Aiming at scan imaging characteristics of the line array infrared detector,an infrared image enhancement algorithm based on histogram statistics platform is proposed. The simulation results show that,the algorithm can correct black and white lines caused by blind and flash pixels of scanning thermal imager. It can also improve the image contrast,revise global grayscale,and sharpen edge details of the images. This algorithm has good enhancement effect for infrared image of scanning imaging system.