Traditional person identification methods have a low tolerance for occluded situation and complicated background. We focus on an image from an overhead camera.we utilize depth information for the person identification. We apply three features to the identification method: (1)the height, (2)shoulder width, (3)depth histogram. Experimental result shows our method has higher accuracy, strong robust-ness and good real-time with the existing methods of person identification.