = {1995}
} 


@InProceedings{Ricquebourg95b, 
	Author = {Ricquebourg, Y. and Bouthemy, P.},
	Title = {Subpixel estimation of normal displacements along contours using {MRF}-models},
	BookTitle = {2nd IEEE Int. Conf. Image Processing},
	Address = {Washington DC},
 	Month = {October},
	Year = {1995}
} 


@InProceedings{Sundareswaran94a, 
	Author = {Sundareswaran, V. and Bouthemy, P. and Chaumette, F.},
	Title = {Active camera self-orientation using dynamic image parameters},
	BookTitle = {3rd European Conf. on Computer Vision, ECCV'94, LNCS 801},
	Pages = {111--116},
	Address = {Stockholm, Sverige},
 	Month = {May},
	Year = {1994}
} 


@InProceedings{Sundareswaran94b, 
	Author = {Sundareswaran, V. and Bouthemy, P. and Chaumette, F.},
	Title = {Visual servoing using image motion information},
	BookTitle = {IAPR/IEEE Workshop on Visual Behaviors},
	Pages = {102--106},
	Address = {Seattle, Washington},
 	Month = {May},
	Year = {1994}
} 


@TechReport{Sundareswaran94c, 
	Author = {Sundareswaran, V. and Bouthemy, P. and Chaumette, F.},
	Title = {Visual servoing using dynamic image parameters},
	Number = {2336},
	Institution = {IRISA},
	Month = {August},
	Year = {1994}
} 


@article{Sundareswaran96a, 
	Author = {Sundareswaran, V. and Bouthemy, P. and Chaumette, F.},
	Title = {Exploiting image motion for active vision in a visual servoing framework},
	Journal = {Int. Journal of Robotics Research},
	Volume = {15},
	Number = {6},
	Pages = {629--645},
	Month = {December},
	Year = {1996}
} 


@TechReport{Bouthemy, 
	Author = {Bouthemy, P. and Gelgon, M. and Ganansia, F.},
	Title = {A unified approach to shot change detection and camera motion characterization},
	Number = {1148},
	Institution = {IRISA},
	Month = {November},
	Year = {1997}
} 


@InProceedings{Bout97a, 
	Author = {Bouthemy, P.},
	Title = {Quelques variantes du problème d'estimation-segmentation en analyse du mouvement 2D},
	BookTitle = {XXIXème Journées de Statistiques},
	Address = {Carcassonne, France},
 	Month = {May},
	Year = {1997}
} 


@InProceedings{Collet97b, 
	Author = {Collet, C. and Thourel, P. and Pérez, P. and Bouthemy, P.},
	Title = {Sonar picture segmentation using Markovian multigrid algorithm and multiresolution analysis},
	BookTitle = {Proc. SPIE Conf. Nonlinear Image Processing VIII, EI'97, Vol. 3026},
	Address = {San Jose},
 	Month = {February},
	Year = {1997}
} 


@InProceedings{Gelgon97a, 
	Author = {Gelgon, M. and Bouthemy, P.},
	Title = {A region-level graph labeling approach to motion-based segmentation},
	BookTitle = {IEEE Conf. Computer Vision and Pattern Recognition, CVPR'97},
	Pages = {514--519},
	Address = {Porto-Rico},
 	Month = {June},
	Year = {1997}
} 


@InProceedings{Gelgon97b, 
	Author = {Gelgon, M. and Bouthemy, P.},
	Title = {A region-level motion-based graph representation and labeling for tracking a spatial image partition},
	BookTitle = {Workshop on Energy Minimisation Methods in Computer Vision and Pattern Recognition, EMMCVPR'97, LNCS 1223, Springer},
	Pages = {409--424},
	Address = {Venice, Italy},
 	Month = {May},
	Year = {1997}
} 


@InProceedings{Gelgon97c, 
	Author = {Gelgon, M. and Bouthemy, P.},
	Title = {A hierarchical motion-based segmentation and tracking technique for video storyboard-like representation and content-based indexing},
	BookTitle = {Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS'97},
	Address = {Leuven, Belgium},
 	Month = {June},
	Year = {1997}
} 


@TechReport{Gelgon97d, 
	Author = {Gelgon, M. and Bouthemy, P.},
	Title = {A region-level graph labeling approach to motion-based segmentation},
	Number = {1070},
	Institution = {Irisa},
	Month = {December},
	Year = {1996}
} 


@Misc{Gelgon97f, 
	Author = {Gelgon, M. and Bouthemy, P.},
	Title = {Segmentation du mouvement par un schéma hiérarchique et Markovien pour la représentation compacte de vidéo},
	BookTitle = {6ème Journées Orasis},
	Address = {Sophia-Antipolis, France},
 	Month = {October},
	Year = {1997}
} 


@TechReport{Gelgon97e, 
	Author = {Gelgon, M. and Bouthemy, P.},
	Title = {Determining a structured spatio-temporal representation of video content for efficient visualisation and indexing},
	Number = {1157},
	Institution = {IRISA},
	Month = {December},
	Year = {1997}
} 


@Misc{Gelgon97h, 
	Author = {Gelgon, M. and Bouthemy, P.},
	Title = {Structuring a video for compact visual representation and content-based indexing},
	BookTitle = {ACcenTS - ACTS Common European Newsletter on Multimedia Content Manipulation and Management},
	Volume = {2},
	Number = {3},
	Pages = {22--23},
	Month = {December},
	Year = {1997}
} 


@InProceedings{Gros97, 
	Author = {Gros, P. and Mohr, R. and Gelgon, M. and Bouthemy, P.},
	Title = {Indexation de vidéos par le contenu},
	BookTitle = {Journées France Télécom - CNET, CORESA'97},
	Address = {Issy-les-Moulineaux, France},
 	Month = {March},
	Year = {1997}
} 


@InProceedings{Maurizot97b, 
	Author = {Maurizot, M. and Bouthemy, P. and Delyon, B.},
	Title = {Direct localization, motion characterization and tracking of centers of atmospheric disturbances in Meteosat image sequences},
	BookTitle = {The Eumetsat Meteorological Satellite Data Users' Conference, EUMETSAT'97},
	Address = {Brussel, Belgium},
 	Month = {October},
	Year = {1997}
} 


@InProceedings{Maurizot97c, 
	Author = {Maurizot, M. and Bouthemy, P. and Delyon, B.},
	Title = {Mesure et caractérisation de mouvements fluides 2D à partir d'une seule image},
	BookTitle = {16ème Congrès GRETSI},
	Address = {Grenoble, France},
 	Month = {September},
	Year = {1997}
} 


@InProceedings{Maurizot97d, 
	Author = {Maurizot, M. and Bouthemy, P. and Delyon, B.},
	Title = {Mesure du mouvement fluide 2D et recherche des points singuliers à partir d'une seule image},
	BookTitle = {7ème Colloque National de Visualisation et de Traitement d'Images en Mécanique des Fluides, VISU'7},
	Address = {Saint-Louis},
 	Month = {June},
	Year = {1997}
} 


@InProceedings{Mignotte97a, 
	Author = {Mignotte, M. and Collet, C. and Pérez, P. and Bouthemy, P.},
	Title = {Unsupervised hierarchical Markovian segmentation of sonar images},
	BookTitle = {4th IEEE Int. Conf. Image Processing, ICIP'97},
	Address = {Santa-Barbara, California},
 	Month = {October},
	Year = {1997}
} 


@InProceedings{Mignotte97b, 
	Author = {Mignotte, M. and Collet, C. and Pérez, P. and Bouthemy, P.},
	Title = {Unsupervised Markovian segmentation of sonar images},
	BookTitle = {22nd IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'97},
	Address = {Munich, Germany},
 	Month = {May},
	Year = {1997}
} 


@InProceedings{Mignotte97c, 
	Author = {Mignotte, M. and Collet, C. and Pérez, P. and Bouthemy, P.},
	Title = {Unsupervised segmentation applied on sonar images},
	BookTitle = {Workshop on Energy Minimisation Methods in Computer Vision and Pattern Recognition, EMMCVPR'97, LNCS 1223, Springer},
	Pages = {491--506},
	Address = {Venice, Italy},
 	Month = {May},
	Year = {1997}
} 


@InCollection{Odobez97a, 
	Author = {Odobez, J.M. and Bouthemy, P.},
	Title = {Separation of moving regions from background in an image sequence acquired with a mobile camera},
	BookTitle = {Video Data Compression for Multimedia Computing},
	editor = {Li, H.H. and Sun, S. and Derin, H.},
	Chapter= {8},
	Pages = {283--311},
	Publisher = {Kluwer Academic Publisher},
	Year = {1997}
} 


@TechReport{Odobez97b, 
	Author = {Odobez, J.M. and Bouthemy, P.},
	Title = {Direct Incremental Model-Based Image Motion Segmentation for Video Analysis},
	Number = {1129},
	Institution = {Irisa},
	Month = {October},
	Year = {1997}
} 


@InProceedings{Ricq97a, 
	Author = {Ricquebourg, Y. and Bouthemy, P.},
	Title = {Tracking of articulated structures exploiting spatio-temporal image slices},
	BookTitle = {4th IEEE Int. Conf. Image Processing, ICIP'97},
	Address = {Santa-Barbara, California},
 	Month = {October},
	Year = {1997}
} 


@InProceedings{Bertolino98a, 
	Author = {Bertolino, P. and Mohr, R. and Schmid, C. and Bouthemy, P. and Gelgon, M. and Spindler, F. and Benayoun, S. and Bernard, H.},
	Title = {Building and Using Hypervideos},
	BookTitle = {IEEE Workshop on Applications of Computer Vision (WACV'98)},
	Pages = {276--277},
	Year = {1998}
} 


