A spatial-channel hierarchical deep learning network for pixel-level automated crack detection

• Main Authors: Pan, Yue, Zhang, Gaowei, Zhang, Limao
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Civil engineering; Computer Vision; Automated Crack Detection
• Online Access: https://hdl.handle.net/10356/161075
• Institution: Nanyang Technological University

This research develops a novel computer vision approach named a spatial-channel hierarchical network (SCHNet), which is feasible to support the automated and reliable concrete crack segmentation at the pixel level. Specifically, SCHNet with a base net Visual Geometry Group 19 (VGG19) contains a self...