%0 Journal Article %A Sanpachai Huvanandana %D 2008 %J International Journal of Computer and Information Engineering %B World Academy of Science, Engineering and Technology %I Open Science Index 22, 2008 %T Human Verification in a Video Surveillance System Using Statistical Features %U https://publications.waset.org/pdf/3077 %V 22 %X A human verification system is presented in this paper. The system consists of several steps: background subtraction, thresholding, line connection, region growing, morphlogy, star skelatonization, feature extraction, feature matching, and decision making. The proposed system combines an advantage of star skeletonization and simple statistic features. A correlation matching and probability voting have been used for verification, followed by a logical operation in a decision making stage. The proposed system uses small number of features and the system reliability is convincing. %P 3432 - 3435