Publications of Patrick Bouthemy

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Academic Journals

J. Boulanger, Ch. Kervrann, P. Bouthemy, P. Elbau, J.-B. Sibarita, J. Salamero. Patch-based non-local functional for denoising fluorescence microscopy image sequences. IEEE Trans. on Medical Imaging, 29(2), 2010.
V. Auvray, P. Bouthemy, J. Lienard. Joint motion estimation and layer segmentation in transparent image sequences - Application to noise reduction in X-ray image sequences. EURASIP Journal on Advances in Signal Processing (doi:10.1155/2009/647262), 2009(647262):1-21, 2009.
J. Boulanger, Ch. Kervrann, P. Bouthemy. A simulation and estimation framework for intracellular dynamics and trafficking in video-microscopy and fluorescence imagery. Medical Image Analysis, 13:132-142, 2009.
A. Hervieu, P. Bouthemy, J.-P. Le Cadre. A statistical video content recognition method using invariant features on object trajectories. IEEE Trans. on Circuits and Systems for Video Technology (Special Issue on "Event Analysis in Videos", 18(11):1533-1543, 2008.
J. Boulanger, Ch. Kervrann, P. Bouthemy. Space-time adaptation for patch based image sequence restoration. IEEE Trans. on Pattern Analysis and Machine Intelligence, 29(6):1096-1102, 2007.
R. Venkatesh Babu, P. Pérez, P. Bouthemy. Robust tracking with motion estimation and local Kernel-based color modeling. Image and Vision Computing, 25(8):1205-1216, 2007.
P. Bouthemy, Ch. Hardouin, G. Piriou, J.-F. Yao. Mixed-state auto-models and motion texture modeling. Journal of Mathematical Imaging and Vision, 25(3):387-402, 2006.
G. Piriou, P. Bouthemy, J.-F. Yao. Recognition of dynamic video contents with global probabilistic models of visual motion. IEEE Trans. on Image Processing, 15(11):3417-3430, 2006.
Th. Veit, F. Cao, P. Bouthemy. An a contrario decision framework for region-based motion detection. International Journal on Computer Vision, 68(2):163-178, 2006.
A. Kokaram, N. Rea, R. Dahyot, M, Tekalp, P. Bouthemy, P. Gros, I. Sezan. Browsing sports video (Trends in sports-related indexing and retrieval work). IEEE Signal Processing Magazine, 23(2):47-58, March 2006.
M. Gelgon, P. Bouthemy, J.-P. Le Cadre. Recovery of the trajectories of multiple moving objects in an image sequence with a PMHT approach. Image and Vision Computing J, 23(1):19-31, 2005.
N. Peyrard, P. Bouthemy. Motion-based selection of relevant video segments for video summarization. Multimedia Tools and Applications Journal, 26(3):259-276, 2005.
J.-N. Provost, C. Collet, P. Rostaing, P. Pérez, P. Bouthemy. Hierarchical Markovian segmentation of multispectral images for the reconstruction of water depth maps. Computer Vision and Image Understanding, 93(2):155-174, 2004.
R. Fablet, P. Bouthemy. Motion recognition using non parametric image motion models estimated from temporal and multiscale cooccurrence statistics. IEEE Trans. on Pattern Analysis and Machine Intelligence, 25(12):1619-1624, December 2003.
R. Fablet, P. Bouthemy, P. Pérez. Non-parametric motion characterization using causal probabilistic models for video indexing and retrieval. IEEE Trans. on Image Processing, 11(4):393-407, April 2002.
C. Papin, P. Bouthemy, G. Rochard. Unsupervised segmentation of low clouds from infrared METEOSAT images based on a contextual spatio-temporal labeling approach. IEEE Trans. on Geoscience and Remote Sensing, 40(1):104-114, January 2002.
E. Marchand, P. Bouthemy, F. Chaumette. A 2D-3D model-based approach to real-time visual tracking. Image and Vision Computing, 19(13):941-955, November 2001.
R. Fablet, P. Bouthemy. Non-parametric scene activity analysis for statistical retrieval with partial query. Journal of Mathematical Imaging and Vision, 14(3):257-270, May 2001.
C. Collet, J.-N. Provost, P. Rostaing, P. Pérez, P. Bouthemy. Segmentation bathymétrique d'images multispectrales SPOT. Traitement du Signal, 18(1):1-16, January 2001.
F. Dekeyser, P. Pérez, P. Bouthemy. Restoration of Noisy, Blurred, Undersampled Image Sequences Using a Parametric Motion Model. Réseaux et systèmes Répartis - calculateurs parallèles, 12(3):387-405, December 2000.
Y. Ricquebourg, P. Bouthemy. Real-time tracking of moving persons by exploiting spatio-temporal image slices. IEEE Trans. on Pattern Analysis and Machine Intelligence, 22(8):797-808, August 2000.
M. Mignotte, C. Collet, P. Pérez, P. Bouthemy. Sonar image segmentation using a hierarchical MRF model. IEEE Transactions on Image Processing, IP-9(7):1216-1231, July 2000.
M. Mignotte, C. Collet, P. Pérez, P. Bouthemy. Markov random field and fuzzy logic modeling in sonar imagery: application to the classification of underwater floor. Computer Vision and Image Understanding, 79(1):4-24, July 2000.
M. Gelgon, P. Bouthemy. A region-level motion-based graph representation and labeling for tracking a spatial image partition. Pattern Recognition, 33(4):725-740, April 2000.
M. Mignotte, C. Collet, P. Pérez, P. Bouthemy. Hybrid genetic optimization and statistical model-based approach for the classification of shadow shapes in sonar imagery. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22(2):129-141, February 2000.
M. Mignotte, C. Collet, P. Pérez, P. Bouthemy. Three-class Markovian segmentation of high resolution sonar images. Computer Vision and Image Understanding, 76(3):191-204, December 1999.
P. Bouthemy, M. Gelgon, F. Ganansia. A unified approach to shot change detection and camera motion characterization. IEEE Trans. on Circuits and Systems for Video Technology, 9(7):1030-1044, October 1999.
J.-M. Odobez, P. Bouthemy. Direct incremental model-based image motion segmentation for video analysis. Signal Processing, 6(2):143-155, 1998.
C. Collet, P. Thourel, M. Mignotte, P. Pérez, P. Bouthemy. Une nouvelle approche en traitement d'images sonar haute résolution : la segmentation markovienne hiérarchique multimodèle. Traitement du Signal, 15(3):231-250, September 1998.
S. Boukir, P. Bouthemy, F. Chaumette, D. Juvin. A local method for contour matching and its parallel implementation. Machine Vision and Applications, 10(5):321-330, April 1998.
V. Sundareswaran, P. Bouthemy, F. Chaumette. Exploiting image motion for active vision in a visual servoing framework. Int. Journal of Robotics Research, 15(6):629-645, December 1996.
A. Mitiche, P. Bouthemy. Computation and analysis of image motion: a synopsis of current problems and methods. Int. Journal of Computer Vision, 19(1):29-55, July 1996.
F. Chaumette, S. Boukir, P. Bouthemy, D. Juvin. Structure from controlled motion. IEEE Trans. on Pattern Analysis and Machine Intelligence, 18(5):492-504, May 1996.
J.-M. Odobez, P. Bouthemy. Estimation robuste multiéchelle de modèles paramétrés de mouvement sur des scènes complexes. Traitement du Signal, 12(2):113-128, 1995.
J.-M. Odobez, P. Bouthemy. Robust multiresolution estimation of parametric motion models. Journal of Visual Communication and Image Representation, 6(4):348-365, December 1995.
F. Meyer, P. Bouthemy. Region-based tracking using affine motion models in long image sequences. CVGIP : Image Understanding, 60(2):119-140, September 1994.
F. Heitz, P. Pérez, P. Bouthemy. Multiscale minimization of global energy functions in some visual recovery problems. CVGIP : Image Understanding, 59(1):125-134, January 1994.
F. Heitz, P. Bouthemy. Multimodal estimation of discontinuous optical flow using Markov random fields. IEEE Trans. on Pattern Analysis and Machine Intelligence, 15(12):1217-1232, December 1993.
P. Bouthemy, P. Lalande. Recovery of moving object masks in an image sequence using local spatiotemporal contextual information. Optical Engineering, 32(6):1205-1212, June 1993.
P. Bouthemy, E. Francois. Motion segmentation and qualitative dynamic scene analysis from an image sequence. Int. Journal of Computer Vision, 10(2):157-182, April 1993.
E. Francois, P. Bouthemy. Derivation of qualitative information in motion analysis. Image and Vision Computing Journal, 8(4):279-287, November 1990.
P. Bouthemy. A Maximum Likelihood Framework for Determining Moving Edges. IEEE trans on Pattern Analysis and Machine Intelligence, 11(5):499-511, May 1989.
P. Bouthemy. Modèles et méthodes pour l'analyse du mouvement dans une séquence d'images. Technique et Science Informatiques, 7(6):527-546, June 1988.
P. Bouthemy. Estimation et structuration d'indices spatio-temporels pour l'analyse du mouvement dans une séquence d'images. Traitement du signal, 4(3):239-257, 1987.
A. Mitiche, P. Bouthemy. Tracking modelled objects using binocular images. Computer Vision, Graphics and Image Processing, 32(3):384-396, December 1985.
P. Bouthemy, A. Benveniste. Modeling of atmospheric disturbances in meteorological pictures. IEEE Trans. on Pattern Analysis and Machine Intelligence, 6(5):587-600, September 1984.

