Publications of Patrick Pérez

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Academic Journals

A. Bugeau, P. Pérez. Detection and segmentation of moving objects in complex scenes. Comput. Vis. Image Understanding, 113(4):459-476, 2009.
A. Criminisi, T. Sharp, C. Rother, P. Pérez. Geodesic Image and Video Editing. ACM Trans. Graphics, 2009.
I. Junejo, E. Dexter, I. Laptev, P. Pérez. View-Independent Action Recognition from Temporal Self-Similarities. IEEE Trans. on Pattern Analysis and Machine Intelligence, 2009.
A. Bugeau, P. Pérez. Track and Cut: simultaneous tracking and segmentation of multiple objects with graph cuts. EURASIP Journal on Image and Video Processing (doi:10.1155/2008/317278), 2008(317278):1-14, 2008.
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.
C. Hue, J.-P. Le Cadre, P. Pérez. Posterior Cramer-Rao bounds for multi-target tracking. IEEE Trans. on Aerospace and Electronic Systems, 42(1):37-49, January 2006.
J. Vermaak, S. Godsill, P. Pérez. Monte Carlo filtering for multi-target tracking and data association. IEEE Trans. on Aerospace and Electronic Systems, 41(1):309-332, 2005.
P. Pérez, J. Vermaak, A. Blake. Data fusion for visual tracking with particles. Proc. IEEE, 92(3):495-513, 2004.
A. Criminisi, P. Pérez, K. Toyama. Region filling and object removal by exemplar-based inpainting. IEEE Trans. Image Processing, 13(9):1200-1212, 2004.
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.
P. Pérez, M. Gangnet, A. Blake. Poisson image editing. ACM Transactions on Graphics (SIGGRAPH'03), 22(3):313-318, 2003.
T. Corpetti, E. Mémin, P. Pérez. Extraction of Singular Points from Dense Motion Fields: an Analytic Approach. Journal of Mathematical Imaging and Vision, 19(3):175-198, 2003.
C. Hue, J.-P. Le Cadre, P. Pérez. Tracking multiple objects with particle filtering. IEEE Trans. on Aerospace and Electronic Systems, 38(3):791-812, July 2002.
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.
T. Corpetti, E. Mémin, P. Pérez. Dense Estimation of Fluid Flows. IEEE Transactions on Pattern Analysis and Machine Intelligence, 24(3):365-380, March 2002.
C. Hue, J.-P. Le Cadre, P. Pérez. Sequential Monte Carlo methods for multiple target tracking and data fusion. IEEE Trans. on Signal Processing, 50(2):309-325, February 2002.
E. Mémin, P. Pérez. Hierarchical estimation and segmentation of dense motion fields. Int. Journal of Computer Vision, 46(2):129-155, February 2002.
P. Hellier, C. Barillot, E. Mémin, P. Pérez. Hierarchical estimation of a dense deformation field for 3D robust registration. IEEE Transaction on Medical Imaging, 20(5):388-402, May 2001.
L. Hubert-Moy, A. Cotonnec, L. Le Du, A. Chardin, P. Pérez. A comparison of parametric classification procedures of remotly sensed data applied on different landscape units. Remote Sensing of Environment, 75(2):174-187, February 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.
P. Hellier, C. Barillot, E. Mémin, P. Pérez. Estimation robuse 3D d'un champ de déformation pour le recalage non-linéaire inter-sujet d'images cérébrales. Traitement du signal, 17(2):99-112, 2000.
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.
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.
P. Pérez, A. Chardin, J.-M. Laferté. Noniterative manipulation of discrete energy-based models for image analysis. Pattern Recognition, 33(4):573-586, April 2000.
J.-M. Laferté, P. Pérez, F. Heitz. Discrete Markov modeling and inference on the quad-tree. IEEE Transactions on Image Processing, à paraître, 9(3):390-404, March 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.
C. Kervrann, F. Davoine, P. Pérez, H. Li, R. Forcheimer, C. Labit. Generalized likelihood ratio-based face detection and extraction of mouth features. Pattern Recognition Letters, 18(9):899-912, 1998.
P. Pérez. Markov random fields and images. CWI Quarterly, 11(4):413-437, 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.
J.-M. Laferté, F. Heitz, P. Pérez. Modèles markoviens hiérarchiques et algorithmes d'estimation non linéaire sur le quadarbre. Traitement du Signal, 15(3):213-230, September 1998.
E. Mémin, P. Pérez. Optical flow estimation and object-based segmentation with robust techniques. IEEE Trans. on Image Processing, 7(5):703-719, May 1998.
P. Pérez, F. Heitz. Restriction of a Markov random field on a graph and multiresolution statistical image modeling. IEEE Trans. on Information Theory, 42(1):180-190, January 1996.
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.
P. Pérez, F. Heitz. Une approche multiéchelle à l'analyse d'images par champs markoviens. Traitement du Signal, 9(6):459-472, 1992.

