Image recognition and tracking system is the function of the surveillance cameras and camera tracking automatic tracking / shooting. The function of binocular vision includes dual CMOS synchronous motion control, dual channel video acquisition, feature extraction, image matching, object location, depth calculation. AVI video stream directly is processed by image stabilization algorithm, the image sequence stabilization to PC monitor display, then only need to PC machine can obtain stable video stream. The paper presents using dual channel CMOS image sensor and moving image stabilization algorithm to design image recognition and tracking system. Evaluation methods of general to stabilization results were evaluated, and the experimental results show that the algorithm is effective.