@Misc{Alcatel98_acm, 
	Author = {Benayoun, S. and Bernard, H. and Bertolino, P. and Bouthemy, P. and Gelgon, M. and Mohr, R. and Schmid, C. and Spindler, F.},
	Title = {Structuring video documents for advanced interfaces},
	BookTitle = {ACM Multimedia Conference, Demo session},
	Address = {Bristol, U.K},
 	Month = {September},
	Year = {1998}
} 


@InProceedings{Alcatel98_coresa, 
	Author = {Benayoun, S. and Bernard, H. and Bertolino, P. and Bouthemy, P. and Gelgon, M. and Mohr, R. and Schmid, c. and Spindler, F.},
	Title = {Structuration de videos pour des Interfaces de consultation avancées},
	BookTitle = {Journées CORESA (France Télécom-CNET)},
	Pages = {207--214},
	Address = {Lannion},
 	Month = {June},
	Year = {1998}
} 


@article{Boukir98, 
	Author = {Boukir, S. and Bouthemy, P. and Chaumette, F. and Juvin, D.},
	Title = {A local method for contour matching and its parallel implementation},
	Journal = {Machine Vision and Applications},
	Volume = {10},
	Number = {5},
	Pages = {321--330},
	Month = {April},
	Year = {1998}
} 


@InProceedings{Bouthemy98a, 
	Author = {Bouthemy, P. and Fablet, R.},
	Title = {Motion characterization from temporal cooccurrences of local motion-based measures for video indexing},
	BookTitle = {Int. Conf on Pattern Recognition, ICPR'98},
	Volume = {1},
	Pages = {905--908},
	Address = {Brisbane, Australia},
 	Month = {August},
	Year = {1998}
} 


@InProceedings{Bouthemy98b, 
	Author = {Bouthemy, P. and Pérez, P.},
	Title = {Mesure dense paramétrique et non paramétrique de champs de vitesse discontinus dans des séquences d'images selon des approches statistiques (papier invité)},
	BookTitle = {Proc. Colloque Photo-Mécanique},
	Pages = {1--12},
	Address = {Marne-la-Vallée, France},
 	Month = {April},
	Year = {1998}
} 


@article{Collet98a, 
	Author = {Collet, C. and Thourel, P. and Mignotte, M. and Pérez, P. and Bouthemy, P.},
	Title = {Une nouvelle approche en traitement d'images sonar haute résolution : la segmentation markovienne hiérarchique multimodèle},
	Journal = {Traitement du Signal},
	Volume = {	 15},
	Number = {3},
	Pages = {231--250},
	Month = {September},
	Year = {1998}
} 


@InProceedings{Gelgon98c, 
	Author = {Gelgon, M. and Bouthemy, P. and Le Cadre, J-P.},
	Title = {A PMHT-based approach to associating and estimating trajectories of multiple moving regions in a video analysis context},
	BookTitle = {Workshop on statistical approaches for multi-target tracking, GDR ISIS - NUWC (National Underwater Warfare Center)},
	Address = {Paris},
 	Month = {November},
	Year = {1998}
} 


@InProceedings{Gelgon98a, 
	Author = {Gelgon, M. and Bouthemy, P.},
	Title = {Segmentation hiérarchique au sens du mouvement et suivi temporel pour la structuration et la représentaion compacte de vidéo},
	BookTitle = {11ème Congrès AFCET Reconnaissance des Formes et Intelligence Artificielle, RFIA'98},
	Volume = {1},
	Pages = {47--56},
	Address = {Clermont Ferrand, France},
 	Month = {January},
	Year = {1998}
} 


@InProceedings{Gelgon98b, 
	Author = {Gelgon, M. and Bouthemy, P.},
	Title = {Determining a structured spatio-temporal representation of video content for efficient visualisation and indexing},
	BookTitle = {Proc. of the 5th European Conf. on Computer Vision, ECCV'98},
	Volume = {1},
	Pages = {595--609},
	Address = {Freiburg, Germany},
 	Month = {June},
	Year = {1998}
} 


@InProceedings{Giordana98a, 
	Author = {Giordana, N. and Bouthemy, P. and Chaumette, F. and Spindler, F. and Bordas, J.-C. and Just, V.},
	Title = {2D model-based tracking of complex shapes for visual servoing tasks},
	BookTitle = {IEEE Workshop on Robust Vision for Vision-based Control of Motion, ICRA'98},
	Address = {Leuven, Belgium},
 	Month = {May},
	Year = {1998}
} 


@TechReport{Maurizot98, 
	Author = {Maurizot, M. and Bouthemy, P. and Delyon, B.},
	Title = {2D fluid motion analysis from a single image: application to experimental visualizations of fluid flow},
	Number = {1155},
	Institution = {IRISA},
	Month = {January},
	Year = {1998}
} 


@InProceedings{Maurizot98a, 
	Author = {Maurizot, M. and Bouthemy, P. and Delyon, B.},
	Title = {2D fluid motion analysis from a single image},
	BookTitle = {IEEE Int. Conf. on Computer Vision and Pattern Recognition, CVPR'98},
	Pages = {184--189},
	Address = {Santa Barbara},
 	Month = {June},
	Year = {1998}
} 


@InProceedings{Mignotte98a, 
	Author = {Mignotte, M. and Collet, C. and Pérez, P. and Bouthemy, P.},
	Title = {Statistical model and genetic optimization: application to pattern detection in sonar images},
	BookTitle = {Proc. Int. Conf. Acoust, Speech, Signal Processing, ICASSP'98},
	Address = {Seattle, USA},
 	Month = {May},
	Year = {1998}
} 


@InProceedings{Odobez, 
	Author = {Odobez, J.-M. and Bouthemy, P. and Fleuet, E.},
	Title = {Suivi 2D de pièces métalliques en vue d'un asservissement visuel},
	BookTitle = {11ème Congrès AFCET Reconnaissance des Formes et Intelligence Artificielle, RFIA'98},
	Volume = {2},
	Pages = {173--182},
	Address = {Clermont Ferrand, France},
 	Month = {January},
	Year = {1998}
} 


@article{Odobez98a, 
	Author = {Odobez, J.-M. and Bouthemy, P.},
	Title = {Direct incremental model-based image motion segmentation for video analysis},
	Journal = {Signal Processing},
	Volume = {6},
	Number = {2},
	Pages = {143--155},
	Year = {1998}
} 


@InProceedings{Papin98a, 
	Author = {Papin, C. and Bouthemy, P. and Rochard, G.},
	Title = {Segmentation of low clouds in Meteosat IR night-time images based on a contextual spatio-temporal labeling approach},
	BookTitle = {1998 Eumetsat Meteorological Satellite Data User's Conference},
	Volume = {2},
	Pages = {370--373},
	Address = {Paris, France},
 	Month = {May},
	Year = {1998}
} 


@InProceedings{Papin98b, 
	Author = {Papin, C. and Bouthemy, P. and Rochard, G.},
	Title = {Detection of low clouds in Meteosat images based on a contextual spatio-temporal labeling approach},
	BookTitle = {IEEE Int. Conf. on Image Processing, ICIP'98},
	Volume = {3},
	Pages = {561--565},
	Address = {Chicago},
 	Month = {October},
	Year = {1998}
} 


@InProceedings{cretual98b, 
	Author = {Crétual, A. and Chaumette, F. and Bouthemy, P.},
	Title = {Complex Object Tracking by Visual Servoing based on 2D Image motion},
	BookTitle = {Int. Conf on Pattern Recognition, ICPR'98},
	Volume = {2},
	Pages = {1251--1254},
	Address = {Brisbane, Australia},
 	Month = {August},
	Year = {1998}
} 


@InProceedings{spindler98a, 
	Author = {Spindler, F. and Bouthemy, P.},
	Title = {Real-time estimation of dominant motion in underwater video images for dynamic positionning},
	BookTitle = {IEEE Int. Conf. on Robotics and Automation, ICRA'98},
	Volume = {2},
	Pages = {1063--1068},
	Address = {Leuven, Belgium},
 	Month = {May},
	Year = {1998}
} 


@InProceedings{Bouthemy99a, 
	Author = {Bouthemy, P. and Garcia, C. and Ronfard, R. and Tziritas, G. and Veneau, E. and Zugaj, D.},
	Title = {Scene segmentation and image feature extraction for video indexing and retrieval},
	BookTitle = {Proc. of the 3rd Int. Conf. on Visual Information Systems, Visual'99},
	Volume = {1614},
	Pages = {245--252},
	Series = {Lecture Notes in Computer Science},
	Publisher = {Springer Verlag},
	Address = {Amsterdam, The Netherland},
 	Month = {June},
	Year = {1999}
} 


@article{Bouthemy99b, 
	Author = {Bouthemy, P. and Gelgon, M. and Ganansia, F.},
	Title = {A unified approach to shot change detection and camera motion characterization},
	Journal = {IEEE Trans. on Circuits and Systems for Video Technology},
	Volume = {9},
	Number = {7},
	Pages = {1030--1044},
	Month = {October},
	Year = {1999}
} 


@InProceedings{Bouthemy99c, 
	Author = {Bouthemy, P.},
	Title = {Segmentation spatio-temporelle, suivi, représentation et caractérisation du mouvement pour l'indexation vidéo},
	BookTitle = {Colloque franco-tunisien TAIMA'99},
	Address = {Tunis},
 	Month = {March},
	Year = {1999}
} 


@InProceedings{Bouthemy99d, 
	Author = {Bouthemy, P.},
	Title = {Spatio-temporal video segmentation and representation for video indexing: new issues in motion analysis},
	BookTitle = {Colloque MRF'99: Mathematics and Shape Recognition, Mathématique et reconnaissance de formes},
	Address = {Luminy},
 	Month = {April},
	Year = {1999}
} 