International Conferences

M. Fradet, P. Pérez, Ph. Robert. Clustering point trajectories with various life-spans. In Proc. Eur. Conf. on Visual Media Production (CVMP'09), London, UK, November 2009.
E. Dexter, P. Pérez, I. Laptev. Multi-view synchronization of human actions and dynamic scenes. In Proc. British Machine Vision Conference (BMVC'09), London, UK, September 2009.
Ch. Kervrann, J. Boulanger, Th. Pécot, P. Pérez. Discriminant random field and patch-based redundancy analysis for image change detection. In Proc. IEEE Int. Workshop on Machine Learning for Signal Processing (MLSP'09), Pages 1-6, Grenoble, Fance, September 2009.
C. Avenel, E. Memin, P. Pérez. Tracking closed curves with non-linear stochastic filters. In Conf. on Scale Space and Variational Methods (SSVM'09), Pages 576-587, Voss, Norway, June 2009.
E. Dexter, P. Pérez, I. Laptev, I. N. Junejo. View-independent video synchronization from temporal self-similarities. In Proc. Int. Conf. on Computer Vision Theory and Applications (VISAPP'09), Volume 2, Pages 383-391, Lisboa, Portugal, February 2009.
V. Badrinarayanan, P. Pérez, F. Le Clerc, L. Oisel. Geometric layout based graphical model for multi-Part object tracking. In Proc. ECCV'08, 8th Workshop on Visual Surveillance, Pages 1-8, Marseille, France, October 2008.
M. Fradet, P. Pérez, Ph. Robert. Time-sequential extraction of motion layers. In Proc. Int. Conf. on Image Processing (ICIP'08), Pages 3224-3227, San Diego, CA, October 2008.
M. Fradet, P. Pérez, Ph. Robert. Semi-automatic motion segmentation with motion layer mosaics. In Proc. Eur. Conf. Computer Vision (ECCV'08), Volume 3, Pages 210-223, Marseille, France, October 2008.
I.N. Junejo, E. Dexter, I. Laptev, P. Pérez. Cross-view action recognition from temporal self-similarities. In Proc. Eur. Conf. Computer Vision (ECCV'08), Volume 2, Pages 293-306, Marseille, France, October 2008.
Ch. Kervrann, P. Pérez, J. Boulanger. Bayesian Non-local means, image redundancy and adaptive sstimation for image representation and applications. In SIAM Conf. on Imaging Science, San Diego, CA, July 2008.
A. Bugeau, P. Pérez. Track and Cut: simultaneous tracking and segmentation of multiple objects with graph cuts. In Proc. Int. Conf. on Computer Vision Theory and Applications (VISAPP'08), Volume 2, Pages 447-454, Funchal, Portugal, January 2008.
V. Badrinarayanan, P. Pérez, F. Le Clerc, L. Oisel. Probabilistic color and adaptive multi-feature tracking with dynamically switched priority between cues. In Proc. Int. Conf. Comp. Vis.(ICCV'07), Pages 1-8, Rio de Janeiro, Brazil, October 2007.
I. Laptev, P. Pérez. Retrieving actions in movies. In Proc. Int. Conf. Comp. Vis.(ICCV'07), Pages 1-8, Rio de Janeiro, Brazil, October 2007.
V. Badrinarayanan, P. Pérez, F. Le Clerc, L. Oisel. On uncertainties, random features and object tracking. In Proc. Int. Conf. Image Proc. (ICIP'07), Volume 5, Pages 61-64, San Antonio, TX, September 2007.
A. Bugeau, P. Pérez. Joint Tracking and Segmentation of Objects. In Proc. Conf. Advanced Concepts for Intelligent Vision Systems (ACIVS' 07), Pages 628-639, Delft, the Netherlands, August 2007.
A. Bugeau, P. Pérez. Detection and segmentation of moving objects in highly dynamic scenes. In Proc. Conf. Computer Vision and Pattern Recog. (CVPR' 07), Pages 1-8, Minneapolis, MI, June 2007.
A. Lehuger, P. Lechat, P. Pérez. An adaptive mixture color model for robust visual tracking. In Proc. Int. Conf. on Image Processing (ICIP'06), Pages 573-576, Atlanta, USA, October 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.
