17 search results - page 3 / 4 » Multi-Scale Visual Tracking by Sequential Belief Propagation |
FGR
2006
IEEE
13 years 11 months ago
2006
IEEE
This paper proposes a novel method for robust and automatic realtime head tracking by fusing face and head cues within a multi-state particle filter. Due to large appearance vari...
CVPR
2004
IEEE
14 years 7 months ago
2004
IEEE
We pose the problem of 3D human tracking as one of inference in a graphical model. Unlike traditional kinematic tree representations, our model of the body is a collection of loos...
TIP
2002
13 years 4 months ago
2002
In this paper, a generic approach to simultaneous tracking and verification in video data is presented. The approach is based on posterior density estimation using sequential Monte...
PCM
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. Due to its great ability of conquering clutters, which is especially useful for high-dimensional tracking problems, particle filter becomes popular in the visual trackin...
IJCV
2006
13 years 5 months ago
2006
Abstract. Over the past few years researchers have been investigating the enhancement of visual tracking performance by devising trackers that simultaneously make use of several di...