Academic Journals (National audience)

A. Hervieu, P. Bouthemy, J.-P. Le Cadre. Reconnaissance d'évènements vidéos par l'analyse de trajectoires à l'aide de modèles de Markov. Traitement du Signal, 26(3):187-197, 2009.
Th. Crivelli, B. Cernuschi-Frias, P. Bouthemy. Texturas de movimiento: campos markovianos mixtos y segmentacion. RIAI Revista Iberoamericana de Automática e Informática Industrial, 4(4):80-86, 2007.

Book Chapters

J. Boulanger, Th. Pécot, P. Bouthemy, J. Salamero, J.-B. Sibarita, Ch. Kervrann. Simulation and estimation of intra-cellular dynamics and trafficking. In Microscopic Image Analysis for Life Science Applications, S. Wong, R. Machiraju, J. Rittscher (eds.), Chap. 7, pp. 169-190, Artech Publishing House, 2008.
J. Boulanger, Ch. Kervrann, P. Bouthemy. An adaptive statistical method for 4D-fluorescence image sequence denoising with spatio-temporal discontinuities preserving. In Biophotonics for Life Sciences and Medicine, F. Faugel, P. Smigielski, A. Brandenburg, J. Fontaine (eds.), pp. 97-113, Fontis Media SA, Lausanne, Switzerland, 2006.
F. Cao, Th. Veit, P. Bouthemy. Image comparison and motion detection by a contrario methods. In Computational Vision in Neural and Machine Systems, Laurence Harris, Michael Jenkin (eds.), Cambridge University Press, 2005.
P. Gros, R. Fablet, P. Bouthemy. New descriptors for image and video indexing. In State-of-the-Art in Content-Based Image and Video Retrieval, H. Burkhardt, H.-P. Kriegel, R. Veltkamp (eds.), Kluwer Academic Publishers, 2001.
N. Giordana, P. Bouthemy, F. Chaumette, F. Spindler, J.-C. Bordas, V. Just. Two dimensional model-based tracking of complex shapes for visual servoing tasks. In Robust vision for vision-based control of motion, M. Vincze, G. Hager (eds.), Chap. 6, pp. 67-75, IEEE Press, 2000.
J.M. Odobez, P. Bouthemy. Separation of moving regions from background in an image sequence acquired with a mobile camera. In Video Data Compression for Multimedia Computing, H.H. Li, S. Sun, H. Derin (eds.), Chap. 8, pp. 283-311, Kluwer Academic Publisher, 1997.
J.-M. Odobez, P. Bouthemy. Direct model-based image motion segmentation for dynamic scene analysis. In Recent Developments in Computer Vision, LNCS 1035, S.Z. Li, D.P. Mital, E.K. Teoh, H. Wang (eds.), pp. 91-100, Springer-Verlag, 1996.
C. Hennebert, V. Rebuffel, P. Bouthemy. Detection of small and slow moving objects observed by a mobile camera. In in Theory & Applications of Image Processing II, G. Borgefors (ed.), World Scientific, 1995.

