caa a22 4500 467914362 CHVBK 20180406152857.0 cr unu---uuuuu 170328e20060801xx s 000 0 eng 10.1007/s11263-005-4797-0 doi (NATIONALLICENCE)springer-10.1007/s11263-005-4797-0 Behavioral Priors for Detection and Tracking of Pedestrians in Video Sequences [Elektronische Daten] [Gianluca Antonini, Santiago Martinez, Michel Bierlaire, Jean Thiran] In this paper we address the problem of detection and tracking of pedestrians in complex scenarios. The inclusion of prior knowledge is more and more crucial in scene analysis to guarantee flexibility and robustness, necessary to have reliability in complex scenes. We aim to combine image processing methods with behavioral models of pedestrian dynamics, calibrated on real data. We introduce Discrete Choice Models (DCM) for pedestrian behavior and we discuss their integration in a detection and tracking context. The obtained results show how it is possible to combine both methodologies to improve the performances of such systems in complex sequences. Springer Science + Business Media, LLC, 2006 Antonini Gianluca Ecole Polytechnique Federale de Lausanne (EPFL), Signal Processing Institute (STI/ITS/LTS5), CH-1015, Lausanne, Switzerland aut Martinez Santiago Ecole Polytechnique Federale de Lausanne (EPFL), Signal Processing Institute (STI/ITS/LTS5), CH-1015, Lausanne, Switzerland aut Bierlaire Michel Ecole Polytechnique Federale de Lausanne (EPFL), Operation Research, CH-1015, Lausanne, Switzerland aut Thiran Jean Ecole Polytechnique Federale de Lausanne (EPFL), Signal Processing Institute (STI/ITS/LTS5), CH-1015, Lausanne, Switzerland aut International Journal of Computer Vision Kluwer Academic Publishers 69/2(2006-08-01), 159-180 0920-5691 69:2<159 2006 69 11263 https://doi.org/10.1007/s11263-005-4797-0 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s11263-005-4797-0 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Antonini Gianluca Ecole Polytechnique Federale de Lausanne (EPFL), Signal Processing Institute (STI/ITS/LTS5), CH-1015, Lausanne, Switzerland aut NATIONALLICENCE 700 1- Martinez Santiago Ecole Polytechnique Federale de Lausanne (EPFL), Signal Processing Institute (STI/ITS/LTS5), CH-1015, Lausanne, Switzerland aut NATIONALLICENCE 700 1- Bierlaire Michel Ecole Polytechnique Federale de Lausanne (EPFL), Operation Research, CH-1015, Lausanne, Switzerland aut NATIONALLICENCE 700 1- Thiran Jean Ecole Polytechnique Federale de Lausanne (EPFL), Signal Processing Institute (STI/ITS/LTS5), CH-1015, Lausanne, Switzerland aut NATIONALLICENCE 773 0- International Journal of Computer Vision Kluwer Academic Publishers 69/2(2006-08-01), 159-180 0920-5691 69:2<159 2006 69 11263 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer