Abstract:When the conventional semantic segmentation method is applied to fabric defect detection, the omission factor of small size defects is relatively high, and the network model with larger depth is easy to lose the features of small size defects and has poor real-time performance. To address these problems, we propose two sensitive semantic segmentations, ClothNet based on deep feature fusion and ClothNet-tiny based on atrous spatial pyramid pooling. First, in ClothNet, deep and shallow features are fused to comp… Show more
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.