258 search results - page 1 / 52 » Multiple Object Tracking with Kernel Particle Filter |
CVPR
2005
IEEE
14 years 6 months ago
2005
IEEE
A new particle filter, Kernel Particle Filter (KPF), is proposed for visual tracking for multiple objects in image sequences. The KPF invokes kernels to form a continuous estimate...
ICRA
2009
IEEE
13 years 2 months ago
2009
IEEE
Color-based tracking methods have proved to be efficient for their robustness qualities. The drawback of such global representation of an object is the lack of information on its s...
ICCV
2007
IEEE
13 years 6 months ago
2007
IEEE
Even though sensor fusion techniques based on particle filters have been applied to object tracking, their implementations have been limited to combining measurements from multip...
ISBI
2007
IEEE
13 years 11 months ago
2007
IEEE
Quantitative analysis of dynamical processes in living cells by means of fluorescence microscopy imaging requires tracking of hundreds of bright spots in noisy image sequences. D...
IWINAC
2009
Springer
13 years 11 months ago
2009
Springer
In this paper, the ways of optimising a Particle Filter video tracking algorithm are investigated. The optimisation scheme discussed in this work is based on hybridising a Particle...