The inter-frame difference method was applied to ship target image recognition, and a target recognition method in ship images based on the statistics features of the image was proposed. The demo software was written to verify the scheme by using the OpenCV computer vision library and the MFC dialog development tool in Visual C++. The results show that the method can quickly and accurately identify the target images and provide an objective basis for the commander to make decisions.