@InProceedings{Csurka99a, 
	Author = {Csurka, G. and Bouthemy, P.},
	Title = {Direct Identification of Moving Objects and Background from 2D Motion Models},
	BookTitle = {IEEE Int. Conf. on Computer Vision, ICCV'99},
	Volume = {1},
	Pages = {566--571},
	Address = {Kerkira, Greece},
 	Month = {September},
	Year = {1999}
} 


@InProceedings{Fablet99a, 
	Author = {Fablet, R. and Bouthemy, P.},
	Title = {Motion-based Feature Extraction and Ascendant Hierarchical Classification for Video Indexing and Retrieval},
	BookTitle = {Proc. of the 3rd Int. Conf. on Visual Information Systems, VISual99},
	Volume = {1614},
	Pages = {221--228},
	Series = {Lecture Notes in Computer Science},
	Publisher = {Springer Verlag},
	Address = {Amsterdam, The Netherland},
 	Month = {June},
	Year = {1999}
} 


@Misc{Fablet99b, 
	Author = {Fablet, R. and Bouthemy, P.},
	Title = {Extraction d'attributs de mouvement et classification hiérarchique pour l'indexation vidéo par le contenu},
	Howpublished = {ORASIS'99, Actes des journées francophones des jeunes chercheurs en analyse d'images et perception visuelle},
	Pages = {15--24},
	Address = {Aussois, France},
 	Month = {April},
	Year = {1999}
} 


@InProceedings{Fablet99c, 
	Author = {Fablet, R. and Bouthemy, P. and Gelgon, M.},
	Title = {Étiquetage statistique d'un graphe de régions pour la détection d'objets mobiles dans des séquences d'images couleur},
	BookTitle = {17eme Colloque Gretsi sur le traitement du signal et es images},
	Volume = {2},
	Pages = {499--502},
	Address = {Vannes},
 	Month = {September},
	Year = {1999}
} 


@InProceedings{Fablet99d, 
	Author = {Fablet, R. and Bouthemy, P. and Gelgon, M.},
	Title = {Moving Object Detection in Color Image Sequences using Region-Level Graph Labeling},
	BookTitle = {IEEE Int Conf. on Image Processing, ICIP'99},
	Address = {Kobe, Japan},
 	Month = {October},
	Year = {1999}
} 


@InProceedings{Fablet99e, 
	Author = {Fablet, R. and Bouthemy, P.},
	Title = {Spatio-Temporal Segmentation and General Motion Characterization for Video Indexing and Retrieval},
	BookTitle = {10th DELOS Workshop on Audio-Visual Digital Libraries},
	Address = {Santorini, Greece},
 	Month = {June},
	Year = {1999}
} 


@InProceedings{Fablet99f, 
	Author = {Bouthemy, P. and Dufournaud, Y. and Fablet, R. and Mohr, R. and Peleg, S. and Zomet, A.},
	Title = {Video Hyper-link Creation for Content-Based Browsing and Navigation},
	BookTitle = {Workshop on Content-Based Multimedia Indexing, CBMI'99},
	Address = {Toulouse, France},
 	Month = {October},
	Year = {1999}
} 


@InProceedings{Gelgon99b, 
	Author = {Gelgon, M. and Bouthemy, P. and Dubois, T.},
	Title = {A region tracking method with failure detection for an interactive video indexing environment},
	BookTitle = {Proc. of the 3rd Int. Conf. on Visual Information Systems, Visual'99},
	Volume = {1614},
	Pages = {261--268},
	Series = {Lecture Notes in Computer Science},
	Publisher = {Springer Verlag},
	Address = {Amsterdam, The Netherland},
 	Month = {June},
	Year = {1999}
} 


@InProceedings{Gelgon99c, 
	Author = {Gelgon, M. and Bouthemy, P. and Le Cadre, J.-P.},
	Title = {Associating and estimating trajectories of multiple moving regions with a probabilistic multi-hypothesis tracking approach},
	BookTitle = {Physics in Signal and Image Processing Symp},
	Address = {Paris, France},
 	Month = {January},
	Year = {1999}
} 


@InProceedings{Marchand99d, 
	Author = {Marchand, E. and Bouthemy, P. and Chaumette, F. and Moreau, V.},
	Title = {Suivi robuste d'objets en temps-réel : une approche hybride 2D-3D},
	BookTitle = {17eme Colloque Gretsi sur le traitement du signal et des images},
	Volume = {1},
	Pages = {115--118},
	Address = {Vannes},
 	Month = {September},
	Year = {1999}
} 


@InProceedings{Marchand99e, 
	Author = {Marchand, E. and Bouthemy, P. and Chaumette, F. and Moreau, V.},
	Title = {Visual tracking by coupling 2D motion and 3D pose estimation},
	BookTitle = {IEEE Int Conf. on Image Processing, ICIP'99},
	Volume = {4},
	Pages = {98--102},
	Address = {Kobe, Japan},
 	Month = {October},
	Year = {1999}
} 


@InProceedings{Marchand99f, 
	Author = {Marchand, E. and Bouthemy, P. and Chaumette, F. and Moreau, V.},
	Title = {Robust real-time visual tracking using a 2D-3D model-based approach},
	BookTitle = {IEEE Int. Conf. on Computer Vision, ICCV'99},
	Volume = {1},
	Pages = {262--268},
	Address = {Kerkira, Greece},
 	Month = {September},
	Year = {1999}
} 


@TechReport{Marchand99g, 
	Author = {Marchand, E. and Bouthemy, P. and Chaumette, F.},
	Title = {Étude sur le suivi 2D de formes complexes en vue d'une utilisation en commande référencée vision},
	Institution = {Rapport de convention, contrat EdF - Inria Rennes, Irisa 1.97.C234},
	Month = {September},
	Year = {1999}
} 


@InProceedings{Mignotte99c, 
	Author = {Mignotte, M. and Collet, C. and Pérez, P. and Bouthemy, P.},
	Title = {Bayesian inference and optimization strategies for some detection and classification problems in sonar imagery},
	BookTitle = {SPIE Conf. Non Linear Image Processing},
	Volume = {3646},
	Pages = {14--27},
	Address = {San Jose, Californiea},
 	Month = {January},
	Year = {1999}
} 


@InProceedings{Mignotte99d, 
	Author = {Mignotte, M. and Collet, C. and Pérez, P. and Bouthemy, P.},
	Title = {Markov random field models and fuzzy formalism-based data modeling for the sea-bed classification in sonar imagery},
	BookTitle = {SPIE Conf. Mathematical Modeling, Bayesian Estimation and Inverse Problems},
	Volume = {3816},
	Pages = {229--240},
	Address = {Denver, Colorado},
 	Month = {July},
	Year = {1999}
} 


@article{Mignotte99e, 
	Author = {Mignotte, M. and Collet, C. and Pérez, P. and Bouthemy, P.},
	Title = {Three-class Markovian segmentation of high resolution sonar images},
	Journal = {Computer Vision and Image Understanding},
	Volume = {76},
	Number = {3},
	Pages = {191--204},
	Month = {December},
	Year = {1999}
} 


@Misc{Papin99a, 
	Author = {Papin, C. and Bouthemy, P. and Mémin, E. and Rochard, G.},
	Title = {Détection, suivi et caractérisation des nuages convectifs à partir d'images satellitaires},
	BookTitle = {ORASIS'99, Actes des journées francophones des jeunes chercheurs en analyse d'images et perception visuelle},
	Pages = {51--60},
	Address = {Aussois, France},
 	Month = {April},
	Year = {1999}
} 


@InProceedings{Papin99b, 
	Author = {Papin, C. and Bouthemy, P. and Mémin, E. and Rochard, G.},
	Title = {Tracking and characterization of convective clouds from satellite images},
	BookTitle = {1999 Eumetsat Meteorological Satellite Data User's Conference},
	Address = {Copenhague, Danemark},
 	Month = {September},
	Year = {1999}
} 


@InProceedings{Provost99a, 
	Author = {Provost, J.-N. and Collet, C. and Pérez, P. and Bouthemy, P.},
	Title = {A hierarchical unsupervised multispectral model to segment SPOT images for ocean cartography},
	BookTitle = {IEEE Int. Conf. on Image Processing, ICIP'99},
	Address = {Kobe, Japan},
 	Month = {October},
	Year = {1999}
} 


@InProceedings{Provost99b, 
	Author = {Provost, J.-N. and Collet, C. and Pérez, P. and Bouthemy, P.},
	Title = {Segmentation non-supervisée d'images multispectrale SPOT. Application à la cartographie maritime},
	BookTitle = {17eme Colloque Gretsi sur le traitement du signal et des images},
	Volume = {1},
	Pages = {27--30},
	Address = {Vannes},
 	Month = {September},
	Year = {1999}
} 


@Misc{Provost99c, 
	Author = {Provost, J.-N. and Collet, C. and Pérez, P. and Bouthemy, P.},
	Title = {Segmentation d'images radiométriques multispectrales pour l'obtention de cartes bathymétriques},
	BookTitle = {ORASIS'99, Actes des journées francophones des jeunes chercheurs en analyse d'images et perception visuelle},
	Pages = {15--24},
	Address = {Aussois, France},
 	Month = {April},
	Year = {1999}
} 


@InProceedings{Provost99d, 
	Author = {Provost, J.-N. and Collet, C. and Pérez, P. and Bouthemy, P.},
	Title = {Unsupervised multispectral segmentation of Spot images applied to nautical cartography},
	BookTitle = {IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing, NSIP'99},
	Address = {Antalya, Turquie},
 	Month = {June},
	Year = {1999}
} 


