@inproceedings{lefort-fleuret-2012,
  author={Lefort, R. and Fleuret, F.},
  title={A tree-based distance between distributions: application to classification of neurons},
  booktitle={Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  year={2012},
  note={To appear},
  url={http://fleuret.org/papers/lefort-fleuret-icassp2012.pdf}
}

@article{ali-et-al-2012,
  author={Ali, K. and Fleuret, F. and Hasler, D. and Fua, P.},
  title={A Real-Time Deformable Detector},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
  year={2012},
  volume={34},
  number={2},
  pages={225--239},
  url={http://fleuret.org/papers/ali-et-al-tpami2011.pdf},
}

@article{fleuret-et-al-2011b,
  author={Fleuret, F. and Li, T. and Dubout, C. and Wampler, E. K. and Yantis, S. and Geman, D.},
  title={Comparing machines and humans on a visual categorization test},
  journal={Proceedings of the National Academy of Sciences (PNAS)},
  year={2011},
  volume={108},
  number={43},
  pages={17621--17625},
  url={http://fleuret.org/papers/fleuret-et-al-pnas2011.pdf}
}

@inproceedings{dubout-fleuret-2011b,
  author={Dubout, C. and Fleuret, F.},
  title={Boosting with Maximum Adaptive Sampling},
  booktitle={Proceedings of the Neural Information Processing Systems Conference (NIPS)},
  pages = {1332--1340},
  year={2011},
  url={http://fleuret.org/papers/dubout-fleuret-nips2011.pdf},
}

@inproceedings{dubout-fleuret-2011,
  author={Dubout, C. and Fleuret, F.},
  title={Tasting Families of Features for Image Classification},
  booktitle={Proceedings of the IEEE International Conference on Computer Vision (ICCV)},
  pages={929--936},
  year={2011},
  url={http://fleuret.org/papers/dubout-fleuret-iccv2011.pdf},
}

@inproceedings{suditu-fleuret-2011,
  author={Suditu, N. and Fleuret, F.},
  title={{H}{E}{A}{T}: Iterative Relevance Feedback with One Million Images},
  booktitle={Proceedings of the IEEE International Conference on Computer Vision (ICCV)},
  pages={2118--2125},
  year={2011},
  url={http://fleuret.org/papers/suditu-fleuret-iccv2011.pdf},
}

@inproceedings{benshitrit-et-al-2011,
  author={Ben Shitrit, H. and Berclaz, J. and Fleuret, F. and Fua, P.},
  title={Tracking Multiple Objects under Global Appearance Constraints},
  booktitle={Proceedings of the IEEE International Conference on Computer Vision (ICCV)},
  pages={137--144},
  year={2011},
  url={http://fleuret.org/papers/benshitrit-et-al-iccv2011.pdf},
}

@inproceedings{fleuret-et-al-2011,
  author={Fleuret, F. and Abbet, P. and Dubout, C. and Lefakis, L.},
  title={The {M}{A}{S}{H} project},
  booktitle={Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD)},
  year={2011},
  pages={626--629},
  url={http://fleuret.org/papers/fleuret-et-al-ecml2011.pdf},
}

@inproceedings{ali-et-al-2011,
  author={Ali, K. and Hasler, D. and Fleuret, F.},
  title={FlowBoost -- {A}ppearance Learning from Sparsely Annotated Video},
  booktitle={Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR)},
  pages={1433--1440},
  year={2011},
  url={http://fleuret.org/papers/ali-hasler-fleuret-cvpr2011.pdf},
}

@article{berclaz-et-al-2011,
  title={Multiple Object Tracking using K-Shortest Paths Optimization},
  author={Berclaz, J. and Turetken, E. and Fleuret, F. and Fua, P.},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
  year={2011},
  volume={33},
  number={9},
  pages={1806--1819},
  url={http://fleuret.org/papers/berclaz-et-al-tpami2011.pdf},
}