International Conferences

Th. Crivelli, P. Bouthemy, B. Cernuschi-Frias, J.F. Yao. Learning mixed-state Markov models for statistical motion texture tracking. In Proc. ICCV'09, Int. Workshop on Machine Learning for Vision-based Motion Analysis (MLVMA'09), Kyoto, Japan, October 2009.
A. Hervieu, P. Bouthemy, J.-P. Le Cadre. Trajectory-based handball video understanding. In ACM Int. Conf. on Image and Video Retrieval (CIVR'2009), Pages 1-8, Santorini, Greece, July 2009.
Th. Pécot, A. Chessel, S. Bardin, J. Salamero, P. Bouthemy, Ch. Kervrann. Conditional random fields for object and background estimation in fluorescence video-microscopy. In Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'09), Pages 734-737, Boston, MA, June 2009.
Th. Crivelli, G. Piriou, B. Cernuschi-Frias, P. Bouthemy, J.F. Yao. Simultaneous motion detection and background reconstruction with a mixed-state conditional Markov random field. In Proc. Eur. Conf. Computer Vision (ECCV'08), Volume 1, Pages 113-126, Marseille, France, October 2008.
A. Hervieu, P. Bouthemy, J.-P. Le Cadre. Activity-based temporal segmentation for videos of interacting objects using invariant trajectory features. In Int. Conf. on Image Processing (ICIP'08), Pages 3208-3211, San Diego, CA, October 2008.
J. Boulanger, J.-B. Sibarita, Ch. Kervrann, P. Bouthemy. Non-parametric regression for patch-based fluorescence microscopy image sequence denoising. In Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'08), Pages 748-751, Paris, France, May 2008.
Th. Pécot, Ch. Kervrann, P. Bouthemy. Minimal paths and probabilistic models for origin-destination traffic estimation in live cell imaging. In Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'08), Pages 843-846, Paris, France, May 2008.
Th. Pécot, Ch. Kervrann, P. Bouthemy, A. Chessel, J.-B. Sibarita, J. Salamero, J. Boulanger. Network tomography and minimal paths for traffic flow estimation in time-lapse fluorescence microscopy. In European Light Microscopy Initiative meeting (ELMI'08), Davos, Switzerland, May 2008.
Th. Crivelli, B. Cernuschi-Frias, P. Bouthemy, J.F. Yao. Temporal modeling of motion textures with mixed-states Markov chains. In Proc. Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP'08), Pages 881-884, Las Vegas, USA, April 2008.
Th. Crivelli, B. Cernuschi-Frias, P. Bouthemy, J.-F. Yao. Recognition of dynamic video contents based on motion texture statistical models. In Proc. Int. Conf. on Computer Vision Theory and Applications (VISAPP'08), Volume 1, Pages 283-289, Funchal, Portugal, January 2008.
A. Hervieu, P. Bouthemy, J.-P. Le Cadre. Video event classification and detection using 2D trajectories. In Int. Conf. on Computer Vision Theory and Applications (VISAPP'08), Volume 2, Pages 158-166, Funchal, Portugal, January 2008.
Th. Pécot, Ch. Kervrann, P. Bouthemy. Network tomography-based tracking for intracellular traffic analysis in fluorescence microscopy imaging. In Proc. Int. Conf. on Bio-inspired Systems and Signal Processing (BIOSIGNALS'08), Volume 1, Pages 154-161, Funchal, Portugal, January 2008.
A. Hervieu, P. Bouthemy, J.-P. Le Cadre. A HMM-based method for recognizing dynamic video contents from trajectories. In Int. Conf. Image Processing (ICIP'07), Volume 4, Pages 533-536, San Antonio, TX, September 2007.
Th. Pécot, J. Boulanger, Ch. Kervrann, P. Bouthemy. Network tomography for trafficking simulation and analysis in fluorescence microscopy imaging. In Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'07), Pages 268-271, Washington, D.C, April 2007.
Th. Veit, F. Cao, P. Bouthemy. Space-time a contrario clustering for detecting coherent motion. In IEEE Int. Conf. on Robotics and Automation, ICRA'07, Pages 33-39, Roma, Italy, April 2007.
V. Auvray, P. Bouthemy, J. Lienard. Motion estimation in X-Ray image sequence with bi-distributed transparency. In Proc. Int. Conf. on Image Processing (ICIP'06), Pages 1057-1060, Atlanta, USA, October 2006.
J. Boulanger, Ch. Kervrann, P. Bouthemy. Estimation of dynamic background for fluorescence video-microscopy. In Proc. IEEE Int. Conf. on Image Processing (ICIP'06), Pages 2509-2512, Atlanta, USA, October 2006.
J. Boulanger, Ch. Kervrann, P. Bouthemy. Simulation and estimation of fluorescence in microscopy image sequence. In Proc. MICCAI'06 workshop on microscopique image analysis and application to biology, Pages 18-26, Copenhagen, Denmark, October 2006.
T. Crivelli, B. Cernuschi-Frias, P. Bouthemy, J.-F. Yao. Mixed-state Markov random fields for motion texture modeling and segmentation. In Proc. IEEE Int. Conf. on Image Processing (ICIP'06), Pages 1857-1860, Atlanta, USA, October 2006.
V. Auvray, P Bouthemy, J. Lienard. Motion-based segmentation of transparent layers in video sequences. In Proc. Int. Workshop on Multimedia Content Representation, Classification and Security, MRCS'2006, Volume 4105 (LNCS), Pages 298-305, Istanbul, Turkey, September 2006.
T. Crivelli, B. Cernuschi-Frias, P. Bouthemy, J.-F. Yao. Segmentation of motion textures using mixed-state Markov random fields. In Proc. Conf. SPIE Math.of Data/Image Pattern Recognition, Compression, and Encryption with Applications, Volume 6315, Pages 1-12, San Diego, USA, August 2006.
F. Cao, P Bouthemy. A general principled method for image similarity validation. In Proc. Int. Workshop on Adaptive Multimedia Retrieval (AMR'2006), Volume 4398 (LNCS), Pages 57-70, Geneva, Switzerland, July 2006.
A. Lehmann, P Bouthemy, J.-F. Yao. Rank-test similarity measure between video segments for local descriptors. In Proc. Int. Workshop on Adaptive Multimedia Retrieval (AMR'2006), Volume 4398 (LNCS), Pages 71-81, Geneva, Switzerland, July 2006.
J. Boulanger, Ch. Kervrann, P. Bouthemy. Adaptive space-time patch-based method for image sequence restoration. In Proc. Int. Workshop on Statistical Methods in Multi-Image and Video Processing (SMVP'06), Pages 1-14, Graz, Austria, May 2006.
R. Venkatesh Babu, P. Pérez, P. Bouthemy. Kernel-based robust tracking for objects undergoing occlusion. In Proc. Asian Conf. on Computer Vision (ACCV'06), Volume 3852 (LNCS), Pages 353-362, Hyderabad, India, January 2006.
V. Auvray, J. Lienard, P. Bouthemy. Multiresolution parametric estimation of transparent motions and denoising of fluoroscopic images. In Int. Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI'05), Palm Springs, USA, October 2005.
J. Boulanger, Ch. Kervrann, P. Bouthemy. Adaptive spatio-temporal restoration for 4D fluoresence microscopic imaging. In Int. Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI'05), Pages 893-901, Palm Springs, USA, October 2005.
V. Auvray, P. Bouthemy, J. Lienard. Multiresolution parametric estimation of transparent motions. In Proc. Int. Conf. on Image Processing (ICIP'05), Genova, Italy, September 2005.
J. Boulanger, Ch. Kervrann, P. Bouthemy. An adaptive statistical method for denoising 4D fluoresence image sequences with preservation of spatio-temporal discontinuities. In Proc. Int. Conf. on Image Processing (ICIP'05) (2), Pages 145-148, Genova, Italy, September 2005.