@InProceedings{Zugag99a, 
	Author = {Zugaj, D. and Bouthemy, P.},
	Title = {Detection de volets pour l'indexation de video par le contenu},
	BookTitle = {17eme Colloque Gretsi sur le traitement du signal et des images},
	Volume = {4},
	Pages = {1033--1036},
	Address = {Vannes},
 	Month = {September},
	Year = {1999}
} 


@InProceedings{Zugag99b, 
	Author = {Zugag, D. and Bouthemy, P.},
	Title = {Wipe detection in the temporal segmentation of video},
	BookTitle = {European Workshop on Content-Based Multimedia Indexing, CBMI'99},
	Address = {Toulouse},
 	Month = {October},
	Year = {1999}
} 


@TechReport{Baillard00e, 
	Author = {Baillard, C. and Barillot, C. and Bouthemy, P.},
	Title = {Robust Adaptive Segmentation of 3D Medical Images with Level Sets},
	Number = {1369},
	Institution = {IRISA},
	Month = {November},
	Year = {2000}
} 


@InProceedings{Collet00a, 
	Author = {Collet, C. and Provost, J.-N. and Rostaing, P. and Pérez, P. and Bouthemy, P.},
	Title = {SpotSatellite data analysis for bathymetric mapping},
	BookTitle = {IEEE Int. Conf. on Image Processing, ICIP'2000},
	Address = {Vancouver, Canada},
 	Month = {September},
	Year = {2000}
} 


@InProceedings{Dekeyser00a, 
	Author = {Dekeyser, F. and Bouthemy, P. and Pérez, P. and Payot, E.},
	Title = {Super-resolution from noisy image sequences exploiting a 2D parametric motion model},
	BookTitle = {IAPR Int. Conf. on Pattern Recognition, ICPR 2000},
	Volume = {	 3},
	Pages = {354--357},
	Address = {Barcelone, Espagne},
 	Month = {September},
	Year = {2000}
} 


@InProceedings{Dekeyser00b, 
	Author = {Dekeyser, F. and Bouthemy, P. and Pérez, P.},
	Title = {Spatio-temporal Wiener filtering of image sequences using a parametric motion model},
	BookTitle = {IEEE Int. Conf. on Image Processing, ICIP'2000},
	Address = {Vancouver, Canada},
 	Month = {September},
	Year = {2000}
} 


@InProceedings{Dekeyser00c, 
	Author = {Dekeyser, F. and Pérez, P. and Bouthemy, P.},
	Title = {Restoration of noisy, blurred, undersampled image sequences using a parametric motion model},
	BookTitle = {Inter. Symposium on Image and Video Communications, ISIVC 2000},
	Address = {Rabat, Maroc},
 	Month = {April},
	Year = {2000}
} 


@TechReport{Dekeyser00d, 
	Author = {Dekeyser, F. and Pérez, P. and Bouthemy, P.},
	Title = {Restauration de séquences d'images numériques ; rapport Bibliographique},
	Institution = {Rapport intermédiaire de convention TIRESIAS IRISA-TCO-DGA},
	Year = {2000}
} 


@TechReport{Dekeyser00e, 
	Author = {Dekeyser, F. and Pérez, P. and Bouthemy, P.},
	Title = {Restauration de séquences d'images numériques : étude d'algorithmes de traitement spatio-temporel},
	Institution = {Rapport intermédiaire de convention TIRESIAS IRISA-TCO-DGA},
	Year = {2000}
} 


@article{Dekeyser00f, 
	Author = {Dekeyser, F. and Pérez, P. and Bouthemy, P.},
	Title = {Restoration of Noisy, Blurred, Undersampled Image Sequences Using a Parametric Motion Model},
	Journal = {Réseaux et systèmes Répartis - calculateurs parallèles},
	Volume = {	 12},
	Number = {3},
	Pages = {387--405},
	Month = {December},
	Year = {2000}
} 


@InProceedings{Fablet00b, 
	Author = {Fablet, R. and Bouthemy, P.},
	Title = {Statistical motion-based object indexing using optic flow field},
	BookTitle = {IAPR Int. Conf. on Pattern Recognition, ICPR 2000},
	Volume = {	 4},
	Pages = {287--290},
	Address = {Barcelone, Espagne},
 	Month = {September},
	Year = {2000}
} 


@InProceedings{Fablet00c, 
	Author = {Fablet, R. and Bouthemy, P.},
	Title = {Statistical motion-based retrieval with partial query},
	BookTitle = {4th Intl Conf. on Visual Information Systems, Visual 2000, LNCS 1929},
	Pages = {96--107},
	Address = {Lyon, France},
 	Month = {November},
	Year = {2000}
} 


@TechReport{Fablet00d, 
	Author = {Fablet, R. and Bouthemy, P. and Pérez, P.},
	Title = {Non parametric statistical analysis of scene activity for motion-based video indexing and retrieval},
	Number = {1351},
	Institution = {IRISA},
	Month = {September},
	Year = {2000}
} 


@article{Gelgon00a, 
	Author = {Gelgon, M. and Bouthemy, P.},
	Title = {A region-level motion-based graph representation and labeling for tracking a spatial image partition},
	Journal = {Pattern Recognition},
	Volume = {33},
	Number = {4},
	Pages = {725--740},
	Month = {April},
	Year = {2000}
} 


@InCollection{Giordana00a, 
	Author = {Giordana, N. and Bouthemy, P. and Chaumette, F. and Spindler, F. and Bordas, J.-C. and Just, V.},
	Title = {Two dimensional model-based tracking of complex shapes for visual servoing tasks},
	BookTitle = {Robust vision for vision-based control of motion},
	editor = {Vincze, M. and Hager, G.},
	Chapter= {6},
	Pages = {67--75},
	Publisher = {IEEE Press},
	Year = {2000}
} 


@TechReport{Marchand00b, 
	Author = {Marchand, E. and Bouthemy, P. and Chaumette, F.},
	Title = {A 2D-3D model-based approach to real-time visual tracking},
	Number = {1309},
	Institution = {IRISA},
	Month = {March},
	Year = {2000}
} 


@article{Mignotte00a, 
	Author = {Mignotte, M. and Collet, C. and Pérez, P. and Bouthemy, P.},
	Title = {Hybrid genetic optimization and statistical model-based approach for the classification of shadow shapes in sonar imagery},
	Journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
	Volume = {22},
	Number = {2},
	Pages = {129--141},
	Month = {February},
	Year = {2000}
} 


@article{Mignotte00b, 
	Author = {Mignotte, M. and Collet, C. and Pérez, P. and Bouthemy, P.},
	Title = {Sonar image segmentation using a hierarchical MRF model},
	Journal = {IEEE Transactions on Image Processing},
	Volume = {IP-9},
	Number = {7},
	Pages = {1216--1231},
	Month = {July},
	Year = {2000}
} 


@article{Mignotte00c, 
	Author = {Mignotte, M. and Collet, C. and Pérez, P. and Bouthemy, P.},
	Title = {Markov random field and fuzzy logic modeling in sonar imagery: application to the classification of underwater floor},
	Journal = {Computer Vision and Image Understanding},
	Volume = {79},
	Number = {1},
	Pages = {4--24},
	Month = {July},
	Year = {2000}
} 


@InProceedings{Papin00a, 
	Author = {Papin, C. and Bouthemy, P. and Mémin, E.},
	Title = {Suivi de l'activité convective de cellules nuageuses dans des séquences d'images satellitaires},
	BookTitle = {12ème Congrès Reconnaissance des Formes et Intelligence Artificielle, RFIA'2000},
	Volume = {1},
	Pages = {369--378},
	Address = {Paris},
 	Month = {February},
	Year = {2000}
} 


@InProceedings{Papin00b, 
	Author = {Papin, C. and Bouthemy, P. and Mémin, E. and Rochard, G.},
	Title = {Tracking and Characterization of Highly Deformable Cloud Structures},
	BookTitle = {European Conference on Computer Vision, ECCV 2000, LNCS 1843},
	Volume = {2},
	Pages = {428--442},
	Address = {Dublin, Irlande},
 	Month = {June},
	Year = {2000}
} 


@article{Ricquebourg00a, 
	Author = {Ricquebourg, Y. and Bouthemy, P.},
	Title = {Real-time tracking of moving persons by exploiting spatio-temporal image slices},
	Journal = {IEEE Trans. on Pattern Analysis and Machine Intelligence},
	Volume = {22},
	Number = {8},
	Pages = {797--808},
	Month = {August},
	Year = {2000}
} 


@InProceedings{Szantai00b, 
	Author = {Szantai, A. and Desalmand, F. and Desbois, M. and Lecomte, P. and Pérez, P. and Zimeras, S. and Bouthemy, P.},
	Title = {Tracking low-level clouds over land on Meteosat images},
	BookTitle = {5th International Winds Workshop},
	editor = {NOAA, JMA, WMO & EUMETSAT},
	Pages = {1--8},
	Address = {Lorne, Australie},
 	Month = {February},
	Year = {2000}
} 


@InProceedings{Veneau00a, 
	Author = {Veneau, E. and Ronfard, R. and Bouthemy, P.},
	Title = {From video shot clustering to sequence sementation},
	BookTitle = {IAPR Int. Conf. on Pattern Recognition, ICPR 2000},
	Volume = {4},
	Pages = {254--257},
	Address = {Barcelone, Espagne},
 	Month = {September},
	Year = {2000}
} 


@InProceedings{Benzougar01, 
	Author = {Benzougar, A. and Bouthemy, P. and Fablet, R.},
	Title = {MRF-based moving object detection from MPEG coded video},
	BookTitle = {IEEE Int. Conf. on Image Processing, ICIP'2001},
	Pages = {402--405},
	Address = {Thessalonique, Greece},
 	Month = {October},
	Year = {2001}
} 


