A multi-scale residual encoding network for concrete crack segmentation

• Published in: Journal of intelligent & fuzzy systems Vol. 46; no. 1; pp. 1379 - 1392
• Main Authors: Liu, Die, Xu, MengDie, Li, ZhiTing, He, Yingying, Zheng, Long, Xue, Pengpeng, Wu, Xiaodong
• Format: Journal Article
• Language: English
• Published: Amsterdam IOS Press BV 10.01.2024
• Subjects: Coding; Cracks; Datasets; Edge detection; Feature maps; Semantic segmentation; State-of-the-art reviews; Surface cracks

Concrete surface crack detection plays a crucial role in ensuring concrete safety. However, manual crack detection is time-consuming, necessitating the development of an automatic method to streamline the process. Nonetheless, detecting concrete cracks automatically remains challenging due to the he...