The development of 3D video in recent years realizes 3D surface capturing of human in motion as is. In this paper, we introduce 3D human sensing algorithms based on 3D video. Since 3D video capturing does not require the object to attach special markers, we can capture the original information such as body motion or viewing directions without any disturbance caused by the sensing system itself.