Publications 2004

Books

T. Corpetti. Analyse d'écoulements fluides à partir de séquences d'images. Collection Traitement du Signal et de l'Image, Hermes Science Publications, Lavoisier, 2004.

Academic Journals

F. Cao. Application of the Gestalt principles to the detection of good continuations and corners in image level lines. Computing and Visualisation in Science, 7:3-13, 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.
F. Dambreville, J.-P. Le Cadre. Spatio-temporal multi-mode management for moving target detection. J. Information Fusion, 5:169-178, 2004.
C. Kervrann, D. Leland, L. Pardini. Robust incremental compensation of the light attenuation with depth in 3D fluorescence microscopy. J. Microscopy, 214(3):297-314, 2004.
I. Laptev, T. Lindeberg. Velocity-adaptation of spatio-temporal receptive fields for direct recognition of activities: An experimental study. Image and Vision Computing, 22(2):105-116, 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, J. Vermaak, A. Blake. Data fusion for visual tracking with particles. Proc. IEEE, 92(3):495-513, 2004.

International Conferences

T. Bréhard, J.-P. Le Cadre. A new approach for the bearings-only problem: estimation of the variance-to-range ratio. In Int. Conf. on Information Fusion (Fusion'04), Pages 591-598, Stockohlm, Sweden, 2004.
I. Laptev, T. Lindeberg. Local Descriptors for Spatio-Temporal Recognition. In Int. Workshop on Spatial Coherence for Visual Motion Analysis,, 2004.
I. Laptev, T. Lindeberg. Velocity adaptation of space-time interest points. In Proc. Int. Conf. Pattern Recognition (ICPR'04), Cambridge, U.K, 2004.
T. Lindeberg, A. Akbarzadeh, I. Laptev. Galilean-corrected spatio-temporal interest operators. In Proc. Int. Conf. Pattern Recognition (ICPR'04), Cambridge, U.K, 2004.
C. Schüldt, I. Laptev, B. Caputo. Recognizing Human Actions: a Local SVM Approach. In Proc. Int. Conf. Pattern Recognition (ICPR'04), Cambridge, U.K, 2004.
F. Bavencoff, J.-M. Vanpeperstraete, J.-P. Le Cadre. Constrained bearings-only target motion analysis via monte carlo markov chains. In IEEE Signal Processing Society Workshop in Machine Learning for Signal Processing (MLSP'04), Pages 153-162, Sao-Luis, Brazil, October 2004.
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.
F. Lauze, P. Kornprobst, E. Mémin. A multiscale approach For linear least square based optical flow estimation. In Proc. British Machine Vision Conference, London, U.-K, September 2004.
F. Cao, R. Fablet. Automatic morphological detection of otolith nucleus. In Proc. Int. Con. Pattern Recognition (ICPR'04), Cambridge, UK, August 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.
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.
E. Arnaud, E. Mémin. Optimal importance sampling for tracking in image sequences:application to point tracking. In European Conference on Computer Vision, ECCV'04, Volume 3023, Pages 302-314, Prague, Czech Republic, May 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.
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.
C. Kervrann. An adaptive window approach for image smoothing and structures preserving. In Proc. Eur. Conf. Computer Vision (ECCV'04, 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.
C. Kervrann, A. Trubuil. An adaptive window approach for Poisson noise reduction and structure preserving in confocal microscopy. In International Symposium on Biomedical Imaging (ISBI'04), Arlington, VA, April 2004.
E. Arnaud, E. Mémin, B. Cernushi Frias. A robust stochastic filter for point tracking in image sequences. In Asian Conference on Computer Vision (ACCV'04), Jeju Island, Korea, January 2004.

National Conferences

T. Bréhard, J.-P. Le Cadre. Un problème de filtrage non linéaire avec variance d'état inconnue: le pistage mono-cible par mesure d'angle seul. In XXXVIèmes Journées de Statistique de la SFDS, Montpellier, France, 2004.
E. Arnaud, E. Mémin, B. Cernushi Frias. Filtrage conditionnel pour la trajectographie dans des séquences d'images - Application au suivi de points. In 14ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle (RFIA'04), Toulouse, France, January 2004.
C. Kervrann, S. Ba. Approche Non-paramétrique en restauration d'image avec Préservation des discontinuités. In 14ème Congrè Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle (RFIA'04), Toulouse, France, January 2004.
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.

Research Reports

T. Brehard, J.-P. Le Cadre. Initialization of particle filter and posterior Cramer-Rao bound for bearings-only tracking in modified polar coordinate system. Research Report IRISA, No 1588, 2004.
F. Cao, P. Musé, F. Sur. Extracting meaningful curves from images. Research Report INRIA, No 5067, 2004.
P. Musé, F. Sur, F. Cao, Y. Gousseau, J.-M. Morel. Accurate estimates of false alarm number in shape recognition. Research Report INRIA, No 5086, 2004.
T. Veit, F. Cao, P. Bouthemy. An a contrario framework for motion detection. Research Report INRIA, No 5313, 2004.

Thesis

I. Laptev. Local Spatio-Temporal Image Features for Motion Interpretation. PhD Thesis Department of Numerical Analysis and Computer Science (NADA), KTH, 2004.
F. Cao. Sur quelques problèmes mathématiques de l'analyse des formes. Habilitation à diriger des recherches Université de Paris Dauphine, December 2004.
E. Arnaud. Méthodes de filtrage pour du suivi dans des séquences d'images - Application au suivi de points caractéristiques. PhD Thesis Université de Rennes 1, mention Traitement du Signal et Télécommunications, November 2004.

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