Publications of Patrick Pérez

Journals

  1. H. Jégou, F. Perronnin, M. Douze, J. Sánchez, P. Pérez, C. Schmid. Aggregating local image descriptors into compact codes. IEEE Trans. Pattern Anal. Machine Intell. To appear
  2. F. Cao, Y. Gousseau, S. Masnou and P. Pérez. Geometrically guided exemplar-based inpainting. SIAM J. Imaging Sciences, 4(4), 2011.
  3. Ch. Kervrann , J. Boulanger , Th. Pécot, P. Pérez and J. Salamero. Multiscale neighborhood-wise decision fusion for redundancy detection in image pairs . SIAM J. Multiscale Modeling and Simulation, 9(4), 2011
  4. I. Junejo, E. Dexter, I. Laptev, P. Pérez. View-Independent action recognition from temporal self-similarities. IEEE Trans. Pattern Anal. Machine Intell. 33(1), 2011
  5. A. Criminisi, T. Sharp, C. Rother, P. Pérez. Geodesic image and video editing. ACM Trans. Graphics, 29(5), 2010 - Presented to Siggraph 2011
  6. A. Bugeau, P. Pérez. Detection and segmentation of moving objects in complex scenes. Computer Vision and Image Understanding, 13(4), 2009
  7. A. Bugeau, P. Pérez. Track and Cut: simultaneous tracking and segmentation of multiple objects with graph cuts. J. Image and Video Proc., 2008
  8. R. Venkatesh Babu, P. Pérez, P. Bouthemy. Robust tracking with motion estimation and local kernel-based color modeling. Image and Vision Comp., 25(8), 2007
  9. C. Hue, J.-P. Le Cadre, P. Pérez. Posterior Cramer-Rao bounds for multi-target tracking. IEEE Trans. Aerospace and Electronic Systems, 42(1), 2006
  10. J. Vermaak, S. Godsill, P. Pérez. Monte Carlo filtering for multi-target tracking and data association. IEEE Trans. Aerospace and Electronic Systems, 41(1), 2005
  11. P. Pérez, J. Vermaak, A. Blake. Data fusion for visual tracking with particles. Proc. IEEE, 92(3), 2004
  12. A. Criminisi, P. Pérez, K. Toyama. Region filling and object removal by exemplar-based inpainting. IEEE Trans. Image Processing, 13(9), 2004
  13. J.-N. Provost, C. Collet, P. Rostaing, P. Pérez, P. Bouthemy. Hierarchical Markovian segmentation of multispectral images for the reconstruction of water depth maps. Comp. Vision and Image Understanding, 93(2), 2004
  14. P. Pérez, M. Gangnet, A. Blake. Poisson image editing. ACM Trans. Graphics, 22(3), 2003 - Proceedings of Siggraph 2003
  15. T. Corpetti, E. Mémin, P. Pérez. Extraction of singular points from dense motion fields: an analytic approach. J. Math. Imaging and Vision, 19(3), 2003
  16. C. Hue, J.-P. Le Cadre, P. Pérez. Tracking multiple objects with particle filtering. IEEE Trans. Aerospace and Electronic Systems, 38(3), 2002
  17. R. Fablet, P. Bouthemy, P. Pérez. Non-parametric motion characterization using causal probabilistic models for video indexing and retrieval. IEEE Trans. Image Processing, 11(4) 2002
  18. T. Corpetti, E. Mémin, P. Pérez. Dense estimation of fluid flows. IEEE Trans. Pattern Anal. Machine Intell., 24(3), 2002
  19. C. Hue, J.-P. Le Cadre, P. Pérez. Sequential Monte Carlo methods for multiple target tracking and data fusion. IEEE Trans. Signal Processing, 50(2), 2002
  20. E. Mémin, P. Pérez. Hierarchical estimation and segmentation of dense motion fields. Int. Journal of Computer Vision, 46(2), 2002
  21. P. Hellier, C. Barillot, E. Mémin, P. Pérez. Hierarchical estimation of a dense deformation field for 3D robust registration. IEEE Trans. Medical Imaging, 20(5), 2001