@article{Collet01a, 
	Author = {Collet, C. and Provost, J.-N. and Rostaing, P. and Pérez, P. and Bouthemy, P.},
	Title = {Segmentation bathymétrique d'images multispectrales SPOT},
	Journal = {Traitement du Signal},
	Volume = {18},
	Number = {1},
	Pages = {1--16},
	Month = {January},
	Year = {2001}
} 


@InProceedings{Dekeyser01a, 
	Author = {Dekeyser, F. and Bouthemy, P. and Pérez, P.},
	Title = {A New algorithm for super-resolution from image sequences},
	BookTitle = {9th International Conference on Computer Analysis of Images and Patterns, CAIP 2001},
	editor = {Sharbek, W.},
	Pages = {473--481},
	Series = {Lecture Notes in Computer Science 2124},
	Publisher = {Springer Verlag},
	Address = {Warsaw, Poland},
 	Month = {September},
	Year = {2001}
} 


@InProceedings{Dekeyser01b, 
	Author = {Dekeyser, F. and Bouthemy, P. and Pérez, P.},
	Title = {Une approche multi-échelle de super-résolution à partir de séquences d'images},
	BookTitle = {GRETSI 2001},
	Address = {Toulouse, France},
 	Month = {September},
	Year = {2001}
} 


@InProceedings{Fablet01a, 
	Author = {Fablet, R. and Bouthemy, P.},
	Title = {Non parametric motion recognition using temporal multiscale Gibbs models},
	BookTitle = {IEEE Int. Conference on Computer Vision and Pattern Recognition, CVPR'01},
	Address = {Kauai Marriott, Hawaii},
 	Month = {December},
	Year = {2001}
} 


@InProceedings{Fablet01b, 
	Author = {Fablet, R. and Bouthemy, P.},
	Title = {Motion recognition using spatio-temporal Random Walks in Sequence of 2D Motion-Related Measurements},
	BookTitle = {IEEE Int. Conf. on Image Processing, ICIP'2001},
	Pages = {652--655},
	Address = {Thessalonique, Greece},
 	Month = {October},
	Year = {2001}
} 


@article{Fablet01c, 
	Author = {Fablet, R. and Bouthemy, P.},
	Title = {Non-parametric scene activity analysis for statistical retrieval with partial query},
	Journal = {Journal of Mathematical Imaging and Vision},
	Volume = {14},
	Number = {3},
	Pages = {257--270},
	Month = {May},
	Year = {2001}
} 


@InCollection{Gros01a, 
	Author = {Gros, P. and Fablet, R. and Bouthemy, P.},
	Title = {New descriptors for image and video indexing},
	BookTitle = {State-of-the-Art in Content-Based Image and Video Retrieval},
	editor = {Burkhardt, H. and Kriegel, H.-P. and Veltkamp, R.},
	Publisher = {Kluwer Academic Publishers},
	Year = {2001}
} 


@article{Marchand01d, 
	Author = {Marchand, E. and Bouthemy, P. and Chaumette, F.},
	Title = {A 2D-3D model-based approach to real-time visual tracking},
	Journal = {Image and Vision Computing},
	Volume = {19},
	Number = {13},
	Pages = {941--955},
	Month = {November},
	Year = {2001}
} 


@InProceedings{Fablet02a, 
	Author = {Fablet, R. and Bouthemy, P.},
	Title = {Modélisation statistique non paramétrique et reconnaissance du mouvement},
	BookTitle = {13ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA 2002},
	Volume = {2},
	Pages = {549--558},
	Address = {Angers, France},
 	Month = {January},
	Year = {2002}
} 


@InProceedings{Fablet02b, 
	Author = {Lacoste, C. and Fablet, R. and Bouthemy, P. and Yao, Y.-F.},
	Title = {Création de résumés de vidéos par une approche statistique},
	BookTitle = {13ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA 2002},
	Volume = {1},
	Pages = {153--162},
	Address = {Angers, France},
 	Month = {January},
	Year = {2002}
} 


@InProceedings{Fablet02c, 
	Author = {Fablet, R. and Bouthemy, P.},
	Title = {Extraction of regions of interest based on motion activity for video retrieval with partial queries},
	BookTitle = {9th Int. Conf. on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU'2002},
	Address = {Annecy},
 	Month = {July},
	Year = {2002}
} 


@article{Fablet02d, 
	Author = {Fablet, R. and Bouthemy, P. and Pérez, P.},
	Title = {Non-parametric motion characterization using causal probabilistic models for video indexing and retrieval},
	Journal = {IEEE Trans. on Image Processing},
	Volume = {11},
	Number = {4},
	Pages = {393--407},
	Month = {April},
	Year = {2002}
} 


@InProceedings{Lefaix02a, 
	Author = {Lefaix, G. and Marchand, E. and Bouthemy, P.},
	Title = {Motion-based Obstacle Detection and Tracking for Car Driving Assistance},
	BookTitle = {IAPR Int. Conf. on Pattern Recognition, ICPR'2002},
	Volume = {4},
	Pages = {74--77},
	Address = {Québec, Canada},
 	Month = {August},
	Year = {2002}
} 


@article{Papin02a, 
	Author = {Papin, C. and Bouthemy, P. and Rochard, G.},
	Title = {Unsupervised segmentation of low clouds from infrared METEOSAT images based on a contextual spatio-temporal labeling approach},
	Journal = {IEEE Trans. on Geoscience and Remote Sensing},
	Volume = {40},
	Number = {1},
	Pages = {104--114},
	Month = {January},
	Year = {2002}
} 


@InProceedings{Peyrard02a, 
	Author = {Peyrard, N. and Bouthemy, P.},
	Title = {Content-based video segmentation using statistical motion models},
	BookTitle = {British Machine Vision Conference, BMVC'02},
	Volume = {	 2},
	Pages = {527--536},
	Address = {Cardiff, UK},
 	Month = {September},
	Year = {2002}
} 


@InProceedings{Peyrard02b, 
	Author = {Peyrard, N. and Bouthemy, P.},
	Title = {Towards Extraction of Meaningful Temporal Video Segments},
	BookTitle = {4th Intl. Workshop on Multimedia Information Retrieval},
	Address = {Juan-les-Pins, France},
 	Month = {December},
	Year = {2002}
} 


@InProceedings{Peyrard03a, 
	Author = {Peyrard, N. and Bouthemy, P.},
	Title = {Motion-based selection of relevant video segments for video summarisation},
	BookTitle = {IEEE Int. Conf. on Multimedia & Expo, ICME'2003},
	Address = {Baltimore},
 	Month = {July},
	Year = {2003}
} 


@InProceedings{Peyrard03b, 
	Author = {Peyrard, N. and Bouthemy, P.},
	Title = {Detection of meaningful events in videos based on a supervised classification approach},
	BookTitle = {IEEE Int. Conf. on Image Processing, ICIP 2003},
	Address = {Barcelona, Spain},
 	Month = {September},
	Year = {2003}
} 


@InProceedings{Piriou03b, 
	Author = {Piriou, G. and Bouthemy, P. and Peyrard, N. and Yao, J-F.},
	Title = {Probabilistic models of image motion for recognition of dynamic content in video},
	BookTitle = {Int. Workshop on Computer Vision and Image Analysis, IWCVIA'03},
	Address = {Las Palmas de Gran Canaria, Spain},
 	Month = {December},
	Year = {2003}
} 


@InProceedings{Piriou03a, 
	Author = {Piriou, G. and Peyrard, N. and Bouthemy, P. and Yao, J-F.},
	Title = {Détection d'événements dans les vidéos à l'aide de modèles probabilistes de mouvement},
	BookTitle = {Colloque franco-tunisien TAIMA'03},
	Address = {Hammamet, Tunisie},
 	Month = {September},
	Year = {2003}
} 


@article{Fablet03a, 
	Author = {Fablet, R. and Bouthemy, P.},
	Title = {Motion recognition using non parametric image motion models estimated from temporal and multiscale cooccurrence statistics},
	Journal = {IEEE Trans. on Pattern Analysis and Machine Intelligence},
	Volume = {25},
	Number = {12},
	Pages = {1619--1624},
	Month = {December},
	Year = {2003}
} 


@InProceedings{Yao03a, 
	Author = {Yao, J.-F. and Piriou, G. and Bouthemy, P.},
	Title = {A motion-based event detection method for video sequences},
	BookTitle = {Int. Conf. on Statistics, Combinatorics and Related Areas},
	Address = {Portland, ME},
 	Month = {October},
	Year = {2003}
} 


@InProceedings{Bouthemy04, 
	Author = {Bouthemy, P.},
	Title = {2D motion description and contextual motion analysis: issues and new models},
	BookTitle = {Proc. Int. Workshop on Spatial Coherence for Visual Motion Analysis, SCVMA'2004},
	Address = {Prague, Czech Republic},
 	Month = {May},
	Year = {2004}
} 


@InProceedings{Coldefy04a, 
	Author = {Coldefy, F. and Bouthemy, P. and Betser, M. and Gravier, G.},
	Title = {Tennis video abstraction from audio and visual cues},
	BookTitle = {Proc. IEEE Int. Workshop on Multimedia Signal Processing, MMSP'2004},
	Address = {Siena, Italy},
 	Month = {September},
	Year = {2004}
} 


@InProceedings{Coldefy04b, 
	Author = {Coldefy, F. and Bouthemy, P.},
	Title = {Unsupervised soccer video abstraction based on pitch, dominant color and camera motion analysis},
	BookTitle = {Proc. ACM Multimedia 2004},
	Address = {New-York},
 	Month = {October},
	Year = {2004}
} 


@InProceedings{Fauvet04a, 
	Author = {Fauvet, B. and Bouthemy, P. and Gros, P. and Spindler, F.},
	Title = {A geometrical key-frame selection method exploiting dominant motion estimation in video},
	BookTitle = {CVIR'04},
	Address = {Dublin, Ireland},
 	Month = {July},
	Year = {2004}
} 


