Two typical rail inspection systems based on image processing are introduced, especially the system configureation and work principle of the KSIR Inspection cars(Russion). The development of measuring for contact wire wear is summarized. And the status of the train synthesize inspection car in China has been reviewed. In the end, the trend of the inspection based on the computer vision technology in the future has been discussed.