  22. L. Hubert-Moy, A. Cotonnec, L. Le Du, A. Chardin, P. Pérez. A comparison of parametric classification procedures of remotely sensed data applied on different landscape units. Remote Sensing of Environment, 75(2), 2001
  23. M. Mignotte, C. Collet, P. Pérez, P. Bouthemy. Sonar image segmentation using a hierarchical MRF model. IEEE Trans. Image Processing, 9(7), 2000
  24. 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. Comp. Vision and Image Understanding, 79(1), 2000
  25. P. Pérez, A. Chardin, J.-M. Laferté. Noniterative manipulation of discrete energy-based models for image analysis. Pattern Recognition, 33(4), 2000
  26. J.-M. Laferté, P. Pérez, F. Heitz. Discrete Markov modeling and inference on the quad-tree. IEEE Trans. Image Processing, 9(3), 2000
  27. 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 Trans. Pattern Anal. Machine Intell., 22(2), 2000
  28. M. Mignotte, C. Collet, P. Pérez, P. Bouthemy. Three-class Markovian segmentation of high resolution sonar images. Comp.Vision and Image Understanding, 76(3), 1999
  29. 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), 1998
  30. P. Pérez. Markov random fields and images. CWI Quarterly, 11(4), 1998
  31. E. Mémin, P. Pérez. Optical flow estimation and object-based segmentation with robust techniques. IEEE Trans. Image Processing, 7(5), 1998
  32. P. Pérez, F. Heitz. Restriction of a Markov random field on a graph and multiresolution statistical image modeling. IEEE Trans. Information Theory, 42(1), 1996
  33. F. Heitz, P. Pérez, P. Bouthemy. Multiscale minimization of global energy functions in some visual recovery problems. CVGIP : Image Understanding, 59(1), 1994
     

Conferences (selection)

  1. Ph. Weinzaepfel, H. Jégou and P. Pérez. Reconstructing an image from its local descriptors. CVPR’2011
  2. M. Douze, H. Jégou, C. Schmid, P.Pérez. Compact video description for copy detection with precise temporal alignment. ECCV’2010
  3. H. Jégou, M. Douze, C. Schmid and P.Pérez. Aggregating local descriptors into a compact image representation. CVPR’2010
  4. E. Dexter, P. Pérez, I. Laptev. Multi-view synchronization of human actions and dynamic scenes. BMVC'09
  5. Ch. Kervrann, J. Boulanger, Th. Pécot, P. Pérez. Discriminant random field and patch-based redundancy analysis for image change detection. MLSP'09
  6. M. Fradet, P. Pérez, Ph. Robert. Clustering point trajectories with various life-spans. CVMIP’09
  7. Ch. Avenel, E. Memin, P. Pérez. Tracking closed curves with non-linear stochastic filters. SSVM'09
  8. E. Dexter, P. Pérez, I. Laptev, I. N. Junejo. View-independent video synchronization from temporal self-similarities. VISAPP'09
  9. V. Badrinarayanan, P. Pérez, F. Le Clerc, L. Oisel. Geometric layout based graphical model for multi-part object tracking. ECCV'08 Workshop on Visual Surveillance
  10. M. Fradet, P. Pérez, Ph. Robert. Time-sequential extraction of motion layers. ICIP'08
  11. M. Fradet, P. Pérez, Ph. Robert. Semi-automatic motion segmentation with motion layer mosaics. ECCV'08
  12. I.N. Junejo, E. Dexter, I. Laptev, P. Pérez. Cross-view action recognition from temporal self-similarities. ECCV'08
  13. Ch. Kervrann, P. Pérez, J. Boulanger. Bayesian Non-local means, image redundancy and adaptive estimation for image representation and applications. SIAM CIS’08
