Multiple Human Tracking Using Particle Filter with Gaussian Process Dynamical Model

<p>Abstract</p> <p>We present a particle filter-based multitarget tracking method incorporating Gaussian process dynamical model (GPDM) to improve robustness in multitarget tracking. With the particle filter Gaussian process dynamical model (PFGPDM), a high-dimensional target traje...

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Bibliographic Details
Main Authors: Wang Jing, Yin Yafeng, Man Hong
Format: Article
Language:English
Published: SpringerOpen 2008-01-01
Series:EURASIP Journal on Image and Video Processing
Online Access:http://jivp.eurasipjournals.com/content/2008/969456