I. Laptev, S. Belongie, P. Pérez, J. Wills. Periodic motion detection and segmentation via approximate sequence alignment. In Proc. Int. Conf. on Computer Vision (ICCV'05), Beijing, China, October 2005.
P. Pérez, J. Vermaak. Bayesian tracking with auxiliary discrete processes. Application to detection and tracking of objects with occlusions. In Proc. ICCV'05 Workshop on Dynamical Vision, Beijing, China, October 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.
J. Vermaak, S. Maskell, M. Briers, P. Pérez. Bayesian visual tracking with existence process. In Proc. Int. Conf. on Image Processing (ICIP'05), Genova, Italy, September 2005.
J. Vermaak, S. Maskell, M. Briers, P. Pérez. Multi-Target Tracking and Existence. In Int. Conf. on Information Fusion (Fusion'05), Philadelphia, USA, July 2005.
P. Pérez, J. Vermaak. Visual tracking and auxiliary discrete processes. In Proc. Int. Symp. on Applied Stochastic Models and Data Analysis, Brest, France, May 2005.
L. Xie, P. Pérez. Slightly supervised learning of part-based appearance models. In Proc. IEEE Workshop on Learning in Comp. Vision and Pattern Recog. (LCVPR'04), Washington, DC, June 2004.
A. Blake, C. Rother, M. Brown, P. Pérez, Ph. Torr. Interactive image segmentation using an adaptive Gaussian mixture MRF model. In Eur. Conf. on Computer Vision, Prague, Czech Republic, May 2004.
J. Vermaak, N. Lawrence, P. Pérez. Variational inference for visual tracking. In Conf. Computer Vision and Pattern Recog, CVPR'03, Madison, Wisconsin, June 2003.
J. Vermaak, P. Pérez. Constrained subspace modeling. In Conf. Computer Vision and Pattern Recog, CVPR'03, Madison, Wisconsin, June 2003.
J. Vermaak, A. Doucet, P. Pérez. Maintaining multi-modality through mixture tracking. In Int. Conf. on Computer Vision, ICCV'03, Nice, France, June 2003.
A. Criminisi, P. Pérez, K. Toyama. Object Removal by Exemplar-Based Inpainting. In Conf. Computer Vision and Pattern Recog, CVPR'03, Volume 2, Pages 721-728, Madison, WI, June 2003.
C. Hue, J.-P. Le Cadre, P. Pérez. Performance analysis of two sequential Monte Carlo methods and posterior Cramer-Rao bounds for multi-target tracking. In Int. Conf. on Information Fusion (Fusion'02), Pages 464-473, Annapolis, Maryland, July 2002.
P. Pérez, C. Hue, J. Vermaak, M. Gangnet. Color-based probabilistic tracking. In Eur. Conf. on Computer Vision, ECCV'2002, LNCS 2350, Pages 661-675, Copenhaguen, Denmark, June 2002.
J. Vermaak, P. Pérez, M. Gangnet, A. Blake. Towards improved observation models for visual tracking: selective adaptation. In Proc. Eur. Conf. Computer Vision, ECCV'02, Volume 1, Pages 645-660, Copenhagen, Denmark, May 2002.
J. Vermaak, P. Pérez, M. Gangnet, A. Blake. Rapid Summarisation and Browsing of Video Sequences. In British Machine Vision Conference, BMVC'02, Volume 1, Cardiff, UK, May 2002.
T. Corpetti, E. Mémin, P. Pérez. Dense Motion Analysis in Fluid Imagery. In Eur. Conf. on Computer Vision, ECCV'2002, LNCS 2350, Pages 676-691, Copenhagen, Denmark, May 2002.
C. Hue, J.-P. Le Cadre, P. Pérez. Tracking multiple objects with particle filtering using multiple receivers. In Int. Seminar on Target Tracking: Algorithms & Applications, Pages 61-64, Twente, The Netherland, 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.
C. Hue, J.-P. Le Cadre, P. Pérez. The (MR)MTPF:particle filters to track multiple targets using multiple receivers. In Int. Conf. on Information Fusion (Fusion'01), Montreal, Canada, August 2001.