@article{Provost04, 
	Author = {Provost, J.-N. and Collet, C. and Rostaing, P. and Pérez, P. and Bouthemy, P.},
	Title = {Hierarchical {M}arkovian segmentation of multispectral images for the reconstruction of water depth maps},
	Journal = {Computer Vision and Image Understanding},
	Volume = {93},
	Number = {2},
	Pages = {155--174},
	Year = {2004}
} 


@InProceedings{Piriou04a, 
	Author = {Piriou, G. and Coldefy, F. and Bouthemy, P. and Yao, J-F.},
	Title = {Détection supervisée d'événements à l'aide d'une modélisation probabiliste du mouvement per\c{c}u},
	BookTitle = {14ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA 2004},
	Address = {Toulouse, France},
 	Month = {January},
	Year = {2004}
} 


@InProceedings{Piriou04b, 
	Author = {Piriou, G. and Bouthemy, P. and Yao, J-F.},
	Title = {Extraction of semantic dynamic content from videos with probabilistic motion models},
	BookTitle = {Proc. Eur. Conf. Computer Vision (ECCV'04},
	Address = {Prague, Czech Republic},
 	Month = {May},
	Year = {2004}
} 


@InProceedings{Piriou04c, 
	Author = {Piriou, G. and Bouthemy, P. and Yao, J.-F.},
	Title = {Learned probabilistic image motion models for event detection in videos},
	BookTitle = {Proc. Int. Con. Pattern Recognition (ICPR'04)},
	Address = {Cambridge, UK},
 	Month = {August},
	Year = {2004}
} 


@InProceedings{Samson04a, 
	Author = {Samson, V. and Bouthemy, P.},
	Title = {Learning classes for video interpretation with a robust parallel clustering method},
	BookTitle = {Proc. Int. Conf. Pattern Recognition (ICPR'04)},
	Address = {Cambridge, UK},
 	Month = {August},
	Year = {2004}
} 


@InProceedings{Veit04a, 
	Author = {Veit, T. and Cao, F. and Bouthemy, P.},
	Title = {Probabilistic parameter-free motion detection},
	BookTitle = {Conf. Computer Vision and Pattern Recognition, CVPR'04},
	Address = {Washington, DC},
 	Month = {June},
	Year = {2004}
} 


@TechReport{Veit04b, 
	Author = {Veit, T. and Cao, F. and Bouthemy, P.},
	Title = {An {a contrario} framework for motion detection},
	Number = {5313},
	Institution = {INRIA},
	Year = {2004}
} 


@InProceedings{Arnaud05b, 
	Author = {Arnaud, E. and Fauvet, B. and Mémin, E. and Bouthemy, P.},
	Title = {A robust and automatic face tracker dedicated to broadcast videos},
	BookTitle = {Proc. Int. Conf. on Image Processing (ICIP'05)},
	Address = {Genova, Italy},
 	Month = {},
	Year = {2005}
} 


@InProceedings{Auvray05a, 
	Author = {Auvray, V. and Bouthemy, P. and Lienard, J.},
	Title = {Multiresolution parametric estimation of transparent motions},
	BookTitle = {Proc. Int. Conf. on Image Processing (ICIP'05)},
	Address = {Genova, Italy},
 	Month = {September},
	Year = {2005}
} 


@InProceedings{Auvray05b, 
	Author = {Auvray, V. and Lienard, J. and Bouthemy, P.},
	Title = {Estimation paramétrique multirésolution de mouvements transparents},
	BookTitle = {GRETSI 2005},
	Address = {Louvain-la-Neuve, Belgium},
 	Month = {September},
	Year = {2005}
} 


@InProceedings{Auvray05c, 
	Author = {Auvray, V. and Lienard, J. and Bouthemy, P.},
	Title = {Multiresolution parametric estimation of transparent motions and denoising of fluoroscopic images},
	BookTitle = {Int. Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI'05)},
	Address = {Palm Springs, USA},
 	Month = {October},
	Year = {2005}
} 


@InProceedings{Boulanger05a, 
	Author = {Boulanger, J. and Kervrann, Ch. and Bouthemy, P.},
	Title = {Approche statistique adaptative pour le filtrage de séquences d'images 3D de fluoroscopie},
	BookTitle = {Congrès Jeunes Chercheurs en Vision par Ordinateur (ORASIS'05)},
	Address = {Fournols, France},
 	Month = {May},
	Year = {2005}
} 


@InProceedings{Boulanger05b, 
	Author = {Boulanger, J. and Kervrann, Ch. and Bouthemy, P.},
	Title = {An adaptive statistical method for 4d-fluorescence image sequence denoising with spatio-temporal discontinuities preserving},
	BookTitle = {Proceedings of Imaging for Medical and Life Sciences (IMVIE2)},
	Address = {Ilkirch, France},
 	Month = {March},
	Year = {2005}
} 


@InProceedings{Boulanger05c, 
	Author = {Boulanger, J. and Kervrann, Ch. and Bouthemy, P.},
	Title = {An adaptive statistical method for denoising 4D fluoresence image sequences with preservation of spatio-temporal discontinuities},
	BookTitle = {Proc. Int. Conf. on Image Processing (ICIP'05) (2)},
	Pages = {145--148},
	Address = {Genova, Italy},
 	Month = {September},
	Year = {2005}
} 


@InProceedings{Boulanger05d, 
	Author = {Boulanger, J. and Kervrann, Ch. and Bouthemy, P.},
	Title = {Adaptive spatio-temporal restoration for 4D fluoresence microscopic imaging},
	BookTitle = {Int. Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI'05)},
	Pages = {893--901},
	Address = {Palm Springs, USA},
 	Month = {October},
	Year = {2005}
} 


@TechReport{Bouthemy05a, 
	Author = {Bouthemy, P. and Hardouin, C. and Piriou, G. and Yao, J.},
	Title = {Auto-models with mixed states and analysis of motion textures},
	Number = {1682},
	Institution = {IRISA},
	Year = {2005}
} 


@TechReport{cao05c, 
	Author = {Cao, F. and Bouthemy, P.},
	Title = {A general criterion for image similarity detection},
	Number = {1732},
	Institution = {IRISA},
	Year = {2005}
} 


@InCollection{cao05d, 
	Author = {Cao, F. and Veit, Th. and Bouthemy, P.},
	Title = {Image comparison and motion detection by {a contrario} methods},
	BookTitle = {Computational Vision in Neural and Machine Systems},
	editor = {Harris, Laurence and Jenkin, Michael},
	Publisher = {Cambridge University Press},
	Year = {2005}
} 


@article{Gelgon05, 
	Author = {Gelgon, M. and Bouthemy, P. and Le Cadre, J.-P.},
	Title = {Recovery of the trajectories of multiple moving objects in an image sequence with a {PMHT} approach},
	Journal = {Image and Vision Computing J},
	Volume = {23},
	Number = {1},
	Pages = {19--31},
	Year = {2005}
} 


@Misc{Kervrann05a, 
	Author = {Kervrann, Ch. and Boulanger, J. and Bouthemy, P.},
	Title = {Spatio-Temporal Analysis in 4D Video-Microscopy},
	Howpublished = {ERCIM News No.60, Special Theme: Biomedical Informatics},
	Month = {January},
	Year = {2005}
} 


@TechReport{Lehmann05r, 
	Author = {Lehmann, A. and Bouthemy, P. and Yao, J.-F.},
	Title = {Comparison of video dynamic contents without feature matching by using rank-tests},
	Number = {5586},
	Institution = {INRIA},
	Year = {2005}
} 


@InProceedings{Piriou05a, 
	Author = {Piriou, G. and Bouthemy, P. and Yao, J-F.},
	Title = {Motion content recognition in video database with mixed-state probabilistic causal models},
	BookTitle = {Int. Workshop on Content-Based Multimedia Indexing, CBMI'2005},
	Address = {Riga},
 	Month = {June},
	Year = {2005}
} 


@article{Peyrard05a, 
	Author = {Peyrard, N. and Bouthemy, P.},
	Title = {Motion-based selection of relevant video segments for video summarization},
	Journal = {Multimedia Tools and Applications Journal},
	Volume = {26},
	Number = {3},
	Pages = {259--276},
	Year = {2005}
} 


@InProceedings{Veit05a, 
	Author = {Veit, Th. and Cao, F. and Bouthemy, P.},
	Title = {A maximality principle applied to a contrario motion detection},
	BookTitle = {Proc Int. Conf. on Image Processing (ICIP'05)},
	Volume = {2},
	Pages = {426--429},
	Address = {Genova, Italy},
 	Month = {September},
	Year = {2005}
} 


@InProceedings{Venkatesh05a, 
	Author = {Venkatesh Babu, R. and Pérez, P. and Bouthemy, P.},
	Title = {Robust tracking with motion estimation and kenel-based color modelling},
	BookTitle = {Proc. Int. Conf. on Image Processing (ICIP'05)},
	Address = {Genova, Italy},
 	Month = {September},
	Year = {2005}
} 


@InProceedings{Auvray06a, 
	Author = {Auvray, V. and Bouthemy, P. and Lienard, J.},
	Title = {Motion estimation in X-Ray image sequence with bi-distributed transparency},
	BookTitle = {Proc. Int. Conf. on Image Processing (ICIP'06)},
	Pages = {1057--1060},
	Address = {Atlanta, USA},
 	Month = {October},
	Year = {2006}
} 


@InProceedings{Auvray06b, 
	Author = {Auvray, V. and Bouthemy, P and Lienard, J.},
	Title = {Motion-based segmentation of transparent layers in video sequences},
	BookTitle = {Proc. Int. Workshop on Multimedia Content Representation, Classification and Security, MRCS'2006},
	Volume = {4105 (LNCS)},
	Pages = {298--305},
	Address = {Istanbul, Turkey},
 	Month = {September},
	Year = {2006}
} 