Th. Veit, F. Cao, P. Bouthemy. A maximality principle applied to a contrario motion detection. In Proc Int. Conf. on Image Processing (ICIP'05), Volume 2, Pages 426-429, Genova, Italy, September 2005.
R. Venkatesh Babu, P. Pérez, P. Bouthemy. Robust tracking with motion estimation and kenel-based color modelling. In Proc. Int. Conf. on Image Processing (ICIP'05), Genova, Italy, September 2005.
G. Piriou, P. Bouthemy, J-F. Yao. Motion content recognition in video database with mixed-state probabilistic causal models. In Int. Workshop on Content-Based Multimedia Indexing, CBMI'2005, Riga, June 2005.
J. Boulanger, Ch. Kervrann, P. Bouthemy. An adaptive statistical method for 4d-fluorescence image sequence denoising with spatio-temporal discontinuities preserving. In Proceedings of Imaging for Medical and Life Sciences (IMVIE2), Ilkirch, France, March 2005.
E. Arnaud, B. Fauvet, E. Mémin, P. Bouthemy. A robust and automatic face tracker dedicated to broadcast videos. In Proc. Int. Conf. on Image Processing (ICIP'05), Genova, Italy, 2005.
F. Coldefy, P. Bouthemy. Unsupervised soccer video abstraction based on pitch, dominant color and camera motion analysis. In Proc. ACM Multimedia 2004, New-York, October 2004.
F. Coldefy, P. Bouthemy, M. Betser, G. Gravier. Tennis video abstraction from audio and visual cues. In Proc. IEEE Int. Workshop on Multimedia Signal Processing, MMSP'2004, Siena, Italy, September 2004.
G. Piriou, P. Bouthemy, J.-F. Yao. Learned probabilistic image motion models for event detection in videos. In Proc. Int. Con. Pattern Recognition (ICPR'04), Cambridge, UK, August 2004.
V. Samson, P. Bouthemy. Learning classes for video interpretation with a robust parallel clustering method. In Proc. Int. Conf. Pattern Recognition (ICPR'04), Cambridge, UK, August 2004.
B. Fauvet, P. Bouthemy, P. Gros, F. Spindler. A geometrical key-frame selection method exploiting dominant motion estimation in video. In CVIR'04, Dublin, Ireland, July 2004.
T. Veit, F. Cao, P. Bouthemy. Probabilistic parameter-free motion detection. In Conf. Computer Vision and Pattern Recognition, CVPR'04, Washington, DC, June 2004.
P. Bouthemy. 2D motion description and contextual motion analysis: issues and new models. In Proc. Int. Workshop on Spatial Coherence for Visual Motion Analysis, SCVMA'2004, Prague, Czech Republic, May 2004.
G. Piriou, P. Bouthemy, J-F. Yao. Extraction of semantic dynamic content from videos with probabilistic motion models. In Proc. Eur. Conf. Computer Vision (ECCV'04, Prague, Czech Republic, May 2004.
G. Piriou, P. Bouthemy, N. Peyrard, J-F. Yao. Probabilistic models of image motion for recognition of dynamic content in video. In Int. Workshop on Computer Vision and Image Analysis, IWCVIA'03, Las Palmas de Gran Canaria, Spain, December 2003.
J.-F. Yao, G. Piriou, P. Bouthemy. A motion-based event detection method for video sequences. In Int. Conf. on Statistics, Combinatorics and Related Areas, abstract only, Portland, ME, October 2003.
N. Peyrard, P. Bouthemy. Detection of meaningful events in videos based on a supervised classification approach. In IEEE Int. Conf. on Image Processing, ICIP 2003, Barcelona, Spain, September 2003.
N. Peyrard, P. Bouthemy. Motion-based selection of relevant video segments for video summarisation. In IEEE Int. Conf. on Multimedia & Expo, ICME'2003, Baltimore, July 2003.
N. Peyrard, P. Bouthemy. Towards Extraction of Meaningful Temporal Video Segments. In 4th Intl. Workshop on Multimedia Information Retrieval, Juan-les-Pins, France, December 2002.
N. Peyrard, P. Bouthemy. Content-based video segmentation using statistical motion models. In British Machine Vision Conference, BMVC'02, Volume 2, Pages 527-536, Cardiff, UK, September 2002.
G. Lefaix, E. Marchand, P. Bouthemy. Motion-based Obstacle Detection and Tracking for Car Driving Assistance. In IAPR Int. Conf. on Pattern Recognition, ICPR'2002, Volume 4, Pages 74-77, Québec, Canada, August 2002.
R. Fablet, P. Bouthemy. Extraction of regions of interest based on motion activity for video retrieval with partial queries. In 9th Int. Conf. on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU'2002, Annecy, July 2002.
R. Fablet, P. Bouthemy. Non parametric motion recognition using temporal multiscale Gibbs models. In IEEE Int. Conference on Computer Vision and Pattern Recognition, CVPR'01, Kauai Marriott, Hawaii, December 2001.
A. Benzougar, P. Bouthemy, R. Fablet. MRF-based moving object detection from MPEG coded video. In IEEE Int. Conf. on Image Processing, ICIP'2001, Pages 402-405, Thessalonique, Greece, October 2001.
R. Fablet, P. Bouthemy. Motion recognition using spatio-temporal Random Walks in Sequence of 2D Motion-Related Measurements. In IEEE Int. Conf. on Image Processing, ICIP'2001, Pages 652-655, Thessalonique, Greece, October 2001.
F. Dekeyser, P. Bouthemy, P. Pérez. A New algorithm for super-resolution from image sequences. In 9th International Conference on Computer Analysis of Images and Patterns, CAIP 2001, W. Sharbek (ed.), Lecture Notes in Computer Science 2124, Pages 473-481, Warsaw, Poland, September 2001.
R. Fablet, P. Bouthemy. Statistical motion-based retrieval with partial query. In 4th Intl Conf. on Visual Information Systems, Visual 2000, LNCS 1929, Pages 96-107, Lyon, France, November 2000.
C. Collet, J.-N. Provost, P. Rostaing, P. Pérez, P. Bouthemy. SpotSatellite data analysis for bathymetric mapping. In IEEE Int. Conf. on Image Processing, ICIP'2000, Vancouver, Canada, September 2000.
F. Dekeyser, P. Bouthemy, P. Pérez, E. Payot. Super-resolution from noisy image sequences exploiting a 2D parametric motion model. In IAPR Int. Conf. on Pattern Recognition, ICPR 2000, Volume 3, Pages 354-357, Barcelone, Espagne, September 2000.
F. Dekeyser, P. Bouthemy, P. Pérez. Spatio-temporal Wiener filtering of image sequences using a parametric motion model. In IEEE Int. Conf. on Image Processing, ICIP'2000, Vancouver, Canada, September 2000.
R. Fablet, P. Bouthemy. Statistical motion-based object indexing using optic flow field. In IAPR Int. Conf. on Pattern Recognition, ICPR 2000, Volume 4, Pages 287-290, Barcelone, Espagne, September 2000.
E. Veneau, R. Ronfard, P. Bouthemy. From video shot clustering to sequence sementation. In IAPR Int. Conf. on Pattern Recognition, ICPR 2000, Volume 4, Pages 254-257, Barcelone, Espagne, September 2000.
C. Papin, P. Bouthemy, E. Mémin, G. Rochard. Tracking and Characterization of Highly Deformable Cloud Structures. In European Conference on Computer Vision, ECCV 2000, LNCS 1843, Volume 2, Pages 428-442, Dublin, Irlande, June 2000.
F. Dekeyser, P. Pérez, P. Bouthemy. Restoration of noisy, blurred, undersampled image sequences using a parametric motion model. In Inter. Symposium on Image and Video Communications, ISIVC 2000, Rabat, Maroc, April 2000.
A. Szantai, F. Desalmand, M. Desbois, P. Lecomte, P. Pérez, S. Zimeras, P. Bouthemy. Tracking low-level clouds over land on Meteosat images. In 5th International Winds Workshop, JMA, WMO & EUMETSAT NOAA (ed.), Pages 1-8, Lorne, Australie, February 2000.
