Damage detection and localization of bridge deck pavement based on deep learning

• Main Authors: Ni, Youhao, Mao, Jianxiao, Fu, Yuguang, Wang, Hao, Zong, Hai, Luo, Kun
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Civil engineering; Bridge Deck Pavement; Damage Detection
• Online Access: https://hdl.handle.net/10356/169470
• Institution: Nanyang Technological University

Bridge deck pavement damage has a significant effect on the driving safety and long-term durability of bridges. To achieve the damage detection and localization of bridge deck pavement, a three-stage detection method based on the you-only-look-once version 7 (YOLOv7) network and the revised LaneNet...