3595762

An Online Motion-Based Particle Filter for Head Tracking Applications

Bouaynaya, Nidhal ; Qu, Wei ; Schonfeld, Dan

Dept. of Electr. & Comput. Eng., Illinois Univ., Chicago, IL, USA

2

2005

225

228

importance sampling; motion estimation; optical tracking; video signal processing; ABM motion estimation; CONDENSATION filter; Kullback-Leibler performance measure; adaptive block matching; finite sample number; importance sampling; motion-based proposal; online motion-based particle filter; posterior; proposal density; transition prior; video sequence probabilistic head tracking; Application software; Filtering; Monte Carlo methods; Motion estimation; Motion measurement; Particle filters; Particle tracking; Proposals; Vehicle dynamics; Video sequences;

English

ieee

Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on

1520-6149

0-7803-8874-7

conf

10.1109/ICASSP.2005.1415382

1415382