@inproceedings{lefakis-fleuret-2010,
  author={Lefakis, L. and Fleuret, F.},
  title={Joint Cascade Optimization Using A Product Of Boosted Classifiers},
  booktitle={Proceedings of the Neural Information Processing Systems Conference (NIPS)},
  year={2010},
  pages={1315--1323},
  url={http://fleuret.org/papers/lefakis-fleuret-nips2010.pdf},
}

@inproceedings{gonzalez-et-al-2010,
  author={Gonzalez, G. and Turetken, E. and Fleuret, F. and Fua, P.},
  title={Delineating Trees in Noisy 2D Images and 3D Image Stacks},
  booktitle={Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2010},
  pages={2799--2806},
  url={http://fleuret.org/papers/gonzalez-et-al-cvpr2010.pdf},
}

@inproceedings{berclaz-et-al-2009,
  author={Berclaz, J. and Fleuret, F. and Fua, P.},
  title={Multiple Object Tracking using Flow Linear Programming},
  booktitle={Proceedings of the 12th IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (Winter-PETS)},
  year={2009},
  pages={1--8},
  url={http://fleuret.org/papers/berclaz-et-al-pets2009.pdf},
}

@inproceedings{berclaz-et-al-2009b,
  author={Berclaz, J. and Shahrokni, A. and Fleuret, F. and Ferryman, J. and Fua, P.},
  title={Evaluation of Probabilistic Occupancy Map People Detection for Surveillance Systems},
  booktitle={Proceedings of the IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS)},
  year={2009},
  pages={55--62},
  url={http://fleuret.org/papers/berclaz-et-al-pets2009b.pdf},
}

@techreport{berclaz-et-al-2009c,
  author={Berclaz, J. and Fleuret, F. and Fua, P.},
  title={Multiple Object Tracking using Flow Linear Programming},
  institution={IDIAP Research Institute},
  year={2009},
  number={10-2009},
  url={http://fleuret.org/papers/berclaz-et-al-rr-10-2009.pdf},
}

@inproceedings{ali-et-al-2009,
  author={Ali, K. and Fleuret, F. and Hasler, D. and Fua, P.},
  title={Joint Pose Estimator and Feature Learning for Object Detection},
  booktitle={Proceedings of the IEEE International Conference on Computer Vision (ICCV)},
  year={2009},
  pages={1373--1380},
  url={http://fleuret.org/papers/ali-et-al-iccv2009.pdf},
}

@inproceedings{gonzalez-et-al-2009,
  author={Gonzalez, G. and Fleuret, F. and Fua, P.},
  title={Learning Rotational Features for Filament Detection},
  booktitle={Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2009},
  pages={1582--1589},
  url={http://fleuret.org/papers/gonzalez-et-al-cvpr2009.pdf},
}

@inproceedings{gonzalez-et-al-2009b,
  author={Gonzalez, G. and Aguet, F. and Fleuret, F. and Unser, M. and Fua, P.},
  title={Steerable Features for Statistical 3D Dendrite Detection},
  booktitle={Proceedings of the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)},
  year={2009},
  pages={625--632},
  url={http://fleuret.org/papers/gonzalez-et-al-miccai2009.pdf},
}

@article{fleuret-2009,
  author={Fleuret, F.},
  title={Multi-Layer {B}oosting for Pattern Recognition},
  journal={Pattern Recognition Letters (PRL)},
  year={2009},
  volume={30},
  pages={237--241},
  url={http://fleuret.org/papers/fleuret-prl2009.pdf},
}

@article{shahrokni-et-al-2009,
  author={Shahrokni, A. and Fleuret, F. and Drummond, T. and Fua, P.},
  title={Classification-based Probabilistic Modeling of Texture Transition for Fast Line Search Tracking and Delineation},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
  year={2009},
  volume={31},
  number={3},
  pages={570--576},
  url={http://fleuret.org/papers/shahrokni-et-al-tpami2009.pdf},
}

@article{fleuret-geman-2008,
  author={Fleuret, F. and Geman, D.},
  title={Stationary Features and Cat Detection},
  journal={Journal of Machine Learning Research (JMLR)},
  year={2008},
  volume={9},
  pages={2549--2578},
  url={http://fleuret.org/papers/fleuret-geman-jmlr2008.pdf},
}

