1. A computer-readable medium comprising software for video processing, which when executed by a computer system, cause the computer system to perform operations comprising a method of: receiving video from an overhead view of a scene; detecting moving pixels in the video; detecting line segments in the video based on detected moving pixels; identifying targets in the video based on the detected line segments; tracking targets in the video based on the identified targets; and managing tracked targets in the video.