Publications

You can download the complete bibtex file fleuret.bib.

2014

A. Penate Sanchez, F. Moreno-Noguer, J. Andrade Cetto, and F. Fleuret. LETHA: Learning from High Quality Inputs for 3D Pose Estimation in Low Quality Images. In Proceedings of the International Conference on 3D vision (3DV), 2014. To appear. bib

X. Wang, E. Turetken, F. Fleuret, and P. Fua. Tracking Interacting Objects Optimally Using Integer Programming. In Proceedings of the European Conference on Computer Vision (ECCV), 2014. To appear. bib · pdf

L. Lefakis and F. Fleuret. Dynamic Programming Boosting for Discriminative Macro-Action Discovery. In Proceedings of the International Conference on Machine Learning (ICML), 2014. To appear. bib · pdf

C. Dubout and F. Fleuret. Adaptive Sampling for Large Scale Boosting. Journal of Machine Learning Research (JMLR), 15:1431-1453, 2014. bib · pdf

L. Lefakis and F. Fleuret. Jointly Informative Feature Selection. In Proceedings of the international conference on Artificial Intelligence and Statistics (AISTATS), pages 567-575, 2014. bib · pdf

F. Fleuret, H. Ben Shitrit, and P. Fua. Re-Identification for Improved People Tracking. In S. Gong, M. Cristani, Y. Shuicheng, and C. C. Loy, editors, Person Re-Identification, pages 311-336. Springer, 2014. bib · pdf

2013

H. Ben Shitrit, J. Berclaz, F. Fleuret, and P. Fua. Multi-Commodity Network Flow for Tracking Multiple People. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2013. To appear. bib · pdf

L. Lefakis and F. Fleuret. Reservoir Boosting : Between Online and Offline Ensemble Learning. In Proceedings of the international conference on Neural Information Processing Systems (NIPS), pages 1412-1420, 2013. bib · pdf

C. Dubout and F. Fleuret. Deformable Part Models with Individual Part Scaling. In Proceedings of the British Machine Vision Conference (BMVC), pages 28.1-28.10, 2013. bib · pdf

C. Dubout and F. Fleuret. Accelerated Training of Linear Object Detectors. In Proceedings of the Structured Prediction workshop of the IEEE international conference on Computer Vision and Pattern Recognition (SPWS/CVPR), 2013. bib · pdf

R. Sznitman, C. Becker, F. Fleuret, and P. Fua. Fast Object Detection with Entropy-Driven Evaluation. In Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition (CVPR), pages 3270-3277, 2013. bib · pdf

R. Lefort and F. Fleuret. TreeKL: A distance between high dimension empirical distributions. Pattern Recognition Letters (PRL), 34(2):140-145, 2013. bib · pdf

2012

L. Lefakis and F. Fleuret. Macro-Action Discovery Based on Change Point Detection and Boosting. In Proceedings of the IEEE International Conference on Machine Learning and Applications (ICMLA), volume 1, pages 574-577, 2012. bib · pdf

N. Suditu and F. Fleuret. Iterative Relevance Feedback with Adaptive Exploration / Exploitation Trade-off. In Proceedings of the ACM Conference on Information and Knowledge Management (CIKM), pages 1323-1331, 2012. bib · pdf

C. Dubout and F. Fleuret. Exact Acceleration of Linear Object Detectors. In Proceedings of the European Conference on Computer Vision (ECCV), pages 301-311, 2012. bib · pdf

R. Lefort and F. Fleuret. A tree-based distance between distributions: application to classification of neurons. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 2237-2240, 2012. bib · pdf

K. Ali, F. Fleuret, D. Hasler, and P. Fua. A Real-Time Deformable Detector. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 34(2):225-239, 2012. bib · pdf

2011

H. Penedones, R. Collobert, F. Fleuret, and D. Grangier. Improving Object Classification using Pose Information. Technical report, Idiap Research Institute, April 2011. bib · pdf

F. Fleuret, T. Li, C. Dubout, E. K. Wampler, S. Yantis, and D. Geman. Comparing machines and humans on a visual categorization test. Proceedings of the National Academy of Sciences (PNAS), 108(43):17621-17625, 2011. bib · pdf

