Texture plays an important role in computer vision. After more than thirty years of research, texture has been used in many practical applications. Possible applications include medical image analysis, industrial inspection, satellite or aerial image analysis, content-based images Database, document analysis, personnel testing, etc., robot navigation scene analysis, texture synthesis and the like. At the same time, with the rapid development of computer technology and artificial intelligence, in many dangerous artificial work environments, image processing systems are playing an increasingly important role in social life and productive life. In the image processing system, one of the key elements of image analysis is the challenge of texture analysis, and the accuracy and robustness of textile analysis is enhanced in complex environments.