We have proposed a stereo camera system "subtraction stereo" that focuses on moving regions. This paper proposes a method to track multiple persons using a sequence of range images obtained by subtraction stereo. Tracking that is robust to occlusion, etc. is realized using Kalman filter. The effectiveness of the proposed method is verified by experiments.