C. Dubout and F. Fleuret. Boosting with Maximum Adaptive Sampling. In Proceedings of the international conference on Neural Information Processing Systems (NIPS), pages 1332-1340, 2011. bib · pdf

C. Dubout and F. Fleuret. Tasting Families of Features for Image Classification. In Proceedings of the IEEE International Conference on Computer Vision (ICCV), pages 929-936, 2011. bib · pdf

N. Suditu and F. Fleuret. HEAT: Iterative Relevance Feedback with One Million Images. In Proceedings of the IEEE International Conference on Computer Vision (ICCV), pages 2118-2125, 2011. bib · pdf

H. Ben Shitrit, J. Berclaz, F. Fleuret, and P. Fua. Tracking Multiple Objects under Global Appearance Constraints. In Proceedings of the IEEE International Conference on Computer Vision (ICCV), pages 137-144, 2011. bib · pdf

F. Fleuret, P. Abbet, C. Dubout, and L. Lefakis. The MASH project. In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD), pages 626-629, 2011. bib · pdf

K. Ali, D. Hasler, and F. Fleuret. FlowBoost - Appearance Learning from Sparsely Annotated Video. In Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition (CVPR), pages 1433-1440, 2011. bib · pdf

J. Berclaz, F. Fleuret, E. Turetken, and P. Fua. Multiple Object Tracking using K-Shortest Paths Optimization. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 33(9):1806-1819, 2011. bib · pdf

2010

L. Lefakis and F. Fleuret. Joint Cascade Optimization Using a Product of Boosted Classifiers. In Proceedings of the international conference on Neural Information Processing Systems (NIPS), pages 1315-1323, 2010. bib · pdf

G. Gonzalez, E. Turetken, F. Fleuret, and P. Fua. Delineating Trees in Noisy 2D Images and 3D Image Stacks. In Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition (CVPR), pages 2799-2806, 2010. bib · pdf

2009

J. Berclaz, F. Fleuret, and P. Fua. Multiple Object Tracking using Flow Linear Programming. In Proceedings of the 12th IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (Winter-PETS), pages 1-8, 2009. bib · pdf

J. Berclaz, A. Shahrokni, F. Fleuret, J. Ferryman, and P. Fua. Evaluation of Probabilistic Occupancy Map People Detection for Surveillance Systems. In Proceedings of the IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS), pages 55-62, 2009. bib · pdf

J. Berclaz, F. Fleuret, and P. Fua. Multiple Object Tracking using Flow Linear Programming. Technical Report 10-2009, IDIAP Research Institute, 2009. bib · pdf

K. Ali, F. Fleuret, D. Hasler, and P. Fua. Joint Pose Estimator and Feature Learning for Object Detection. In Proceedings of the IEEE International Conference on Computer Vision (ICCV), pages 1373-1380, 2009. bib · pdf

G. Gonzalez, F. Fleuret, and P. Fua. Learning Rotational Features for Filament Detection. In Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition (CVPR), pages 1582-1589, 2009. bib · pdf

G. Gonzalez, F. Aguet, F. Fleuret, M. Unser, and P. Fua. Steerable Features for Statistical 3D Dendrite Detection. In Proceedings of the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pages 625-632, 2009. bib · pdf

F. Fleuret. Multi-Layer Boosting for Pattern Recognition. Pattern Recognition Letters (PRL), 30:237-241, 2009. bib · pdf

A. Shahrokni, F. Fleuret, T. Drummond, and P. Fua. Classification-based Probabilistic Modeling of Texture Transition for Fast Line Search Tracking and Delineation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 31(3):570-576, 2009. bib · pdf

2008

F. Fleuret and D. Geman. Stationary Features and Cat Detection. Journal of Machine Learning Research (JMLR), 9:2549-2578, 2008. bib · pdf

J. Berclaz, F. Fleuret, and P. Fua. Multi-Camera Tracking and Atypical Motion Detection with Behavioral Maps. In Proceedings of the European Conference on Computer Vision (ECCV), pages 112-125, 2008. bib · pdf

