Sciweavers

Share
ICMCS
2009
IEEE

Foreground segmentation for static video via multi-core and multi-modal graph cut

8 years 1 months ago
Foreground segmentation for static video via multi-core and multi-modal graph cut
We proposed a new foreground detection method using the static cameras. It merges multi-modality into graph cut energy function, and performs much better results than conventional methods. Here we not only consider about the color appearance of the frame, but also spatial constraint of the foreground object. Therefore we can get the more precise shape of foreground. Besides, we divide the graph cut problem into several sub problems, in order to reduce the computing time, and try to utilize multi-core to solve the problems at the same time. Furthermore, real time performance can be easily achieved by above works. The experiments on real videos demonstrate our improvement than the other conventional foreground detection method.
Lun-Yu Chang, Winston H. Hsu
Added 19 Feb 2011
Updated 19 Feb 2011
Type Journal
Year 2009
Where ICMCS
Authors Lun-Yu Chang, Winston H. Hsu
Comments (0)
books