In this paper, people detection and tracking methods using the camera that can take the depth and color features is discussed. Recently, purposing of prevent the crimes, monitor's function were developed. It could also detect special person. But the overlap in a few of people is a problem. In this research, we detected person that has depth information, furthermore, by used the color information we purposed a more accurate method to detect an object person.