Title :
Fast Robust Eigen-Background Updating for Foreground Detection
Author :
Ruonan Li ; Yu Chen ; Xudong Zhang
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
Abstract :
A fast robust eigen-background update algorithm is proposed for foreground object detection. The update procedure involves no eigen decomposition, thus faster than former eigen-background based algorithms. Meanwhile, the algorithm can robustly maintain the desired background model, resistant to outlying objects.
Keywords :
object detection; eigen-background updating; foreground object detection; Covariance matrix; Image reconstruction; Layout; Maintenance engineering; Matrix decomposition; Object detection; Pixel; Principal component analysis; Robustness; Yttrium; Object detection; Robustness;
Conference_Titel :
Image Processing, 2006 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
1-4244-0480-0
DOI :
10.1109/ICIP.2006.312836
