DocumentCode
538505
Title
Object detection based on Gaussian mixture background
Author
Bo, Liu ; Xiaowei, Hui
Author_Institution
Liaoning Tech. Univ., Huludao, China
fYear
2010
fDate
3-5 Dec. 2010
Firstpage
215
Lastpage
217
Abstract
The paper analyzes background signal of video. According to characteristic of background signal, a method of choosing every pameter value in algorithm is provided. Using a classical background model detection moving object-Gaussian mixture background model, and a new updating algorithm of background model is provided. Experimental results show that the effectiveness of this method and the robustness in the complex background.
Keywords
Gaussian processes; object detection; video signals; Gaussian mixture background; background video signal; classical background model; object detection; Adaptation model; Computational modeling; Gaussian distribution; Mathematical model; Object detection; Pixel; Real time systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Problem-Solving (ICCP), 2010 International Conference on
Conference_Location
Lijiang
Print_ISBN
978-1-4244-8654-0
Type
conf
Filename
5696019
Link To Document