G. Gonzalez, F. Fleuret, and P. Fua. Automated Delineation of Dendritic Networks in Noisy Image Stacks. In Proceedings of the European Conference on Computer Vision (ECCV), pages 214-227, 2008. bib · pdf

F. Fleuret, J. Berclaz, R. Lengagne, and P. Fua. Multi-Camera People Tracking with a Probabilistic Occupancy Map. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 30(2):267-282, 2008. bib · pdf

J. Berclaz, F. Fleuret, and P. Fua. Principled Detection-by-classification from Multiple Views. In Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP), volume 2, pages 375-382, 2008. bib · pdf

2007

F. Fleuret and D. Geman. Stationary Features and Cat Detection. Technical Report 07-56, IDIAP Research Institute, 2007. bib · pdf

A. Lanza, L. Di Stefano, J. Berclaz, F. Fleuret, and P. Fua. Robust Multi-View Change Detection. In Proceedings of the British Machine Vision Conference (BMVC), 2007. bib · pdf

G. Blanchard and F. Fleuret. Occam's Hammer. In Proceedings of the Annual Conference on Learning Theory (COLT), pages 112-126, 2007. bib · pdf

2006

F. Fleuret, J. Berclaz, R. Lengagne, and P. Fua. Multi-Camera People Tracking with a Probabilistic Occupancy Map. Technical Report EPFL/CVLAB2006.06, EPFL, 2006. bib · pdf

F. Fleuret and P. Fua. Dendrite Tracking in Microscopic Images using Minimum Spanning Trees and Localized E-M. Technical Report EPFL/CVLAB2006.02, EPFL, 2006. bib · pdf

J. Berclaz, F. Fleuret, and P. Fua. Robust People Tracking with Global Trajectory Optimization. In Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition (CVPR), volume 1, pages 744-750, 2006. bib · pdf

M. Oezuysal, V. Lepetit, F. Fleuret, and P. Fua. Feature Harvesting for Tracking-by-Detection. In Proceedings of the European Conference on Computer Vision (ECCV), volume 3953, pages 592-605, 2006. bib · pdf

F. Fleuret. Modèles Génératifs et Efficacité Algorithmique pour la Prédiction. Habilitation dissertation, University of Paris XIII, 2006. bib · pdf

2005

F. Fleuret and W. Gerstner. A Bayesian Kernel for the Prediction of Neuron Properties from Binary Gene Profiles. In Proceedings of the IEEE International Conference on Machine Learning and Applications (ICMLA), pages 129-134, 2005. bib · pdf

F. Fleuret and G. Blanchard. Pattern Recognition from One Example by Chopping. In Proceedings of the international conference on Neural Information Processing Systems (NIPS), pages 371-378, 2005. bib · pdf

F. Fleuret, R. Lengagne, and P. Fua. Fixed Point Probability Field for Complex Occlusion Handling. In Proceedings of the IEEE International Conference on Computer Vision (ICCV), volume 1, pages 694-700, 2005. bib · pdf

F. Fleuret and G. Blanchard. Pattern Recognition from One Example by Chopping. Technical Report IC/2005/027, EPFL, 2005. bib · pdf

A. Shahrokni, F. Fleuret, and P. Fua. Classifier-based Contour Tracking for Rigid and Deformable Objects. In Proceedings of the British Machine Vision Conference (BMVC), volume 2, pages 699-708, 2005. bib · pdf

S. Boughorbel, J-P. Tarel, F. Fleuret, and N. Boujemaa. The GCS Kernel For SVM Based Image Recognition. In Proceedings of the International Conference on Artificial Neural Networks (ICANN), volume 2, pages 595-600, 2005. bib · pdf

2004

F. Fleuret. Fast Binary Feature Selection with Conditional Mutual Information. Journal of Machine Learning Research (JMLR), 5:1531-1555, 2004. bib · err · pdf

F. Fleuret, R. Lengagne, and P. Fua. Fixed Point Probability Field for Occlusion Handling. Technical Report IC/2004/87, EPFL, 2004. bib · pdf