  14. A. Bugeau, P. Pérez. Track and Cut: simultaneous tracking and segmentation of multiple objects with graph cuts. VISAPP'08
  15. I. Laptev, P. Pérez. Retrieving actions in movies. ICCV’07
  16. V. Badrinarayanan, P. Pérez, F. Le Clerc, L. Oisel. Probabilistic color and adaptive multi-feature tracking with dynamically switched priority between cues. ICCV’07
  17. V. Badrinarayanan, P. Pérez, F. Le Clerc, L. Oisel. On uncertainties, random features and object tracking. ICIP’07
  18. A. Bugeau, P. Pérez. Detection and segmentation of moving objects in highly dynamic scenes. CVPR’07
  19. A. Lehuger, P. Lechat, P. Pérez. An adaptive mixture color model for robust visual tracking. ICIP’06
  20. R. Venkatesh Babu, P. Pérez, P. Bouthemy. Kernel-based robust tracking for objects undergoing occlusion. ACCV’06
  21. I. Laptev, S. Belongie, P. Pérez, J. Wills. Periodic motion detection and segmentation via approximate sequence alignment. ICCV’05
  22. R. Venkatesh Babu, P. Pérez, P. Bouthemy. Robust tracking with motion estimation and kenel-based color modelling. ICIP'05
  23. J. Vermaak, S. Maskell, M. Briers, P. Pérez. Bayesian visual tracking with existence process. ICIP’05
  24. J. Vermaak, S. Maskell, M. Briers, P. Pérez. Multi-Target Tracking and Existence. Fusion’05
  25. A. Blake, C. Rother, M. Brown, P. Pérez, Ph. Torr. Interactive image segmentation using an adaptive Gaussian mixture MRF model. ECCV’04
  26. P. Pérez, M. Gangnet, A. Blake. Poisson image editing. SIGGRAPH'03
  27. J. Vermaak, N. Lawrence, P. Pérez. Variational inference for visual tracking. CVPR'03
  28. J. Vermaak, P. Pérez. Constrained subspace modelling. CVPR'03
  29. A. Criminisi, P. Pérez, K. Toyama. Object removal by exemplar-based inpainting. CVPR'03
  30. J. Vermaak, A. Doucet, P. Pérez. Maintaining multi-modality through mixture tracking. ICCV'03
  31. 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. FUSION'02
  32. P. Pérez, C. Hue, J. Vermaak, M. Gangnet. Color-based probabilistic tracking. ECCV'02
  33. J. Vermaak, P. Pérez, M. Gangnet, A. Blake. Towards improved observation models for visual tracking: selective adaptation. ECCV'02
  34. T. Corpetti, E. Mémin, P. Pérez. Dense motion analysis in fluid imagery. ECCV'02
  35. J. Vermaak, P. Pérez, M. Gangnet, A. Blake. Rapid summarisation and browsing of video sequences. BMVC'02
  36. C. Hue, J.-P. Le Cadre, P. Pérez. A particle filter to track multiple objects. ICCV-WMOT 2001
  37. C. Hue, J.-P. Le Cadre, P. Pérez. The (MR)MTPF:particle filters to track multiple targets using multiple receivers. FUSION'01
  38. J. Vermaak, A. Blake, M. Gangnet, P. Pérez. Sequential Monte Carlo fusion of sound and vision for speaker tracking. ICCV'01
  39. R. Fablet, P. Bouthemy, and P. Pérez. Statistical motion-based video indexing and retrieval. CBMI2000
  40. P. Pérez, A. Blake, M. Gangnet. JetStream: probabilistic contour extraction with particles. ICCV'01
  41. C. Collet, J.-N. Provost, P. Rostaing, P. Pérez, P. Bouthemy. Spot satellite data analysis for bathymetric mapping. ICIP'00,
  42. Th. Corpetti, E. Mémin, P. Pérez. Estimating fluid optical flow. ICPR’00
  43. F. Dekeyser, P. Bouthemy, P. Pérez, E. Payot. Super-resolution from noisy image sequences exploiting a 2D parametric motion model. ICPR’00