J. Vermaak, A. Blake, M. Gangnet, P. Pérez. Sequential Monte Carlo fusion of sound and vision for speaker tracking. In Proc. IEEE Int. Conf. Computer Vision, ICCV'01, Volume 1, Pages 741-746, Vancouver, Canada, July 2001.
P. Pérez, A. Blake, M. Gangnet. JetStream: probabilistic contour extraction with particles. In Proc. IEEE Int Conf. Computer Vision, ICCV'01, Vancouver, Canada, July 2001.
C. Hue, J.-P. Le Cadre, P. Pérez. A particle filter to track multiple objects. In IEEE Workshop on Multi-Object Tracking, Pages 61-68, Vancouver, Canada, July 2001.
S. Zimeras, T. Corpetti, M. Mémin, P. Pérez. Motion estimation using satellite data. In The statistics of directions, shapes and images workshop, Leeds, U.K, 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.
T. Corpetti, E. Mémin, P. Pérez. Estimating fluid optical flow. In IAPR Int. Conf. on Pattern Recognition, ICPR 2000, Volume 3, Pages 1045-1049, Barcelone, Espagne, 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.
T. Corpetti, E. Mémin, P. Pérez. Adaptation of standard optic methods to fluid motion. In Int. Symposium on Flow Visualization, paper 62, Pages 1-10, Edinburgh, Scotland, August 2000.
P. Hellier, C. Barillot, E. Mémin, P. Pérez. An energy-based framework for dense 3D registration of volumetric brain image. In IEEE Conf. Computer Vision and Pattern Recognition, CVPR'2000, Volume II, Pages 270-275, Hilton Head Island, South Carolina, USA, 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.
R. Fablet, B. Bouthemy, P. Pérez. Statistical motion-based video indexing and retrieval. In Conf. on Content-Based Multimedia Information Acces, RIAO'2000, Volume 1, Pages 602-619, Paris, France, 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.
A. Chardin, P. Pérez. Modes of posterior marginals with hierarchical models. In IEEE Int. Conf. on Image Processing, ICIP'99, Kobe, Japan, October 1999.
E. Mémin, P. Pérez. Dense/parametric estimation of fluid flows. In IEEE Int. Conf. on Image Processing, ICIP'99, 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.
F. Davoine, C. Kervrann, H. Li, P. Pérez, R. Forchheimer, C. Labit. On automatic face and facial features detection in video sequences. In Int. Workshop on Synthetic and Natural Hybrid Coding and $3D$ Imaging (IWSNHC3DI'97), Rhodes, September 1999.
A. Chardin, P. Pérez. Unsupervised image classification with a hierarchical EM algorithm. In IEEE Int. Conf. on Computer Vision, ICCV'99, Volume 2, Pages 969-974, Kerkira, Greece, September 1999.
P. Hellier, C. Barillot, E. Mémin, P. Pérez. Medical image registration with robust multigrid techniques. In Proc. of the 2nd Int. Conf. on Medical Image Computing and Computer-Assisted Intervention, MICCAI, C. Taylor, A. Colchester (eds.), Lecture Notes in Computer Science, Volume 1679, Pages 680-687, September 1999.
E. Mémin, P. Pérez. Fluid motion recovery by coupling dense and parametric fields. In IEEE Int. Conf. on Computer Vision, ICCV'99, Volume 1, Pages 620-625, Kerkira, Greece, September 1999.
A. Chardin, P. Pérez. Semi-iterative Inferences with Hierarchical Energy-based Models for image analysis. In Int. Workshop on Energy Minimzation Methods in Computer Vision and Pattern Recognition, Lecture Notes in Computer Science, Volume 1654, Pages 83-98, York, England, July 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.
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.