@inproceedings{berclaz-et-al-2008,
  author={Berclaz, J. and Fleuret, F. and Fua, P.},
  title={Multi-Camera Tracking and Atypical Motion Detection with Behavioral Maps},
  booktitle={Proceedings of the European Conference on Computer Vision (ECCV)},
  year={2008},
  pages={112--125},
  url={http://fleuret.org/papers/berclaz-et-al-eccv2008.pdf},
}

@inproceedings{gonzalez-et-al-2008,
  author={Gonzalez, G. and Fleuret, F. and Fua, P.},
  title={Automated Delineation of Dendritic Networks in Noisy Image Stacks},
  booktitle={Proceedings of the European Conference on Computer Vision (ECCV)},
  year={2008},
  pages={214--227},
  url={http://fleuret.org/papers/gonzalez-et-al-eccv2008.pdf},
}

@article{fleuret-et-al-2008,
  author={Fleuret, F. and Berclaz, J. and Lengagne, R. and Fua, P.},
  title={Multi-Camera People Tracking with a Probabilistic Occupancy Map},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
  year={2008},
  volume={30},
  number={2},
  pages={267--282},
  url={http://fleuret.org/papers/fleuret-et-al-tpami2008.pdf},
}

@inproceedings{berclaz-fleuret-fua-2008,
  author={Berclaz, J. and Fleuret, F. and Fua, P.},
  title={Principled Detection-by-classification from Multiple Views},
  booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP)},
  year={2008},
  volume={2},
  pages={375--382},
  url={http://fleuret.org/papers/berclaz-et-al-visapp2008.pdf},
}

@techreport{fleuret-geman-2007,
  author={Fleuret, F. and Geman, D.},
  title={Stationary Features and Cat Detection},
  institution={IDIAP Research Institute},
  year={2007},
  number={07-56},
  url={http://fleuret.org/papers/fleuret-geman-idiap-rr-07-56.pdf},
}

@inproceedings{lanza-et-al-2007,
  author={Lanza, A. and Di Stefano, L. and Berclaz, J. and Fleuret, F. and Fua, P.},
  title={Robust Multi-View Change Detection},
  booktitle={Proceedings of the British Machine Vision Conference (BMVC)},
  year={2007},
  url={http://fleuret.org/papers/lanza-et-al-bmvc2007.pdf},
}

@inproceedings{blanchard-fleuret-2007,
  author={Blanchard, G. and Fleuret, F.},
  title={Occam's Hammer},
  booktitle={Proceedings of the Annual Conference on Learning Theory (COLT)},
  year={2007},
  pages={112--126},
  url={http://fleuret.org/papers/blanchard-fleuret-colt2007.pdf},
}

@techreport{fleuret-et-al-2006,
  author={Fleuret, F. and Berclaz, J. and Lengagne, R. and Fua, P.},
  title={Multi-Camera People Tracking with a Probabilistic Occupancy Map},
  institution={EPFL},
  year={2006},
  number={EPFL/CVLAB2006.06},
  url={http://fleuret.org/papers/fleuret-berclaz-lengagne-fua-TR-EPFL_CVLAB2006.06.pdf},
}

@techreport{fleuret-fua-2006,
  author={Fleuret, F. and Fua, P.},
  title={Dendrite Tracking in Microscopic Images using Minimum Spanning Trees and Localized {E}-{M}},
  institution={EPFL},
  year={2006},
  number={EPFL/CVLAB2006.02},
  url={http://fleuret.org/papers/fleuret-fua-TR-EPFL_CVLAB2006.02.pdf},
}

@inproceedings{berclaz-fleuret-fua-2006,
  author={Berclaz, J. and Fleuret, F. and Fua, P.},
  title={Robust People Tracking with Global Trajectory Optimization},
  booktitle={Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2006},
  volume={1},
  pages={744--750},
  url={http://fleuret.org/papers/berclaz-fleuret-fua-cvpr2006.pdf},
}

