Aiming at moving target detection in machine vision systems,an improved algorithm for moving target detection based on frame difference algorithm is proposed. Combined with the segmentation characteristics of watershed algorithm,the real target profile can be obtained by using the improved frame difference method,and this method is verified through the experiments. The results show that the dynamic targets obtained by this algorithm are closer to the actual situation. In intelligent systems,the improved algorithm is more suitable to detect moving target and eliminate clutter.