“…Intelligent video surveillance is a new computer vision field and developed rapidly in recent years, it is a combination of different subjects such as image processing, artificial intelligence, computer science, etc. The intelligent video surveillance [1,2] analyzes the video collecting from the camera automatically, and the analysis results are reported or warned. Among them, examinee identification is an important link in the intelligent video surveillance, through the examinee identification, not only can offer information about the examination room to the supervisor, can also be used to statistical the number in the examination room, can be applied to the analysis of the student's attendance status in class, so it is very important to the study of the examinee identification.…”