...Chengli Yang; Qingqing Wang; Zhanqiang Liu; Yanhai Cheng Accurate detection of surface defects for steel is essential to improve surface quality and service life. Deep learning (DL) used in steel surface defect detection can solve the problems of low efficiency and poor accuracy of traditional...

...Meijian Ren; Rulin Shen; Yanling Gong Surface defect detection is very important to ensure product quality, but most of the surface defects of industrial products are characterized by low contrast, large variation in size and category similarity, which brings challenges to the automatic detection...