49 search results - page 1 / 10 » An MCMC-Based Particle Filter for Tracking Multiple Interact... |
CVPR
2005
IEEE
14 years 6 months ago
2005
IEEE
In many multitarget tracking applications in computer vision, a detection algorithm provides locations of potential targets. Subsequently, the measurements are associated with pre...
JCP
2008
13 years 4 months ago
2008
Ground maneuvering target tracking is a class of nonlinear and/or no-Gaussian filtering problem. A new interacting multiple model unscented particle filter (IMMUPF) is presented to...
ECCV
2004
Springer
14 years 6 months ago
2004
Springer
Abstract. We describe a Markov chain Monte Carlo based particle filter that effectively deals with interacting targets, i.e., targets that are influenced by the proximity and/or be...
IBPRIA
2007
Springer
13 years 10 months ago
2007
Springer
Robust and accurate people tracking is a key task in many promising computer-vision applications. One must deal with non-rigid targets in open-world scenarios, whose shape and appe...
ECCV
2006
Springer
14 years 6 months ago
2006
Springer
We address the problem of robust multi-target tracking within the application of hockey player tracking. The particle filter technique is adopted and modified to fit into the multi...