@inproceedings{oezuysal-et-al-2006,
  author={Oezuysal, M. and Lepetit, V. and Fleuret, F. and Fua, P.},
  title={Feature Harvesting for Tracking-by-Detection},
  booktitle={Proceedings of the European Conference on Computer Vision (ECCV)},
  year={2006},
  volume={3953},
  pages={592--605},
  url={http://fleuret.org/papers/oezuysal-et-al-eccv2006.pdf},
}

@inproceedings{fleuret-gerstner-2005,
  author={Fleuret, F. and Gerstner, W.},
  title={A {B}ayesian Kernel for the Prediction of Neuron Properties from Binary Gene Profiles},
  booktitle={Proceedings of the IEEE International Conference on Machine Learning and Applications (ICMLA)},
  year={2005},
  pages={129--134},
  url={http://fleuret.org/papers/fleuret-gerstner-icmla2005.pdf},
}

@inproceedings{fleuret-blanchard-2005,
  author={Fleuret, F. and Blanchard, G.},
  title={Pattern Recognition from One Example by {C}hopping},
  booktitle={Proceedings of the Neural Information Processing Systems Conference (NIPS)},
  year={2005},
  pages={371--378},
  url={http://fleuret.org/papers/fleuret-blanchard-nips2005.pdf},
}

@inproceedings{fleuret-lengagne-fua-2005,
  author={Fleuret, F. and Lengagne, R. and Fua, P.},
  title={Fixed Point Probability Field for Complex Occlusion Handling},
  booktitle={Proceedings of the IEEE International Conference on Computer Vision (ICCV)},
  year={2005},
  volume={1},
  pages={694--700},
  url={http://fleuret.org/papers/fleuret-lengagne-fua-iccv2005.pdf},
}

@techreport{fleuret-blanchard-2005b,
  author={Fleuret, F. and Blanchard, G.},
  title={Pattern Recognition from One Example by {C}hopping},
  institution={EPFL},
  year={2005},
  number={IC/2005/027},
  url={http://fleuret.org/papers/IC_TECH_REPORT_2005027.pdf},
}

@inproceedings{shahrokni-fleuret-fua-2005,
  author={Shahrokni, A. and Fleuret, F. and Fua, P.},
  title={Classifier-based Contour Tracking for Rigid and Deformable Objects},
  booktitle={Proceedings of the British Machine Vision Conference (BMVC)},
  year={2005},
  volume={2},
  pages={699--708},
  url={http://fleuret.org/papers/shahrokni-fleuret-fua-bmvc2005.pdf},
}

@inproceedings{boughorbel-et-al-2005,
  author={Boughorbel, S. and Tarel, J-P. and Fleuret, F. and Boujemaa, N.},
  title={The {G}{C}{S} Kernel For {S}{V}{M} Based Image Recognition},
  booktitle={Proceedings of the International Conference on Artificial Neural Networks (ICANN)},
  year={2005},
  volume={2},
  pages={595--600},
  url={http://fleuret.org/papers/boughorbel-et-al-ICCAN2005.pdf},
}

@article{fleuret-2004,
  author={Fleuret, F.},
  title={Fast Binary Feature Selection with Conditional Mutual Information},
  journal={Journal of Machine Learning Research (JMLR)},
  year={2004},
  volume={5},
  pages={1531--1555},
  url={http://fleuret.org/papers/fleuret-jmlr2004.pdf},
  erratumpdf={http://fleuret.org/papers/fleuret-erratum-jmlr2004.pdf},
}

@techreport{fleuret-lengagne-fua-2004,
  author={Fleuret, F. and Lengagne, R. and Fua, P.},
  title={Fixed Point Probability Field for Occlusion Handling},
  institution={EPFL},
  year={2004},
  number={IC/2004/87},
  url={http://fleuret.org/papers/IC_TECH_REPORT_200487.pdf},
}

@inproceedings{boughorbel-et-al-2004,
  author={Boughorbel, S. and Tarel, J-P. and Fleuret, F.},
  title={Non-{M}ercer Kernel for {S}{V}{M} Object Recognition},
  booktitle={Proceedings of the British Machine Vision Conference (BMVC)},
  year={2004},
  pages={137--146},
  url={http://fleuret.org/papers/boughorbel-et-al-bmvc2004.pdf},
}