R. Fablet, P. Bouthemy, M. Gelgon. Moving Object Detection in Color Image Sequences using Region-Level Graph Labeling. In IEEE Int Conf. on Image Processing, ICIP'99, Kobe, Japan, October 1999.
P. Bouthemy, Y. Dufournaud, R. Fablet, R. Mohr, S. Peleg, A. Zomet. Video Hyper-link Creation for Content-Based Browsing and Navigation. In Workshop on Content-Based Multimedia Indexing, CBMI'99, Toulouse, France, October 1999.
E. Marchand, P. Bouthemy, F. Chaumette, V. Moreau. Visual tracking by coupling 2D motion and 3D pose estimation. In IEEE Int Conf. on Image Processing, ICIP'99, Volume 4, Pages 98-102, Kobe, Japan, October 1999.
J.-N. Provost, C. Collet, P. Pérez, P. Bouthemy. A hierarchical unsupervised multispectral model to segment SPOT images for ocean cartography. In IEEE Int. Conf. on Image Processing, ICIP'99, Kobe, Japan, October 1999.
D. Zugag, P. Bouthemy. Wipe detection in the temporal segmentation of video. In European Workshop on Content-Based Multimedia Indexing, CBMI'99, Toulouse, October 1999.
G. Csurka, P. Bouthemy. Direct Identification of Moving Objects and Background from 2D Motion Models. In IEEE Int. Conf. on Computer Vision, ICCV'99, Volume 1, Pages 566-571, Kerkira, Greece, September 1999.
E. Marchand, P. Bouthemy, F. Chaumette, V. Moreau. Robust real-time visual tracking using a 2D-3D model-based approach. In IEEE Int. Conf. on Computer Vision, ICCV'99, Volume 1, Pages 262-268, Kerkira, Greece, September 1999.
C. Papin, P. Bouthemy, E. Mémin, G. Rochard. Tracking and characterization of convective clouds from satellite images. In 1999 Eumetsat Meteorological Satellite Data User's Conference, Copenhague, Danemark, September 1999.
M. Mignotte, C. Collet, P. Pérez, P. Bouthemy. Markov random field models and fuzzy formalism-based data modeling for the sea-bed classification in sonar imagery. In SPIE Conf. Mathematical Modeling, Bayesian Estimation and Inverse Problems, Volume 3816, Pages 229-240, Denver, Colorado, July 1999.
P. Bouthemy, C. Garcia, R. Ronfard, G. Tziritas, E. Veneau, D. Zugaj. Scene segmentation and image feature extraction for video indexing and retrieval. In Proc. of the 3rd Int. Conf. on Visual Information Systems, Visual'99, Lecture Notes in Computer Science, Volume 1614, Pages 245-252, Amsterdam, The Netherland, June 1999.
R. Fablet, P. Bouthemy. Motion-based Feature Extraction and Ascendant Hierarchical Classification for Video Indexing and Retrieval. In Proc. of the 3rd Int. Conf. on Visual Information Systems, VISual99, Lecture Notes in Computer Science, Volume 1614, Pages 221-228, Amsterdam, The Netherland, June 1999.
R. Fablet, P. Bouthemy. Spatio-Temporal Segmentation and General Motion Characterization for Video Indexing and Retrieval. In 10th DELOS Workshop on Audio-Visual Digital Libraries, Santorini, Greece, June 1999.
M. Gelgon, P. Bouthemy, T. Dubois. A region tracking method with failure detection for an interactive video indexing environment. In Proc. of the 3rd Int. Conf. on Visual Information Systems, Visual'99, Lecture Notes in Computer Science, Volume 1614, Pages 261-268, Amsterdam, The Netherland, June 1999.
J.-N. Provost, C. Collet, P. Pérez, P. Bouthemy. Unsupervised multispectral segmentation of Spot images applied to nautical cartography. In IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing, NSIP'99, Antalya, Turquie, June 1999.
P. Bouthemy. Spatio-temporal video segmentation and representation for video indexing: new issues in motion analysis. In Colloque MRF'99: Mathematics and Shape Recognition, Mathématique et reconnaissance de formes, Luminy, April 1999.
M. Gelgon, P. Bouthemy, J.-P. Le Cadre. Associating and estimating trajectories of multiple moving regions with a probabilistic multi-hypothesis tracking approach. In Physics in Signal and Image Processing Symp, Paris, France, January 1999.
M. Mignotte, C. Collet, P. Pérez, P. Bouthemy. Bayesian inference and optimization strategies for some detection and classification problems in sonar imagery. In SPIE Conf. Non Linear Image Processing, Volume 3646, Pages 14-27, San Jose, Californiea, January 1999.
P. Bertolino, R. Mohr, C. Schmid, P. Bouthemy, M. Gelgon, F. Spindler, S. Benayoun, H. Bernard. Building and Using Hypervideos. In IEEE Workshop on Applications of Computer Vision (WACV'98), Pages 276-277, 1998.
M. Gelgon, P. Bouthemy, J-P. Le Cadre. A PMHT-based approach to associating and estimating trajectories of multiple moving regions in a video analysis context. In Workshop on statistical approaches for multi-target tracking, GDR ISIS - NUWC (National Underwater Warfare Center), Paris, November 1998.
C. Papin, P. Bouthemy, G. Rochard. Detection of low clouds in Meteosat images based on a contextual spatio-temporal labeling approach. In IEEE Int. Conf. on Image Processing, ICIP'98, Volume 3, Pages 561-565, Chicago, October 1998.
P. Bouthemy, R. Fablet. Motion characterization from temporal cooccurrences of local motion-based measures for video indexing. In Int. Conf on Pattern Recognition, ICPR'98, Volume 1, Pages 905-908, Brisbane, Australia, August 1998.
A. Crétual, F. Chaumette, P. Bouthemy. Complex Object Tracking by Visual Servoing based on 2D Image motion. In Int. Conf on Pattern Recognition, ICPR'98, Volume 2, Pages 1251-1254, Brisbane, Australia, August 1998.
M. Gelgon, P. Bouthemy. Determining a structured spatio-temporal representation of video content for efficient visualisation and indexing. In Proc. of the 5th European Conf. on Computer Vision, ECCV'98, Volume 1, Pages 595-609, Freiburg, Germany, June 1998.
M. Maurizot, P. Bouthemy, B. Delyon. 2D fluid motion analysis from a single image. In IEEE Int. Conf. on Computer Vision and Pattern Recognition, CVPR'98, Pages 184-189, Santa Barbara, June 1998.
N. Giordana, P. Bouthemy, F. Chaumette, F. Spindler, J.-C. Bordas, V. Just. 2D model-based tracking of complex shapes for visual servoing tasks. In IEEE Workshop on Robust Vision for Vision-based Control of Motion, ICRA'98, Leuven, Belgium, May 1998.
M. Mignotte, C. Collet, P. Pérez, P. Bouthemy. Statistical model and genetic optimization: application to pattern detection in sonar images. In Proc. Int. Conf. Acoust, Speech, Signal Processing, ICASSP'98, Seattle, USA, May 1998.
C. Papin, P. Bouthemy, G. Rochard. Segmentation of low clouds in Meteosat IR night-time images based on a contextual spatio-temporal labeling approach. In 1998 Eumetsat Meteorological Satellite Data User's Conference, Volume 2, Pages 370-373, Paris, France, May 1998.
F. Spindler, P. Bouthemy. Real-time estimation of dominant motion in underwater video images for dynamic positionning. In IEEE Int. Conf. on Robotics and Automation, ICRA'98, Volume 2, Pages 1063-1068, Leuven, Belgium, May 1998.
P. Bouthemy, P. Pérez. Mesure dense paramétrique et non paramétrique de champs de vitesse discontinus dans des séquences d'images selon des approches statistiques (papier invité). In Proc. Colloque Photo-Mécanique, Pages 1-12, Marne-la-Vallée, France, April 1998.
