51 search results - page 1 / 11 » MAP Particle Selection in Shape-Based Object Tracking |
ICIP
2007
IEEE
14 years 6 months ago
2007
IEEE
The Bayesian filtering for recursive state estimation and the shape-based matching methods are two of the most commonly used approaches for target tracking. The Multiple Hypothesi...
ROBOCUP
2004
Springer
13 years 9 months ago
2004
Springer
In this paper we propose an approach for tracking a moving target using Rao-Blackwellised particle filters. Such filters represent posteriors over the target location by a mixtur...
ICIP
2009
IEEE
14 years 5 months ago
2009
IEEE
Most of the state-of-the-art tracking algorithms are prone to error when dealing with occlusions, especially when the involved moving objects are hardly discernible in appearance....
AVSS
2009
IEEE
13 years 8 months ago
2009
IEEE
In this paper, a new integrated particle filter is proposed for video object tracking. After particles are generated by importance sampling, each particle is regressed on the tran...
ICIP
2005
IEEE
14 years 6 months ago
2005
IEEE
This paper presents a probabilistic framework for off-line multiple object tracking. At each timestep, a small set of deterministic candidates is generated which is guaranteed to ...