Abstract: Based on computer vision, this article designed a Catenary Safety Inspection System for high-speed railway. The System could be installed in the front of the locomotive running at a speed of 350 km/h, inspect the catenary with video in real time, implement the function of real time display, high speed storage, management and playback.