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.
A. Chardin, P. Pérez. Semi-iterative inference with hierarchical models. In Proc. Int. Conf. Image Processing, ICIP'98, Volume 1, Pages 630-634, Chicago, USA, October 1998.
E. Mémin, P. Pérez. Joint estimation-segmentation of optic flow. In Proc. of the 5th European Conf. on Computer Vision, ECCV'98, Volume 2, Pages 563-580, Freiburg, Germany, June 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.
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.
E. Mémin, P. Pérez. A multigrid approach to hierarchical motion estimation. In Proc. Int. Conf. on Computer Vision, ICCV'98, Pages 933-938, Bombay, India, January 1998.
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.
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.
P. Pérez, J.-M. Laferté. Noniterative manipulation of discrete energy-based models for image analysis. In Proc. Int. Work. on Energy Minimization Methods in Computer Vision and Pattern Recognition, Venice, Italy, May 1997.
C. Kervrann, F. Davoine, P. Pérez, H. Li, C. Labit, R. Forchheimer. Generalized Likelihood Ratio-based face detection and extraction of mouth features. In Int. Conf. on Audio and Video-Based Biometric Person Authentication, AVBPA'97, Crans-Montana, Switzerland, March 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.
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.
P. Piscaglia, B. Macq, E. Mémin, P. Pérez, L. Labit. Parallelized robust multiresollution motion estimation. In Proc. 3rd IEEE Int. Conf. Image Processing, Lausanne, Switzerland, September 1996.
C. Kervrann, F. Heitz, P. Pérez. Statistical model-based estimation and tracking of non-rigid motion. In Proc. 13th Int. Conf. Pattern Recognition, Pages 244-248, Vienna, Austria, August 1996.
J.-M. Laferté, F. Heitz, P. Pérez. A multiresolution EM algorithm for unsupervised image classification using a quadtree model. In Proc. 13th Int. Conf. Pattern Recognition, ICPR96, Viennna, Austria, August 1996.
E. Mémin, P. Pérez. Robust discontinuity-preserving model for estimating optical flow. In Proc. 13th Int. Conf. Pattern Recognition, ICPR96, Vienna, Austria, August 1996.
J.-M. Laferté, F. Heitz, P. Pérez, E. Fabre. Hierarchical statistical models for the fusion of multiresolution image data. In SPIE's symposium on Neural, Morphological and Stochastic Methods in Image and Signal Processing, Pages 42-53, San Diego, USA, 1995.
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.
J.-M. Laferté, F. Heitz, P. Pérez, E. Fabre. Hierarchical statistical models for the fusion of multiresolution image data. In Proc. Int. Conf. Computer Vision, Cambridge, USA, June 1995.
J.-M. Laferté, F. Heitz, P. Pérez. Global non-linear multigrid optimization for image analysis tasks. In Proc. Int. Conf. Acoust, Speech, Signal Processing (ICASSP), Pages 533-536, Adelaide, Australia, 1994.
P. Pérez, B. Gidas. Motion segmentation and tracking using deformable templates. In 1st IEEE Conf. on Image Processing, ICIP'94, Austin, Texas, November 1994.
P. Pérez, F. Heitz. Restriction of a Markov random field on a graphe: application to multiresolution image analysis. In Proc. IEEE Workshop on Multidimensional Signal Processing, Cannes, France, September 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.
P. Pérez, F. Heitz. Multiscale Markov random fields and constrained relaxation in low level image analysis. In Proc. IEEE Conf. Acoustics, Speech, and Signal Proc, San Francisco, California, March 1992.

