Title :
Object detection based on Gaussian mixture background
Author :
Bo, Liu ; Xiaowei, Hui
Author_Institution :
Liaoning Tech. Univ., Huludao, China
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;
Conference_Titel :
Computational Problem-Solving (ICCP), 2010 International Conference on
Conference_Location :
Lijiang
Print_ISBN :
978-1-4244-8654-0
