Title :
Background subtraction using shape and colour information
Author :
Liu, L.Y. ; Sang, Nong ; Huang, R.
Author_Institution :
Inst. for Pattern Recognition & Artificial Intell., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
Conventional background subtraction methods are susceptible to quick illumination changes which often result in a drastic increase of false positives. Presented is a background subtraction method that combines shape and colour information to robustly detect foreground objects in various illumination conditions. Experiments show that the proposed method outperforms conventional approaches.
Keywords :
image colour analysis; image sequences; object detection; background subtraction; colour information; illumination changes; object detection; shape information;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2010.2833