@InProceedings{Boulanger06b, 
	Author = {Boulanger, J. and Kervrann, Ch. and Bouthemy, P.},
	Title = {Estimation of dynamic background for fluorescence video-microscopy},
	BookTitle = {Proc. IEEE Int. Conf. on Image Processing (ICIP'06)},
	Pages = {2509--2512},
	Address = {Atlanta, USA},
 	Month = {October},
	Year = {2006}
} 


@InProceedings{Boulanger06a, 
	Author = {Boulanger, J. and Kervrann, Ch. and Bouthemy, P.},
	Title = {Adaptive space-time patch-based method for image sequence restoration},
	BookTitle = {Proc. Int. Workshop on Statistical Methods in Multi-Image and Video Processing (SMVP'06)},
	Pages = {1--14},
	Address = {Graz, Austria},
 	Month = {May},
	Year = {2006}
} 


@InCollection{Boulanger06c, 
	Author = {Boulanger, J. and Kervrann, Ch. and Bouthemy, P.},
	Title = {An adaptive statistical method for 4D-fluorescence image sequence denoising with spatio-temporal discontinuities preserving},
	BookTitle = {Biophotonics for Life Sciences and Medicine},
	editor = {Faugel, F. and Smigielski, P. and Brandenburg, A. and Fontaine, J.},
	Pages = {97--113},
	Publisher = {Fontis Media SA, Lausanne, Switzerland},
	Year = {2006}
} 


@TechReport{Boulanger06d, 
	Author = {Boulanger, J. and Kervrann, Ch. and Bouthemy, P.},
	Title = {Space-time adaptation for patch-based image sequence restoration},
	Number = {1798},
	Institution = {IRISA},
	Address = {Rennes, France},
 	Month = {April},
	Year = {2006}
} 


@InProceedings{Boulanger06e, 
	Author = {Boulanger, J. and Kervrann, Ch. and Bouthemy, P.},
	Title = {Simulation and estimation of fluorescence in microscopy image sequence},
	BookTitle = {Proc. MICCAI'06 workshop on microscopique image analysis and application to biology},
	Pages = {18--26},
	Address = {Copenhagen, Denmark},
 	Month = {October},
	Year = {2006}
} 


@article{Bouthemy06, 
	Author = {Bouthemy, P. and Hardouin, Ch. and Piriou, G. and Yao, J.-F.},
	Title = {Mixed-state auto-models and motion texture modeling},
	Journal = {Journal of Mathematical Imaging and Vision},
	Volume = {25},
	Number = {3},
	Pages = {387--402},
	Year = {2006}
} 


@InProceedings{Cao06b, 
	Author = {Cao, F. and Bouthemy, P},
	Title = {A general principled method for image similarity validation},
	BookTitle = {Proc. Int. Workshop on Adaptive Multimedia Retrieval (AMR'2006)},
	Volume = {4398 (LNCS)},
	Pages = {57--70},
	Address = {Geneva, Switzerland},
 	Month = {July},
	Year = {2006}
} 


@InProceedings{Crivelli06, 
	Author = {Crivelli, T. and Cernuschi-Frias, B. and Bouthemy, P. and Yao, J.-F.},
	Title = {Mixed-state Markov random fields for motion texture modeling and segmentation},
	BookTitle = {Proc. IEEE Int. Conf. on Image Processing (ICIP'06)},
	Pages = {1857--1860},
	Address = {Atlanta, USA},
 	Month = {October},
	Year = {2006}
} 


@InProceedings{Crivelli06b, 
	Author = {Crivelli, T. and Cernuschi-Frias, B. and Bouthemy, P. and Yao, J.-F.},
	Title = {Segmentation of motion textures using mixed-state {M}arkov random fields},
	BookTitle = {Proc. Conf. SPIE Math.of Data/Image Pattern Recognition, Compression, and Encryption with Applications},
	Volume = {6315},
	Pages = {1--12},
	Address = {San Diego, USA},
 	Month = {August},
	Year = {2006}
} 


@Misc{Djeraba06, 
	Author = {Djeraba, Ch. and Gabbouj, M. and Bouthemy, P.},
	Title = {Multimedia indexing and retrieval: ever great challenges (guest editorial)},
	Howpublished = {Multimedia Tools and Applications, special issue},
	Volume = {30},
	Number = {3},
	Pages = {221--228},
	Year = {2006}
} 


@article{Kokaram06, 
	Author = {Kokaram, A. and Rea, N. and Dahyot, R. and Tekalp, M, and Bouthemy, P. and Gros, P. and Sezan, I.},
	Title = {Browsing sports video (Trends in sports-related indexing and retrieval work)},
	Journal = {IEEE Signal Processing Magazine},
	Volume = {23},
	Number = {2},
	Pages = {47--58},
	Month = {March},
	Year = {2006}
} 


@InProceedings{Lehmann06w, 
	Author = {Lehmann, A. and Bouthemy, P and Yao, J.-F.},
	Title = {Rank-test similarity measure between video segments for local descriptors},
	BookTitle = {Proc. Int. Workshop on Adaptive Multimedia Retrieval (AMR'2006)},
	Volume = {4398 (LNCS)},
	Pages = {71--81},
	Address = {Geneva, Switzerland},
 	Month = {July},
	Year = {2006}
} 


@article{Piriou06a, 
	Author = {Piriou, G. and Bouthemy, P. and Yao, J.-F.},
	Title = {Recognition of dynamic video contents with global probabilistic models of visual motion},
	Journal = {IEEE Trans. on Image Processing},
	Volume = {15},
	Number = {11},
	Pages = {3417--3430},
	Year = {2006}
} 


@article{Veit06a, 
	Author = {Veit, Th. and Cao, F. and Bouthemy, P.},
	Title = {An {a contrario} decision framework for region-based motion detection},
	Journal = {International Journal on Computer Vision},
	Volume = {68},
	Number = {2},
	Pages = {163--178},
	Year = {2006}
} 


@TechReport{Veit06b, 
	Author = {Veit, Th. and Cao, F. and Bouthemy, P.},
	Title = {An a contrario space-time grouping framework for the detection of coherent motions},
	Number = {6061},
	Pages = {1--33},
	Institution = {INRIA},
	Month = {November},
	Year = {2006}
} 


@InProceedings{Venkatesh06a, 
	Author = {Venkatesh Babu, R. and Pérez, P. and Bouthemy, P.},
	Title = {Kernel-based robust tracking for objects undergoing occlusion},
	BookTitle = {Proc. Asian Conf. on Computer Vision (ACCV'06)},
	Volume = {3852 (LNCS)},
	Pages = {353--362},
	Address = {Hyderabad, India},
 	Month = {January},
	Year = {2006}
} 


@article{Boulanger07a, 
	Author = {Boulanger, J. and Kervrann, Ch. and Bouthemy, P.},
	Title = {Space-time adaptation for patch based image sequence restoration},
	Journal = {IEEE Trans. on Pattern Analysis and Machine Intelligence},
	Volume = {29},
	Number = {6},
	Pages = {1096--1102},
	Year = {2007}
} 


@TechReport{Crivelli07a, 
	Author = {Crivelli, Th. and Cernuschi-Frias, B. and Bouthemy, P. and Yao, J.-F.},
	Title = {Mixed-state models in image motion analysis: theory and applications},
	Number = {6335},
	Institution = {INRIA},
	Month = {September},
	Year = {2007}
} 


@InProceedings{Crivelli07b, 
	Author = {Crivelli, Th. and Cernuschi-Frias, B. and Bouthemy, P.},
	Title = {Modelos temporales de texturas de movimiento con estados mixtos},
	BookTitle = {Symposium on Technology (AST 2007)},
	Pages = {1--7},
	Address = {36 JAIIO, Mar del Plata, Argentina},
 	Month = {August},
	Year = {2007}
} 


@InProceedings{Crivelli07c, 
	Author = {Crivelli, Th. and Cernuschi-Frias, B. and Bouthemy, P.},
	Title = {Una teoria sobre campos aleatorios mixtos con aplicacion al analisis de movimiento en imagenes},
	BookTitle = {XII Reunion de Trabajo en Procesamiento de la Informacion y Control (RPIC 2007)},
	Address = {Rio Gallegos, Argentina},
 	Month = {October},
	Year = {2007}
} 


@article{Crivelli07d, 
	Author = {Crivelli, Th. and Cernuschi-Frias, B. and Bouthemy, P.},
	Title = {Texturas de movimiento: campos markovianos mixtos y segmentacion},
	Journal = {RIAI Revista Iberoamericana de Automática e Informática Industrial},
	Volume = {4},
	Number = {4},
	Pages = {80--86},
	Year = {2007}
} 


@InProceedings{Hervieu07a, 
	Author = {Hervieu, A. and Bouthemy, P. and Le Cadre, J.-P.},
	Title = {Reconnaissance d'évènements dans des vidéos par l'analyse de trajectoires à l'aide de modèles de Markov},
	BookTitle = {Actes du Colloque GRETSI},
	Pages = {1--4},
	Address = {Troyes, France},
 	Month = {September},
	Year = {2007}
} 


@InProceedings{Hervieu07b, 
	Author = {Hervieu, A. and Bouthemy, P. and Le Cadre, J.-P.},
	Title = {A HMM-based method for recognizing dynamic video contents from trajectories},
	BookTitle = {Int. Conf. Image Processing (ICIP'07)},
	Volume = {4},
	Pages = {533--536},
	Address = {San Antonio, TX},
 	Month = {September},
	Year = {2007}
} 


