Abstract: An automatic and accurate video moving object segmentation algorithm was proposed which is based on the spatio temporal property segmentation. The Gaussian Mixture Model was employed to cluster the current frame into a set of homogeneous regions based on

Key words: Video moving object,Gaussian mixture model, Minimum description length （MDL）,Motion estimation