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 3D Face Model Tracking Based On A Multiresolution Active Search Marc Chaumont 6f42cc7f71d6fc246a2a91f009322e3b lirmm.fr marc-chaumont 9890 971-9890 https://orcid.org/0000-0002-4095-4410 https://www.idref.fr/076392740 William Puech 88b76a2ba554e79966bc15e91dbcca3c lirmm.fr william-puech 6353 27789-6353 https://orcid.org/0000-0001-9383-2401 https://www.idref.fr/112107699 HAL System faa6eee4032e9762cd3049a692af63df ccsd.cnrs.fr 2007-02-09 15:10:39 2025-08-13 03:10:28 2007-02-09 15:25:07 2007-01-30 2007-02-09 contributor HAL System faa6eee4032e9762cd3049a692af63df ccsd.cnrs.fr CCSD lirmm-00130167 https://hal-lirmm.ccsd.cnrs.fr/lirmm-00130167 chaumont:lirmm-00130167 <i>Electronic Imaging</i>, Jan 2007, San Jose, CA, United States. pp.65081U, <a target="_blank" href="https://dx.doi.org/10.1117/12.702751">&#x27E8;10.1117/12.702751&#x27E9;</a> Electronic Imaging, Jan 2007, San Jose, CA, United States. pp.65081U, &#x27E8;10.1117/12.702751&#x27E9; HAL Authorization CNRS - Centre national de la recherche scientifique Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier ICAR: Image & Interaction Mathématiques, Informatique, Physique et Systèmes Université de Montpellier Université de Montpellier (2015-2021) International No No Yes Yes 3D Face Model Tracking Based On A Multiresolution Active Search Marc Chaumont 6f42cc7f71d6fc246a2a91f009322e3b lirmm.fr marc-chaumont 9890 971-9890 https://orcid.org/0000-0002-4095-4410 https://www.idref.fr/076392740 William Puech 88b76a2ba554e79966bc15e91dbcca3c lirmm.fr william-puech 6353 27789-6353 https://orcid.org/0000-0001-9383-2401 https://www.idref.fr/112107699 IS&T/SPIE 19th Annual Symposium on Electronic Imaging Electronic Imaging 2007-01-30 2007-02-01 San Jose, CA United States Visual Communications and Image Processing SPIE 6508 65081U 2007-01 10.1117/12.702751 English Near Real-Time Uncalibrated Camera 3D Face Tracking Multi-Resolution Active Model Search Computer Science [cs]/Image Processing [eess.IV] Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV] Computer Science [cs]/Machine Learning [cs.LG] Conference papers Conference papers Conference papers

This paper deals with face tracking in difficult conditions of non calibrated camera, strong head motions, thanks to a deformable 3D model. In those conditions, the proposed approach is able to detect and track a face. The novelty is mainly due to a multi-resolution Active Model search which allows to catch strong head motions. Results show an improvement between the single and the multi-resolution technique. Near real-time results are also provided.

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