Person following with a RGB-D camera for mobile robots

This video demonstrates a person following robot that uses one RGB-D camera. A depth assisted color tracking method robustly tracks a fast moving target. The robot detects front obstacles from a depth image and avoids them. A person detector also works when the target is lost by occlusion and obstacle avoiding.