M. Maurizot, P. Bouthemy, B. Delyon. Direct localization, motion characterization and tracking of centers of atmospheric disturbances in Meteosat image sequences. In The Eumetsat Meteorological Satellite Data Users' Conference, EUMETSAT'97, Brussel, Belgium, October 1997.
M. Mignotte, C. Collet, P. Pérez, P. Bouthemy. Unsupervised hierarchical Markovian segmentation of sonar images. In 4th IEEE Int. Conf. Image Processing, ICIP'97, Santa-Barbara, California, October 1997.
Y. Ricquebourg, P. Bouthemy. Tracking of articulated structures exploiting spatio-temporal image slices. In 4th IEEE Int. Conf. Image Processing, ICIP'97, Santa-Barbara, California, October 1997.
M. Gelgon, P. Bouthemy. A region-level graph labeling approach to motion-based segmentation. In IEEE Conf. Computer Vision and Pattern Recognition, CVPR'97, Pages 514-519, Porto-Rico, June 1997.
M. Gelgon, P. Bouthemy. A hierarchical motion-based segmentation and tracking technique for video storyboard-like representation and content-based indexing. In Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS'97, Leuven, Belgium, June 1997.
M. Maurizot, P. Bouthemy, B. Delyon. Mesure du mouvement fluide 2D et recherche des points singuliers à partir d'une seule image. In 7ème Colloque National de Visualisation et de Traitement d'Images en Mécanique des Fluides, VISU'7, Saint-Louis, June 1997.
M. Gelgon, P. Bouthemy. A region-level motion-based graph representation and labeling for tracking a spatial image partition. In Workshop on Energy Minimisation Methods in Computer Vision and Pattern Recognition, EMMCVPR'97, LNCS 1223, Springer, Pages 409-424, Venice, Italy, May 1997.
M. Mignotte, C. Collet, P. Pérez, P. Bouthemy. Unsupervised Markovian segmentation of sonar images. In 22nd IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'97, Munich, Germany, May 1997.
M. Mignotte, C. Collet, P. Pérez, P. Bouthemy. Unsupervised segmentation applied on sonar images. In Workshop on Energy Minimisation Methods in Computer Vision and Pattern Recognition, EMMCVPR'97, LNCS 1223, Springer, Pages 491-506, Venice, Italy, May 1997.
C. Collet, P. Thourel, P. Pérez, P. Bouthemy. Sonar picture segmentation using Markovian multigrid algorithm and multiresolution analysis. In Proc. SPIE Conf. Nonlinear Image Processing VIII, EI'97, Vol. 3026, San Jose, February 1997.
P. Bouthemy, F. Ganansia. Video partitioning and camera motion characterization for content-based video indexing. In Proc. 3rd IEEE Int. Conf. Image Processing, Lausanne, Switzerland, September 1996.
C. Collet, P. Thourel, P. Pérez, P. Bouthemy. Hierarchical MRF modeling for sonar picture segmentation. In Proc. 3rd IEEE Int. Conf. Image Processing, Lausanne, Switzerland, September 1996.
N. Paragios, P. Pérez, G. Tziritas, C. Labit, P. Bouthemy. Adaptative detection of moving objects using multiscale techniques. In Proc. 3rd IEEE Int. Conf. Image Processing, ICIP'96, Lausanne, Switzerland, September 1996.
C. Hennebert, V. Rebuffel, P. Bouthemy. A hierarchical approach for scene segmentation based on 2D motion. In Proc. 13th Int. Conf. Pattern Recognition, Vienna, Austria, August 1996.
P. Thourel, C. Collet, P. Bouthemy, P. Pérez. Multiresolution analysis and MRF modeling applied to the segmentation of shadows in sonar pictures. In Proc. 2nd Asian Conf. on Computer Vision, Singapore, December 1995.
C. Hennebert, V. Rebuffel, P. Bouthemy. Spatio-temporal structuration of a textured scene based on motion and depth criteria. In 2nd Asian Conf. on Computer Vision, Singapore, December 1995.
J.-M. Odobez, P. Bouthemy. Direct model-based image motion segmentation for dynamic scene analysis. In 2nd Asian Conf. on Computer Vision, Singapore, December 1995.
M. Maurizot, P. Bouthemy, B. Delyon, A. Iouditski, J.-M. Odobez. Determination of singular points in 2D deformable flow fields. In 2nd IEEE Int. Conf. Image Processing, Washington DC, October 1995.
J.-M. Odobez, P. Bouthemy. MRF-based motion segmentation exploiting a 2D motion model robust estimation. In 2nd IEEE Int. Conf. Image Processing, Washington DC, October 1995.
Y. Ricquebourg, P. Bouthemy. Subpixel estimation of normal displacements along contours using MRF-models. In 2nd IEEE Int. Conf. Image Processing, Washington DC, October 1995.
Y. Ricquebourg, P. Bouthemy. A statistical regularization framework for estimating normal displacements along contours with subpixel accuracy. In 6th Conf. on Computer Analysis of Images and Patterns, Prague, Czech Republic, September 1995.
L. Cloutier, A. Mitiche, P. Bouthemy. Segmentation and estimation of image motion by a robust method. In 1st IEEE Conf. on Image Processing, ICIP'94, Austin, Texas, November 1994.
J.-M. Odobez, P. Bouthemy. Detection of multiple moving objects using multiscale MRF with camera motion compensation. In 1st IEEE Conf. on Image Processing, ICIP'94, Austin, Texas, November 1994.
B. Bascle, P. Bouthemy, R. Deriche, F. Meyer. Tracking complex primitives in an image sequence. In 12th Int. Conf. on Pattern Recognition, ICPR'94, Jerusalem, Israel, October 1994.
B. Giai-Checa, P. Bouthemy, T. Viéville. Segment-based detection of moving objects in a sequence of images. In 12th Int. Conf. on Pattern Recognition, ICPR'94, Jerusalem, Israel, October 1994.
J.-M. Odobez, P. Bouthemy. Robust multiresolution estimation of parametric motion models in complex image sequences. In Proc. 7th European Conf. on Signal Processing, Eusipco'94, Edinburgh, Scotland, September 1994.
F. Chaumette, S. Boukir, P. Bouthemy, D. Juvin. Optimal estimation of 3D structures using visual servoing. In IEEE Conf. Computer Vision and Pattern Recognition, CVPR'94, Pages 347-354, Seattle, Washington, June 1994.
V. Sundareswaran, P. Bouthemy, F. Chaumette. Active camera self-orientation using dynamic image parameters. In 3rd European Conf. on Computer Vision, ECCV'94, LNCS 801, Pages 111-116, Stockholm, Sverige, May 1994.
V. Sundareswaran, P. Bouthemy, F. Chaumette. Visual servoing using image motion information. In IAPR/IEEE Workshop on Visual Behaviors, Pages 102-106, Seattle, Washington, May 1994.
S. Boukir, P. Bouthemy, F. Chaumette, D. Juvin. Real-time contour matching over time in an active vision context. In 8th Scandinavian Conference on Image Analysis, SCIA'93, Pages 113-120, Tromsö, Norway, May 1993.
S. Boukir, F. Chaumette, P. Bouthemy, D. Juvin. An active robot vision system for real-time 3D structure recovery. In IFAC Workshop on Intelligent Autonomous Vehicles, Pages 139-144, Southampton, UK, April 1993.
P. Pérez, F. Heitz, P. Bouthemy. Global Bayesian estimation, constrained multiscale Markov random fields and the analysis of visual motion. In Maximum Entropy and Bayesian Methods, A. Mohammad-Djafari, G. Demoments (eds.), Paris, France, July 1992.
F. Heitz, E. Mémin, P. Bouthemy. Markov Random Fields and Parallel Algorithms for 2D Motion Analysis. In Imacs World Congress on Computation and Applied Mathematics, Dublin, Eire, January 1991.