  44. F. Dekeyser, P. Bouthemy, P. Pérez. Spatio-temporal Wiener filtering of image sequences using a parametric motion model. ICIP'00
  45. P. Hellier, C. Barillot, E. Mémin, P. Pérez. An energy-based framework for dense 3D registration of volumetric brain image. CVPR'00
  46. A. Chardin, P. Pérez. Modes of posterior marginals with hierarchical models. ICIP'99
  47. E. Mémin, P. Pérez. Dense/parametric estimation of fluid flows. ICIP'99
  48. J.-N. Provost, C. Collet, P. Pérez, P. Bouthemy. A hierarchical unsupervised multispectral model to segment SPOT images for ocean cartography. ICIP'99
  49. A. Chardin, P. Pérez. Unsupervised image classification with a hierarchical EM algorithm. ICCV'99
  50. E. Mémin, P. Pérez. Fluid motion recovery by coupling dense and parametric fields. ICCV'99
  51. P. Hellier, C. Barillot, E. Mémin, P. Pérez. Medical image registration with robust multigrid techniques. MICCAI’99
  52. A. Chardin, P. Pérez. Semi-iterative inference with hierarchical models. ICIP'98
  53. E. Mémin, P. Pérez. Joint estimation-segmentation of optic flow. ECCV'98
  54. M. Mignotte, C. Collet, P. Pérez, P. Bouthemy. Statistical model and genetic optimization: application to pattern detection in sonar images. ICASSP'98
  55. E. Mémin, P. Pérez. A multigrid approach to hierarchical motion estimation. ICCV'98
  56. M. Mignotte, C. Collet, P. Pérez, P. Bouthemy. Unsupervised hierarchical Markovian segmentation of sonar images. ICIP'97
  57. M. Mignotte, C. Collet, P. Pérez, P. Bouthemy. Unsupervised Markovian segmentation of sonar images. ICASSP'97
  58. C. Collet, P. Thourel, P. Pérez, P. Bouthemy. Hierarchical MRF modeling for sonar picture segmentation. ICIP’96
  59. N. Paragios, P. Pérez, G. Tziritas, C. Labit, P. Bouthemy. Adaptative detection of moving objects using multiscale techniques. ICIP'96
  60. P. Piscaglia, B. Macq, E. Mémin, P. Pérez, L. Labit. Parallelized robust multiresolution motion estimation. ICIP’96
  61. C. Kervrann, F. Heitz, P. Pérez. Statistical model-based estimation and tracking of non-rigid motion. ICPR’96
  62. J.-M. Laferté, F. Heitz, P. Pérez. A multiresolution EM algorithm for unsupervised image classification using a quadtree model. ICPR’96
  63. E. Mémin, P. Pérez. Robust discontinuity-preserving model for estimating optical flow. ICPR’96
  64. C. Graffigne, F. Heitz, P. Pérez, F. Pręteux, M. Sigelle, and J. Zerubia. Hierarchical Markov random field models applied to image analysis: A review. SPIE Conf. NMSMISP 1995
  65. P. Thourel, C. Collet, P. Bouthemy, P. Pérez. Multiresolution analysis and MRF modeling applied to the segmentation of shadows in sonar pictures. ACCV’95
  66. J.-M. Laferté, F. Heitz, P. Pérez, E. Fabre. Hierarchical statistical models for the fusion of multiresolution image data. ICCV’95
  67. J.-M. Laferté, F. Heitz, P. Pérez. Global non-linear multigrid optimization for image analysis tasks. ICASSP’94
  68. P. Pérez, B. Gidas. Motion segmentation and tracking using deformable templates. ICIP'94
  69. P. Pérez, F. Heitz. Multiscale Markov random fields and constrained relaxation in low level image analysis. ICASSP’92
  70. F. Heitz, P. Perez, E. Mémin, and P. Bouthemy. Parallel visual motion analysis using multiscale Markov random fields. W. Visual Motion 1991

Theses

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