{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,25]],"date-time":"2025-02-25T05:28:41Z","timestamp":1740461321588,"version":"3.37.3"},"reference-count":0,"publisher":"IOS Press","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"abstract":"<jats:p>Tracking and understanding moving pedestrian behaviors is of major concern for a growing number of applications. Classical approaches either consider the two problems separately or treat them simultaneously while relying on limited context-based graphical models. In this paper, we present an approach to tackle both the problems conjointly based on richer contextual information issued from agent-based behavioral simulators which aim to realistically reproduce human behaviors within complex environments. We focus on the special case of a single target and experimentally show that the proposed approach manages to track a single pedestrian with complex behavior even in case of long periods of occlusion.<\/jats:p>","DOI":"10.3233\/978-1-61499-421-3-121","type":"book-chapter","created":{"date-parts":[[2025,2,24]],"date-time":"2025-02-24T11:59:50Z","timestamp":1740398390000},"source":"Crossref","is-referenced-by-count":0,"title":["Towards the Usage of Advanced Behavioral Simulations for Simultaneous Tracking and Activity Recognition"],"prefix":"10.3233","author":[{"family":"Fansi T. Ars&egrave;ne","sequence":"additional","affiliation":[]},{"family":"Thomas Vincent","sequence":"additional","affiliation":[]},{"family":"Buffet Olivier","sequence":"additional","affiliation":[]},{"family":"Flacher Fabien","sequence":"additional","affiliation":[]},{"family":"Dutech Alain","sequence":"additional","affiliation":[]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","STAIRS 2014"],"original-title":[],"deposited":{"date-parts":[[2025,2,24]],"date-time":"2025-02-24T12:28:10Z","timestamp":1740400090000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.medra.org\/servlet\/aliasResolver?alias=iospressISSNISBN&issn=0922-6389&volume=264&spage=121"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/978-1-61499-421-3-121","relation":{},"ISSN":["0922-6389"],"issn-type":[{"value":"0922-6389","type":"print"}],"subject":[],"published":{"date-parts":[[2014]]}}}