@InProceedings{Pecot07a, 
	Author = {Pécot, Th. and Boulanger, J. and Kervrann, Ch. and Bouthemy, P.},
	Title = {Network tomography for trafficking simulation and analysis in fluorescence microscopy imaging},
	BookTitle = {Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'07)},
	Pages = {268--271},
	Address = {Washington, D.C},
 	Month = {April},
	Year = {2007}
} 


@InProceedings{Pecot07b, 
	Author = {Pécot, Th. and Boulanger, J. and Kervrann, Ch. and Bouthemy, P.},
	Title = {Tomographie de réseau appliquée à la simulation et à l'analyse de trafic dans des séquences d'images de microscopie à fluorescence},
	BookTitle = {Proc. Colloque GRETSI},
	Pages = {1--4},
	Address = {Troyes, France},
 	Month = {September},
	Year = {0}
} 


@InProceedings{Veit07, 
	Author = {Veit, Th. and Cao, F. and Bouthemy, P.},
	Title = {Space-time {a contrario} clustering for detecting coherent motion},
	BookTitle = {IEEE Int. Conf. on Robotics and Automation, ICRA'07},
	Pages = {33--39},
	Address = {Roma, Italy},
 	Month = {April},
	Year = {2007}
} 


@article{Venkatesh07a, 
	Author = {Venkatesh Babu, R. and Pérez, P. and Bouthemy, P.},
	Title = {Robust tracking with motion estimation and local Kernel-based color modeling},
	Journal = {Image and Vision Computing},
	Volume = {25},
	Number = {8},
	Pages = {1205--1216},
	Year = {2007}
} 


@InProceedings{Boulanger08b, 
	Author = {Boulanger, J. and Sibarita, J.-B. and Kervrann, Ch. and Bouthemy, P.},
	Title = {Non-parametric regression for patch-based fluorescence microscopy image sequence denoising},
	BookTitle = {Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'08)},
	Pages = {748--751},
	Address = {Paris, France},
 	Month = {May},
	Year = {2008}
} 


@InCollection{Boulanger08d, 
	Author = {Boulanger, J. and Pécot, Th. and Bouthemy, P. and Salamero, J. and Sibarita, J.-B. and Kervrann, Ch.},
	Title = {Simulation and estimation of intra-cellular dynamics and trafficking},
	BookTitle = {Microscopic Image Analysis for Life Science Applications},
	editor = {Wong, S. and Machiraju, R. and Rittscher, J.},
	Chapter= {7},
	Pages = {169--190},
	Publisher = {Artech Publishing House},
	Year = {2008}
} 


@TechReport{Boulanger08e, 
	Author = {Boulanger, J. and Kervrann, Ch. and Salamero, J. and Sibarita, J.-B. and Bouthemy, P.},
	Title = {Non-parametric regression for patch-based fluorescence microscopy image sequence denoisng},
	Number = {6651},
	Institution = {INRIA},
	Month = {September},
	Year = {2008}
} 


@InProceedings{Crivelli08a, 
	Author = {Crivelli, Th. and Cernuschi-Frias, B. and Bouthemy, P. and Yao, J.-F.},
	Title = {Recognition of dynamic video contents based on motion texture statistical models},
	BookTitle = {Proc. Int. Conf. on Computer Vision Theory and Applications (VISAPP'08)},
	Volume = {1},
	Pages = {283--289},
	Address = {Funchal, Portugal},
 	Month = {January},
	Year = {2008}
} 


@InProceedings{Crivelli08b, 
	Author = {Crivelli, Th. and Cernuschi-Frias, B. and Bouthemy, P. and Yao, J.F.},
	Title = {Temporal modeling of motion textures with mixed-states Markov chains},
	BookTitle = {Proc. Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP'08)},
	Pages = {881--884},
	Address = {Las Vegas, USA},
 	Month = {April},
	Year = {2008}
} 


@InProceedings{Crivelli08c, 
	Author = {Crivelli, Th. and Piriou, G. and Cernuschi-Frias, B. and Bouthemy, P. and Yao, J.F.},
	Title = {Simultaneous motion detection and background reconstruction with a mixed-state conditional Markov random field},
	BookTitle = {Proc. Eur. Conf. Computer Vision (ECCV'08)},
	Volume = {1},
	Pages = {113--126},
	Address = {Marseille, France},
 	Month = {October},
	Year = {2008}
} 


@InProceedings{Hervieu08a, 
	Author = {Hervieu, A. and Bouthemy, P. and Le Cadre, J.-P.},
	Title = {Video event classification and detection using 2D trajectories},
	BookTitle = {Int. Conf. on Computer Vision Theory and Applications (VISAPP'08)},
	Volume = {2},
	Pages = {158--166},
	Address = {Funchal, Portugal},
 	Month = {January},
	Year = {2008}
} 


@InProceedings{Hervieu08b, 
	Author = {Hervieu, A. and Bouthemy, P. and Le Cadre, J.-P.},
	Title = {Activity-based temporal segmentation for videos of interacting objects using invariant trajectory features},
	BookTitle = {Int. Conf. on Image Processing (ICIP'08)},
	Pages = {3208--3211},
	Address = {San Diego, CA},
 	Month = {October},
	Year = {2008}
} 


@article{Hervieu08c, 
	Author = {Hervieu, A. and Bouthemy, P. and Le Cadre, J.-P.},
	Title = {A statistical video content recognition method using invariant features on object trajectories},
	Journal = {IEEE Trans. on Circuits and Systems for Video Technology (Special Issue on "Event Analysis in Videos"},
	Volume = {18},
	Number = {11},
	Pages = {1533--1543},
	Year = {2008}
} 


@InProceedings{Pecot08a, 
	Author = {Pécot, Th. and Kervrann, Ch. and Bouthemy, P.},
	Title = {Network tomography-based tracking for intracellular traffic analysis in fluorescence microscopy imaging},
	BookTitle = {Proc. Int. Conf. on Bio-inspired Systems and Signal Processing (BIOSIGNALS'08)},
	Volume = {1},
	Pages = {154--161},
	Address = {Funchal, Portugal},
 	Month = {January},
	Year = {2008}
} 


@InProceedings{Pecot08b, 
	Author = {Pécot, Th. and Kervrann, Ch. and Bouthemy, P.},
	Title = {Minimal paths and probabilistic models for origin-destination traffic estimation in live cell imaging},
	BookTitle = {Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'08)},
	Pages = {843--846},
	Address = {Paris, France},
 	Month = {May},
	Year = {2008}
} 


@InProceedings{Pecot08e, 
	Author = {Pécot, Th. and Kervrann, Ch. and Bouthemy, P. and Chessel, A. and Sibarita, J.-B. and Salamero, J. and Boulanger, J.},
	Title = {Network tomography and minimal paths for traffic flow estimation in time-lapse fluorescence microscopy},
	BookTitle = {European Light Microscopy Initiative meeting (ELMI'08)},
	Address = {Davos, Switzerland},
 	Month = {May},
	Year = {2008}
} 


@article{Auvray09, 
	Author = {Auvray, V. and Bouthemy, P. and Lienard, J.},
	Title = {Joint motion estimation and layer segmentation in transparent image sequences - Application to noise reduction in X-ray image sequences},
	Journal = {EURASIP Journal on Advances in Signal Processing (doi:10.1155/2009/647262)},
	Volume = {2009},
	Number = {647262},
	Pages = {1--21},
	Year = {2009}
} 


@article{Boulanger09a, 
	Author = {Boulanger, J. and Kervrann, Ch. and Bouthemy, P.},
	Title = {A simulation and estimation framework for intracellular dynamics and trafficking in video-microscopy and fluorescence imagery},
	Journal = {Medical Image Analysis},
	Volume = {13},
	Pages = {132--142},
	Year = {2009}
} 


@article{Boulanger09b, 
	Author = {Boulanger, J. and Kervrann, Ch. and Bouthemy, P. and Elbau, P. and Sibarita, J.-B. and Salamero, J.},
	Title = {Patch-based non-local functional for denoising fluorescence microscopy image sequences},
	Journal = {IEEE Trans. on Medical Imaging},
	Volume = {29},
	Number = {2},
	Year = {2010}
} 


@InProceedings{Crivelli09a, 
	Author = {Crivelli, Th. and Bouthemy, P. and Cernuschi-Frias, B. and Yao, J.F.},
	Title = {Learning mixed-state Markov models for statistical motion texture tracking},
	BookTitle = {Proc. ICCV'09, Int. Workshop on Machine Learning for Vision-based Motion Analysis (MLVMA'09)},
	Address = {Kyoto, Japan},
 	Month = {October},
	Year = {2009}
} 


@InProceedings{Hervieu09b, 
	Author = {Hervieu, A. and Bouthemy, P. and Le Cadre, J.-P.},
	Title = {Trajectory-based handball video understanding},
	BookTitle = {ACM Int. Conf. on Image and Video Retrieval (CIVR'2009)},
	Pages = {1--8},
	Address = {Santorini, Greece},
 	Month = {July},
	Year = {2009}
} 


@article{Hervieu09c, 
	Author = {Hervieu, A. and Bouthemy, P. and Le Cadre, J.-P.},
	Title = {Reconnaissance d'évènements vidéos par l'analyse de trajectoires à l'aide de modèles de Markov},
	Journal = {Traitement du Signal},
	Volume = {26},
	Number = {3},
	Pages = {187--197},
	Year = {2009}
} 


@InProceedings{Pecot09a, 
	Author = {Pécot, Th. and Chessel, A. and Bardin, S. and Salamero, J. and Bouthemy, P. and Kervrann, Ch.},
	Title = {Conditional random fields for object and background estimation in fluorescence video-microscopy},
	BookTitle = {Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'09)},
	Pages = {734--737},
	Address = {Boston, MA},
 	Month = {June},
	Year = {2009}
}