@inproceedings{boujemaa-et-al-2004,
  author={Boujemaa, N. and Fleuret, F. and Gouet, V. and Sahbi, H.},
  title={Automatic Textual Annotation of Video News Based on Semantic Visual Object Extraction},
  booktitle={Proceedings of the conference of the International Society for Optical Engineering (SPIE)},
  volume={5307},
  year={2004},
  pages={329--339},
  url={http://fleuret.org/papers/boujemaa-et-al-spie2004.pdf},
}

@inproceedings{fleuret-sahbi-2003,
  author={Fleuret, F. and Sahbi, H.},
  title={Scale Invariance of Support Vector Machines based on the Triangular Kernel},
  booktitle={Proceedings of the workshop on Statistical and Computational Theories of Vision of the IEEE International Conference on Computer Vision (ICCV/SCTV)},
  year={2003},
  url={http://fleuret.org/papers/sctv2003-fleuret-sahbi.pdf},
}

@article{fleuret-sahbi-ercim2003,
  author={Fleuret, F. and Sahbi, H.},
  title={Coarse-to-fine object detection},
  journal={ERCIM News},
  year={2003},
  volume={55},
  url={http://fleuret.org/papers/fleuret-sahbi-ercim2003.pdf},
}

@techreport{fleuret-2003,
  author={Fleuret, F.},
  title={Binary Feature Selection with Conditional Mutual Information},
  institution={INRIA},
  year={2003},
  number={RR-4941},
  url={http://fleuret.org/papers/RR-4941.pdf},
}

@techreport{sahbi-fleuret-2002,
  author={Sahbi, H. and Fleuret, F.},
  title={Scale invariance of Support Vector Machines based on the Triangular Kernel},
  institution={INRIA},
  year={2002},
  number={RR-4601},
  url={http://fleuret.org/papers/RR-4601.pdf},
}

@inproceedings{rossi-et-al-2002,
  author={Rossi, F. and Conan-Guez, B. and Fleuret, F.},
  title={Functional Data Analysis With Multi Layer Perceptrons},
  booktitle={Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN)},
  year={2002},
  pages={2843--2848},
  url={http://fleuret.org/papers/rossi-conan-fleuret-ijcn2002.pdf},
}

@inproceedings{rossi-et-al-2002b,
  author={Rossi, F. and Conan-Guez, B. and Fleuret, F.},
  title={Theoretical Properties of Functional Multi Layer Perceptrons},
  booktitle={Proceedings of the European Symposium on Artificial Neural Networks (ESANN)},
  pages={7--12},
  year={2002},
  url={http://fleuret.org/papers/rossi-conan-fleuret-esann2002.pdf},
}

@inproceedings{fleuret-geman-2002,
  author={Fleuret, F. and Geman, D.},
  title={Fast Face Detection with Precise Pose Estimation},
  booktitle={Proceedings of the IEEE International Conference on Pattern Recognition (ICPR)},
  pages={235--238},
  volume={1},
  year={2002},
  url={http://fleuret.org/papers/fleuret-geman-icpr2002.pdf},
}

@Misc{fleuret-2006,
  author={Fleuret, F.},
  title={{M}od\`eles G\'en\'eratifs et Efficacit\'e Algorithmique pour la Pr\'ediction},
  howpublished={Habilitation dissertation, University of Paris XIII},
  year={2006},
  url={http://fleuret.org/papers/fleuret-synthese-hdr.pdf},
}

@PhdThesis{fleuret-2000,
  author={Fleuret, F.},
  title={D{\'e}tection hi{\'e}rarchique de visages par apprentissage statistique},
  school={Universit{\'e} Paris-VI, Paris},
  year={2000},
  url={http://fleuret.org/papers/fleuret-these.pdf},
  urlps={http://fleuret.org/papers/fleuret-these.ps.gz},
}

