3D Human motion tracking by exemplar-based conditional particle filter

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Jigang Liu, Dongquan Liu, Justin Dauwels, Hock Soon Seah

Published: 2015, Last Modified: 28 Sept 2024Signal Process. 2015EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•This paper introduces exemplar-based conditional particle filter (EC-PF).•EC-PF is proposed by conditioning system state with images and exemplars.•An exemplar-based dynamic model is introduced to improve prediction accuracy.•3D human motion tracking system is realized by using proposed EC-PF.•Its advantage in robustness to abrupt motion change and low frame rate is verified.