Aiming at the problem of infrared object tracking,local mean of integral edge strength is adopted as feature to track infrared object based on particle filter.The tracking precision and the real-time performance are both improved by the algorithm.The simulation result illustrates the algorithm is robust and effective at infrared object tracking under complex backgrounds.