We propose a model-free anchorperson detection algorithm based on anchorperson distributing traits. First, news video is divided into shots from which candidate shots is selected. Secondly cluster algorithm is applied to the candidate shots to gather the similar shots. Finally we put the variance analysis to each cluster to detect the anchorperson shots. Experiments results show that our method has achieved excellent results in various news videos.