National Conferences

Th. Crivelli, B. Cernuschi-Frias, P. Bouthemy. Una teoria sobre campos aleatorios mixtos con aplicacion al analisis de movimiento en imagenes. In XII Reunion de Trabajo en Procesamiento de la Informacion y Control (RPIC 2007), Rio Gallegos, Argentina, October 2007.
A. Hervieu, P. Bouthemy, J.-P. Le Cadre. Reconnaissance d'évènements dans des vidéos par l'analyse de trajectoires à l'aide de modèles de Markov. In Actes du Colloque GRETSI, Pages 1-4, Troyes, France, September 2007.
Th. Crivelli, B. Cernuschi-Frias, P. Bouthemy. Modelos temporales de texturas de movimiento con estados mixtos. In Symposium on Technology (AST 2007), Pages 1-7, 36 JAIIO, Mar del Plata, Argentina, August 2007.
V. Auvray, J. Lienard, P. Bouthemy. Estimation paramétrique multirésolution de mouvements transparents. In GRETSI 2005, Louvain-la-Neuve, Belgium, September 2005.
J. Boulanger, Ch. Kervrann, P. Bouthemy. Approche statistique adaptative pour le filtrage de séquences d'images 3D de fluoroscopie. In Congrès Jeunes Chercheurs en Vision par Ordinateur (ORASIS'05), Fournols, France, May 2005.
G. Piriou, F. Coldefy, P. Bouthemy, J-F. Yao. Détection supervisée d'événements à l'aide d'une modélisation probabiliste du mouvement per\ccu. In 14ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA 2004, Toulouse, France, January 2004.
G. Piriou, N. Peyrard, P. Bouthemy, J-F. Yao. Détection d'événements dans les vidéos à l'aide de modèles probabilistes de mouvement. In Colloque franco-tunisien TAIMA'03, Hammamet, Tunisie, September 2003.
R. Fablet, P. Bouthemy. Modélisation statistique non paramétrique et reconnaissance du mouvement. In 13ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA 2002, Volume 2, Pages 549-558, Angers, France, January 2002.
C. Lacoste, R. Fablet, P. Bouthemy, Y.-F. Yao. Création de résumés de vidéos par une approche statistique. In 13ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA 2002, Volume 1, Pages 153-162, Angers, France, January 2002.
F. Dekeyser, P. Bouthemy, P. Pérez. Une approche multi-échelle de super-résolution à partir de séquences d'images. In GRETSI 2001, Toulouse, France, September 2001.
C. Papin, P. Bouthemy, E. Mémin. Suivi de l'activité convective de cellules nuageuses dans des séquences d'images satellitaires. In 12ème Congrès Reconnaissance des Formes et Intelligence Artificielle, RFIA'2000, Volume 1, Pages 369-378, Paris, February 2000.
R. Fablet, P. Bouthemy, M. Gelgon. Étiquetage statistique d'un graphe de régions pour la détection d'objets mobiles dans des séquences d'images couleur. In 17eme Colloque Gretsi sur le traitement du signal et es images, Volume 2, Pages 499-502, Vannes, September 1999.
E. Marchand, P. Bouthemy, F. Chaumette, V. Moreau. Suivi robuste d'objets en temps-réel : une approche hybride 2D-3D. In 17eme Colloque Gretsi sur le traitement du signal et des images, Volume 1, Pages 115-118, Vannes, September 1999.
J.-N. Provost, C. Collet, P. Pérez, P. Bouthemy. Segmentation non-supervisée d'images multispectrale SPOT. Application à la cartographie maritime. In 17eme Colloque Gretsi sur le traitement du signal et des images, Volume 1, Pages 27-30, Vannes, September 1999.
D. Zugaj, P. Bouthemy. Detection de volets pour l'indexation de video par le contenu. In 17eme Colloque Gretsi sur le traitement du signal et des images, Volume 4, Pages 1033-1036, Vannes, September 1999.
P. Bouthemy. Segmentation spatio-temporelle, suivi, représentation et caractérisation du mouvement pour l'indexation vidéo. In Colloque franco-tunisien TAIMA'99, Tunis, March 1999.
S. Benayoun, H. Bernard, P. Bertolino, P. Bouthemy, M. Gelgon, R. Mohr, c. Schmid, F. Spindler. Structuration de videos pour des Interfaces de consultation avancées. In Journées CORESA (France Télécom-CNET), Pages 207-214, Lannion, June 1998.
M. Gelgon, P. Bouthemy. Segmentation hiérarchique au sens du mouvement et suivi temporel pour la structuration et la représentaion compacte de vidéo. In 11ème Congrès AFCET Reconnaissance des Formes et Intelligence Artificielle, RFIA'98, Volume 1, Pages 47-56, Clermont Ferrand, France, January 1998.
J.-M. Odobez, P. Bouthemy, E. Fleuet. Suivi 2D de pièces métalliques en vue d'un asservissement visuel. In 11ème Congrès AFCET Reconnaissance des Formes et Intelligence Artificielle, RFIA'98, Volume 2, Pages 173-182, Clermont Ferrand, France, January 1998.
M. Maurizot, P. Bouthemy, B. Delyon. Mesure et caractérisation de mouvements fluides 2D à partir d'une seule image. In 16ème Congrès GRETSI, Grenoble, France, September 1997.
P. Bouthemy. Quelques variantes du problème d'estimation-segmentation en analyse du mouvement 2D. In XXIXème Journées de Statistiques, Carcassonne, France, May 1997.
P. Gros, R. Mohr, M. Gelgon, P. Bouthemy. Indexation de vidéos par le contenu. In Journées France Télécom - CNET, CORESA'97, Issy-les-Moulineaux, France, March 1997.
C. Hennebert, V. Rebuffel, P. Bouthemy. Structuration spatio-temporelle d'une scène texturée : segmentation au sens du mouvement et de la profondeur. In 10ème Congrès Afcet/Afia en Reconnaissance des Formes et Intelligence Artificielle, Rennes, France, January 1996.
C. Collet, P. Thourel, P. Bouthemy, P. Pérez. Détection d'ombres sur images sonar par une analyse multirésolution et une modélisation markovienne. In Proc. 15ème Colloque GRETSI, Juan-les-Pins, France, September 1995.
J.-M. Odobez, P. Bouthemy. Estimation robuste multi-échelle de modèles paramétrés de mouvement sur des scènes complexes. In 9ème Congrès AFCET Reconnaissance des Formes et Intelligence Artificielle, RFIA'94, Paris, France, January 1994.
S. Boukir, P. Bouthemy, F. Chaumette, D. Juvin. Suivi de segment temps réel dans un contexte de vision active. In 2ème Conf. sur l'interface des mondes réels et virtuels, Pages 35-44, Montpellier, France, March 1993.
Th. Pécot, J. Boulanger, Ch. Kervrann, P. Bouthemy. Tomographie de réseau appliquée à la simulation et à l'analyse de trafic dans des séquences d'images de microscopie à fluorescence. In Proc. Colloque GRETSI, Pages 1-4, Troyes, France, September 0.

