An Improved Method of Target Detection based on Gaussian Mixture Model and Average Background Method

Weiwei Zou, Dequn Zhao, Guangmin Sun, Yu Zhang, and Yangye Wang


Moving Target Detection, Background Subtraction, Gaussian Mixture Model, Average Background Method, OpenCV


Based on the study of the existing target detection algorithms, this paper does more research on Gaussian Mixture Model and Average Background Method, and proposes an improved method based on the combination of them, then realizes the algorithm by using OpenCV and VS2008. According to the experimental results, this method can detect the target of the video sequence in a complex environment accurately and has high ability to suppress noise interference.

Important Links:

Go Back