S. Boughorbel, J-P. Tarel, and F. Fleuret. Non-Mercer Kernel for SVM Object Recognition. In Proceedings of the British Machine Vision Conference (BMVC), pages 137-146, 2004. bib · pdf

N. Boujemaa, F. Fleuret, V. Gouet, and H. Sahbi. Automatic Textual Annotation of Video News Based on Semantic Visual Object Extraction. In Proceedings of the conference of the International Society for Optical Engineering (SPIE), volume 5307, pages 329-339, 2004. bib · pdf

2003

F. Fleuret and H. Sahbi. Scale Invariance of Support Vector Machines based on the Triangular Kernel. In Proceedings of the workshop on Statistical and Computational Theories of Vision of the IEEE International Conference on Computer Vision (ICCV/SCTV), 2003. bib · pdf

F. Fleuret and H. Sahbi. Coarse-to-fine object detection. ERCIM News, 55, 2003. bib · pdf

F. Fleuret. Binary Feature Selection with Conditional Mutual Information. Technical Report RR-4941, INRIA, 2003. bib · pdf

2002

H. Sahbi and F. Fleuret. Scale invariance of Support Vector Machines based on the Triangular Kernel. Technical Report RR-4601, INRIA, 2002. bib · pdf

F. Rossi, B. Conan-Guez, and F. Fleuret. Functional Data Analysis With Multi Layer Perceptrons. In Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN), pages 2843-2848, 2002. bib · pdf

F. Rossi, B. Conan-Guez, and F. Fleuret. Theoretical Properties of Functional Multi Layer Perceptrons. In Proceedings of the European Symposium on Artificial Neural Networks (ESANN), pages 7-12, 2002. bib · pdf

F. Fleuret and D. Geman. Fast Face Detection with Precise Pose Estimation. In Proceedings of the IEEE International Conference on Pattern Recognition (ICPR), volume 1, pages 235-238, 2002. bib · pdf

2001

F. Fleuret and D. Geman. Coarse-to-fine Face Detection. International Journal of Computer Vision (IJCV), 41(1/2):85-107, 2001. bib · ps · pdf

N. Boujemaa, F. Fauqueur, M. Ferecatu, F. Fleuret, V. Gouet, B. Le Saux, and H. Sahbi. Interactive Specific and Generic Image Retrieval. In Proceedings of the international workshop on Multi-Media Content Based Indexing and Retrieval (MMCBIR), 2001. bib · pdf

2000

F. Fleuret. Détection hiérarchique de visages par apprentissage statistique. PhD thesis, University of Paris VI, 2000. bib · ps · pdf

F. Fleuret and E. Brunet. DEA : An Architecture for Goal Planning and Classification. Neural Computation, 12:1987-2008, 2000. bib · pdf

F. Fleuret and J-M. Vézien. Détection de visages dans des séquences vidéo à l'aide d'arbres de décision. In Actes de la conférence Reconnaissance des Formes et Intelligence Artificielle (RFIA), volume 1, pages 17-25, 2000. bib · pdf

F. Fleuret and D. Geman. Apprentissage hiérarchique pour la détection de visages. In Actes de la conférence Reconnaissance des Formes et Intelligence Artificielle (RFIA), volume 2, pages 349-357, 2000. bib · pdf

1999

F. Fleuret and D. Geman. Graded learning for object detection. In Proceedings of the workshop on Statistical and Computational Theories of Vision of the IEEE international conference on Computer Vision and Pattern Recognition (CVPR/SCTV), 1999. bib · ps · pdf

1998

L. Oisel, F. Fleuret, P. Horain, L. Morin, J. M. Vézien, F. Prêteux, A. Gagalowicz, C. Labit, and P. Leray. Analyse de séquences non calibrées pour la reconstruction 3D de scènes. In Actes de la conférence Reconnaissance des Formes et Intelligence Artificielle (RFIA), volume 1, pages 189-198, 1998. bib · pdf

1996

B. Jedynak and F. Fleuret. Reconnaissance d'objets 3D à l'aide d'arbres de classification. In Actes de la conférence Images et Communication (IMAGECOM), 1996. bib · ps · pdf