National Conferences

E. Dexter, P. Pérez, I. Laptev. Synchronisation de séquences d'images Indépendamment des points de vue. In Proc. Congrès Jeunes Chercheurs en Vision par Ordinateur (ORASIS'09), Trégastel, France, June 2009.
E. Dexter, P. Pérez, I. Laptev, I. Junejo. Synchronisation de vidéos. In Proc. Journées Compression et Représentation des Signaux Audovisuels (CORESA'09), Toulouse, France, March 2009.
A. Bugeau, P. Pérez. Sélection de la taille du noyau pour l'estimation à noyau dans des espaces multidimensionnels hétérogènes. In Proc. Colloque GRETSI, Pages 1-4, Troyes, France, September 2007.
A. Lehuger, P. Lechat, P. Pérez. An adaptive mixture color model for robust visual tracking. In Proc. Congrès Francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA'06), Tours, January 2006.
A. Lehuger, P. Lechat, N. Laurent, P. Pérez. Suivi de joueurs dans les séquences sportives à fort changement d'illumination : évaluation du problème et solutions. In Proc. Journées Compression et Représentation des Signaux Visuels (CORESA'05), Rennes, France, November 2005.
T. Corpetti, E. Mémin, P. Pérez. Régularisation Div-Curl et Équation de Continuité pour l'Estimation du Mouvement Fluide. In 13ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA 2002, Volume 3, Pages 887-898, 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.
T. Corpetti, E. Mémin, P. Pérez. Estimation de mouvement fluide basée sur l'équation de continuité associée à une régularisation Div-Curl. In Actes des journées francophones des jeunes chercheurs en analyse d'images et perception visuelle, ORASIS'2001, Pages 481-490, Cahors, June 2001.
T. Corpetti, E. Mémin, P. Pérez. Estimation dense du mouvement en imagerie fluide. In 9ème colloque francophone de visualisation et de traitement d'images en mécanique des fluides, FLUVISU'2001, Rouen, June 2001.
C. Hue, J.-P. Le Cadre, P. Pérez. Trajectographie multi-objets par filtrage particulaire. In Actes des Journées Francophones des Jeunes Chercheurs en Analyse d'Images et Perception Visuelle (ORASIS'01), Pages 511-520, Cahors, June 2001.
A. Chardin, P. Pérez. Estimation hiérarchique semi-itérative du Mode des Marginales a Posteriori en imagerie. In 17eme Colloque Gretsi sur le traitement du signal et des images, Volume 1, Pages 207-210, Vannes, September 1999.
P. Hellier, C. Barillot, E. Mémin, P. Pérez. Recalage d'images cérébrales par estimation robuste contextuelle du flot optique. In 17eme Colloque Gretsi sur le traitement du signal et des images, Volume 4, Pages 1077-1080, Vannes, September 1999.
E. Mémin, P. Pérez. Estimation conjointe de champs de vitesse denses et paramétriques pour des écoulement fluides. In 17eme Colloque Gretsi sur le traitement du signal et des images, Volume 2, Pages 247-250, 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.
J.-M. Laferté, F. Heitz, P. Pérez, E. Fabre. Algorithme de Viterbi pour la fusion d'images multirésolution sur un graphe hiérarchique. In 10éme Congrès Afcet/Afia en Reconnaissance des Formes et Intelligence Artificielle, Volume 1, 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. Laferté, F. Heitz, P. Pérez, E. Fabre. Fusion d'images multirésolutions par modèles markoviens hiérarchiques. In Proc. 15ème Colloque GRETSI, Juan-les-Pins, France, September 1995.
E. Mémin, P. Pérez. Champ de Markov multirésolution et algorithme multigrille pour l'estimation du mouvement. In Proc. 15ème Colloque GRETSI, Juan-les-Pins, France, September 1995.
P. Pérez, F. Heitz. Restriction d'un champ markovien sur un graphe et analyse multirésolution de l'image. In Proc. Colloque GRETSI, Juan-les-Pins, France, September 1993.
P. Pérez, F. Heitz. Une approche multiéchelle à l'analyse d'images par champs markoviens. In Proc. Congrès AFCET/RFIA, Villeurbanne, France, November 1991.

