DocumentCode
1600126
Title
Background Subtraction under Multiple Varying Illuminations in Different Background Luminance
Author
Yang, Ming Yang ; Bo, Yang ; Dong, Men Ai ; Long, Guo Yun
Author_Institution
Multimedia Technol. Center, BUPT Beijing Univ. of Posts & Telecommun., Beijing, China
Volume
1
fYear
2010
Firstpage
189
Lastpage
193
Abstract
Background subtraction is widely used in detecting moving objects in a static scene, which requires a fixed camera, and a static background. Most background subtract algorithms require the illumination changing slowly, so can be tracked and updated. If the illumination changes fast and non-monotony, many algorithms fail. Here we research one scene in changing illumination: multiple continuous varying illuminations. This scene can be seen indoor or in the dark or underground architecture and can be expanded to some daytime scenes. We advance a new algorithm based on different background luminance through calculating the illumination factors. Its theory is similar to the single varying illumination we advanced before; it can relative precisely obtain the moving objects in this scene.
Keywords
brightness; image motion analysis; lighting; object detection; background luminance; background subtraction; moving objects detection; multiple varying illuminations; Cameras; Colored noise; Computational modeling; Differential equations; Layout; Light sources; Lighting; Object detection; Switches; Telecommunication computing; background luminance; background subtraction; illumination factors; multiple continuous varying illuminations; static background;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Modeling and Simulation, 2010. ICCMS '10. Second International Conference on
Conference_Location
Sanya, Hainan
Print_ISBN
978-1-4244-5642-0
Electronic_ISBN
978-1-4244-5643-7
Type
conf
DOI
10.1109/ICCMS.2010.91
Filename
5421405
Link To Document