Variety of crop pests, not only the crop yield and quality has an adverse effect, but also a great threat to human health. This article analyzes research status of crop pests recognition at home and abroad. Different from the previous method of artificial eyes, computer vision has high practical value. Using the image processing and pattern recognition technology to judge disease accurately, in time and quickly. It saves time to take appropriate measures, and can greatly enhance economic efficiency.