Research Reports

A. Bugeau, P. Pérez. Track and Cut: simultaneous tracking and segmentation of multiple objects with graph cuts. Research Report INRIA, No 6337, October 2007. download
A. Bugeau, P. Pérez. Bandwidth selection for kernel estimation in mixed multi-dimensional spaces. Research Report INRIA, No 6286, September 2007. download
A. Bugeau, P. Pérez. Detection and segmentation of moving objects in complex scenes. Research Report INRIA, No 6282, September 2007. download
P. Pérez, M. Gangnet, A. Blake. PatchWorks: Example-Based Region Tiling for Image Editing. Research Report Microsoft Research, MSR-TR-2004-04, 2004. download
C. Hue, J.-P. Le Cadre, P. Pérez. Performance analysis of two sequential Monte Carlo methods and posterior Cramer-Rao bounds for multi-target tracking. Research Report IRISA, No 1457, April 2002.
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. Hue, J.-P. Le Cadre, P. Pérez. Tracking multiple objects with particle filtering. Research Report IRISA, No 1361, October 2000.
T. Corpetti, E. Mémin, P. Pérez. Dense fluid flow estimation. Research Report IRISA, No 1352, September 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.
F. Dealmand, M. Desbois, P. Leconte, A. Szantai, E. Mémin, P. Pérez, S. Zimeras. Calculation of low level winds over land. convention Rapport intermédiaire de la convention IRISA-EUMETSAT, February 2000.
P. Hellier, C. Barillot, E. Mémin, P. Pérez. Estimation robuste 3D d'un champ de déformation pour le recalage non-linéaire inter-sujet d'images cérébrales. Research Report IRISA, No 1281, November 1999.
J.-M. Laferté, P. Pérez, F. Heitz. Discrete Markov image modeling and inference on the quad-tree. Research Report Irisa, No 1198, July 1998.
E. Mémin, P. Pérez. Semi-parametric estimation and segmentation of optic flow. Research Report Irisa, No 1197, July 1998.
P. Pérez. Markov random fields and images. Research Report Irisa, No 1196, July 1998.
E. Mémin, P. Pérez. Adaptative multigrid and variable parameterization for optical-flow estimation. Research Report IRISA, No 1057, October 1996.
P. Pérez, J.-M. Laferté. Non-iterative manipulation of discrete energy-based models for image analysis. Research Report IRISA, No 1058, October 1996.
E. Mémin, P. Pérez, D. Machecourt. Dense estimation and object-based segmentation of the optical flow with robust techniques. Research Report IRISA, No 991, March 1996.
P. Pérez, F. Heitz. Restriction of a Markov random field on a graph and multiresolution image analysis. Rapport de Recherche IRISA, No 784, March 1994.

Misc

P. Hellier, C. Barillot, E. Mémin, P. Pérez. RoMEO : Robust Multilevel Elastic registration based on Optical flow. 2001.
P. Hellier, C. Barillot, E. Mémin, P. Pérez. Recalage d'images cérébrales par estimation robuste contextuelle du flot optique. ORASIS'99, Actes des journées francophones des jeunes chercheurs en analyse d'images et perception visuelle, pp. 85-91, 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.

Thesis

P. Pérez. Modèles et algorithmes pour l'analyse probabiliste des images. Habilitation à diriger des recherches Université de Rennes 1, December 2003.
P. Pérez. Champs markoviens et analyse multirésolution de l'image : application à l'analyse du mouvement. PhD Thesis université de Rennes 1, Traitement du signal, July 1993.

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