82 search results - page 1 / 17 » Effective Appearance Model and Similarity Measure for Partic... |
ECCV
2006
Springer
14 years 6 months ago
2006
Springer
PAMI
2007
13 years 4 months ago
2007
We propose a similarity measure based on a Spatial-color Mixture of Gaussians (SMOG) appearance model for particle filters. This improves on the popular similarity measure based o...
TIP
2008
13 years 4 months ago
2008
Abstract--In this paper, we propose a new approach, appearance-guided particle filtering (AGPF), for high degree-of-freedom visual tracking from an image sequence. This method adop...
ICIP
2007
IEEE
14 years 6 months ago
2007
IEEE
We propose a multi-modal object tracking algorithm that combines appearance, motion and audio information in a particle filter. The proposed tracker fuses at the likelihood level ...
ECCV
2008
Springer
14 years 6 months ago
2008
Springer
Most existing appearance models for visual tracking usually construct a pixel-based representation of object appearance so that they are incapable of fully capturing both global an...