Research Reports

J. Boulanger, Ch. Kervrann, J. Salamero, J.-B. Sibarita, P. Bouthemy. Non-parametric regression for patch-based fluorescence microscopy image sequence denoisng. Research Report INRIA, No 6651, September 2008. download
Th. Crivelli, B. Cernuschi-Frias, P. Bouthemy, J.-F. Yao. Mixed-state models in image motion analysis: theory and applications. Research Report INRIA, No 6335, September 2007. download
Th. Veit, F. Cao, P. Bouthemy. An a contrario space-time grouping framework for the detection of coherent motions. Research Report INRIA, No 6061, November 2006. download
J. Boulanger, Ch. Kervrann, P. Bouthemy. Space-time adaptation for patch-based image sequence restoration. Research Report IRISA, No 1798, April 2006. download
P. Bouthemy, C. Hardouin, G. Piriou, J. Yao. Auto-models with mixed states and analysis of motion textures. Research Report IRISA, No 1682, 2005.
F. Cao, P. Bouthemy. A general criterion for image similarity detection. Research Report IRISA, No 1732, 2005.
A. Lehmann, P. Bouthemy, J.-F. Yao. Comparison of video dynamic contents without feature matching by using rank-tests. Research Report INRIA, No 5586, 2005.
T. Veit, F. Cao, P. Bouthemy. An a contrario framework for motion detection. Research Report INRIA, No 5313, 2004.
F. Dekeyser, P. Pérez, P. Bouthemy. Restauration de séquences d'images numériques ; rapport Bibliographique. convention Rapport intermédiaire de convention TIRESIAS IRISA-TCO-DGA, 2000.
F. Dekeyser, P. Pérez, P. Bouthemy. Restauration de séquences d'images numériques : étude d'algorithmes de traitement spatio-temporel. convention Rapport intermédiaire de convention TIRESIAS IRISA-TCO-DGA, 2000.
C. Baillard, C. Barillot, P. Bouthemy. Robust Adaptive Segmentation of 3D Medical Images with Level Sets. Research Report IRISA, No 1369, November 2000.
R. Fablet, P. Bouthemy, P. Pérez. Non parametric statistical analysis of scene activity for motion-based video indexing and retrieval. Research Report IRISA, No 1351, September 2000.
E. Marchand, P. Bouthemy, F. Chaumette. A 2D-3D model-based approach to real-time visual tracking. Research Report IRISA, No 1309, March 2000.
E. Marchand, P. Bouthemy, F. Chaumette. Étude sur le suivi 2D de formes complexes en vue d'une utilisation en commande référencée vision. convention Rapport de convention, contrat EdF - Inria Rennes, Irisa 1.97.C234, September 1999.
M. Maurizot, P. Bouthemy, B. Delyon. 2D fluid motion analysis from a single image: application to experimental visualizations of fluid flow. Research Report IRISA, No 1155, January 1998.
M. Gelgon, P. Bouthemy. Determining a structured spatio-temporal representation of video content for efficient visualisation and indexing. Research Report IRISA, No 1157, December 1997.
P. Bouthemy, M. Gelgon, F. Ganansia. A unified approach to shot change detection and camera motion characterization. Research Report IRISA, No 1148, November 1997.
J.M. Odobez, P. Bouthemy. Direct Incremental Model-Based Image Motion Segmentation for Video Analysis. Research Report Irisa, No 1129, October 1997.
M. Gelgon, P. Bouthemy. A region-level graph labeling approach to motion-based segmentation. Research Report Irisa, No 1070, December 1996.
J.M. Létang, P. Bouthemy, V. Rebuffel. Robust motion detection with temporal decomposition and statistical regularization. Publication Interne IRISA, No 950, October 1995.
M. Maurizot, P. Bouthemy, B. Delyon, A. Iouditski, J.-M. Odobez. Locating singular points and characterizing deformable flow fields in an image sequence. Publication Interne IRISA, No 891, December 1994.
V. Sundareswaran, P. Bouthemy, F. Chaumette. Visual servoing using dynamic image parameters. Publication Interne IRISA, No 2336, August 1994.
J.-M. Odobez, P. Bouthemy. Robust multiresolution estimation of parametric motion models applied to complex scenes. Publication Interne IRISA, No 788, January 1994.
S. Boukir, P. Bouthemy, F. Chaumette, D. Juvin. Mise en correspondance de segments dans une séquence d'images par une approche locale. Research Report INRIA, No 1792, October 1992.

Misc

Ch. Djeraba, M. Gabbouj, P. Bouthemy. Multimedia indexing and retrieval: ever great challenges (guest editorial). Multimedia Tools and Applications, special issue, No 3, pp. 221-228, 2006.
Ch. Kervrann, J. Boulanger, P. Bouthemy. Spatio-Temporal Analysis in 4D Video-Microscopy. ERCIM News No.60, Special Theme: Biomedical Informatics, January 2005.
R. Fablet, P. Bouthemy. Extraction d'attributs de mouvement et classification hiérarchique pour l'indexation vidéo par le contenu. ORASIS'99, Actes des journées francophones des jeunes chercheurs en analyse d'images et perception visuelle, pp. 15-24, Aussois, France, April 1999.
C. Papin, P. Bouthemy, E. Mémin, G. Rochard. Détection, suivi et caractérisation des nuages convectifs à partir d'images satellitaires. ORASIS'99, Actes des journées francophones des jeunes chercheurs en analyse d'images et perception visuelle, pp. 51-60, Aussois, France, April 1999.
J.-N. Provost, C. Collet, P. Pérez, P. Bouthemy. Segmentation d'images radiométriques multispectrales pour l'obtention de cartes bathymétriques. ORASIS'99, Actes des journées francophones des jeunes chercheurs en analyse d'images et perception visuelle, pp. 15-24, Aussois, France, April 1999.
S. Benayoun, H. Bernard, P. Bertolino, P. Bouthemy, M. Gelgon, R. Mohr, C. Schmid, F. Spindler. Structuring video documents for advanced interfaces. ACM Multimedia Conference, Demo session, Bristol, U.K, September 1998.
M. Gelgon, P. Bouthemy. Structuring a video for compact visual representation and content-based indexing. ACcenTS - ACTS Common European Newsletter on Multimedia Content Manipulation and Management, No 3, pp. 22-23, December 1997.
M. Gelgon, P. Bouthemy. Segmentation du mouvement par un schéma hiérarchique et Markovien pour la représentation compacte de vidéo. 6ème Journées Orasis, Sophia-Antipolis, France, October 1997.
V. Sundareswaran, P. Bouthemy, F. Chaumette. Active camera alignment by visual servoing. 4ème journées Orasis, pp. 17-20, Mulhouse, France, October 1993.

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