@article{fleuret-geman-2001,
  author={Fleuret, F. and Geman, D.},
  title={Coarse-to-fine Face Detection},
  journal={International Journal of Computer Vision (IJCV)},
  year={2001},
  volume={41},
  number={1/2},
  pages={85--107},
  url={http://fleuret.org/papers/fleuret-geman-preprint-ijcv2001.pdf},
  urlps={http://fleuret.org/papers/fleuret-geman-preprint-ijcv2001.ps.gz},
}

@article{fleuret-brunet-2000,
  author={Fleuret, F. and Brunet, E.},
  title={{D}{E}{A}~: An Architecture for Goal Planning and Classification},
  journal={Neural Computation},
  year={2000},
  volume={12},
  pages={1987--2008},
  url={http://fleuret.org/papers/fleuret-brunet-preprint-nc2000.pdf},
}

@inproceedings{fleuret-geman-1999,
  author={Fleuret, F. and Geman, D.},
  title={Graded learning for object detection},
  booktitle={Proceedings of the workshop on Statistical and Computational Theories of Vision of the IEEE international conference on Computer Vision and Pattern Recognition (CVPR/SCTV)},
  year={1999},
  url={http://fleuret.org/papers/fleuret-geman-cvpr1999.pdf},
  urlps={http://fleuret.org/papers/fleuret-geman-cvpr1999.ps.gz},
}

@inproceedings{boujemaa-et-al-2001,
  author={Boujemaa, N. and Fauqueur, F. and Ferecatu, M. and Fleuret, F. and Gouet, V. and Le Saux, B. and Sahbi, H.},
  title={Interactive Specific and Generic Image Retrieval},
  booktitle={Proceedings of the international workshop on Multi-Media Content Based Indexing and Retrieval (MMCBIR)},
  year={2001},
  url={http://fleuret.org/papers/boujemaa-et-al-mmcbir2001.pdf},
}

@inproceedings{fleuret-vezien-2000,
  author={Fleuret, F. and V{\'e}zien, J-M.},
  title={D{\'e}tection de visages dans des s{\'e}quences vid{\'e}o {\`a} l'aide d'arbres de d{\'e}cision},
  booktitle={Actes de la conf\'erence Reconnaissance des Formes et Intelligence Artificielle (RFIA)},
  pages={17--25},
  volume={1},
  year={2000},
  url={http://fleuret.org/papers/fleuret-vezien-rfia2000.pdf},
}

@inproceedings{fleuret-geman-2000,
  author={Fleuret, F. and Geman, D.},
  title={Apprentissage hi{\'e}rarchique pour la d{\'e}tection de visages},
  booktitle={Actes de la conf\'erence Reconnaissance des Formes et Intelligence Artificielle (RFIA)},
  pages={349--357},
  volume={2},
  year={2000},
  url={http://fleuret.org/papers/fleuret-geman-rfia2000.pdf},
}

@inproceedings{oisel-et-al-1998,
  author={Oisel, L. and Fleuret, F. and Horain, P. and Morin, L. and V{\'e}zien, J. M. and Pr{\^e}teux, F. and Gagalowicz, A. and Labit, C. and Leray, P.},
  title={Analyse de s{\'e}quences non calibr{\'e}es pour la reconstruction 3D de sc{\`e}nes},
  booktitle={Actes de la conf\'erence Reconnaissance des Formes et Intelligence Artificielle (RFIA)},
  pages={189--198},
  volume={1},
  year={1998},
  url={http://fleuret.org/papers/oisel-et-al-rfia1998.pdf},
}

@inproceedings{jedynak-fleuret-1996,
  author={Jedynak, B. and Fleuret, F.},
  title={Reconnaissance d'objets 3D {\`a} l'aide d'arbres de classification},
  booktitle={Actes de la conf\'erence Images et Communication (IMAGECOM)},
  year={1996},
  url={http://fleuret.org/papers/jedynak-fleuret-imagecom1996.pdf},
  urlps={http://fleuret.org/papers/jedynak-fleuret-imagecom1996.ps.gz},
}