Particle Filter Real-Time Tracking with Multi-resolution and Multi-cue

Abstract

This paper is a new attempt to introduce a Multi-resolution and Multi-cueParticle Filter tracking method. It combines multiple features distribution and multiple resolutions to facilitate 2D video tracking from a monocular view. The method's benefits lie in its speed, its robustness. Speed is improved by multiple resolutions which reduce number of particles dramatically while keeping its quality; robustness is implemented by multiple cues. The proposed method is demonstrated on man tracking with a non-station…