Automatic pixel-level pavement crack detection using information of multi-scale neighborhoods

• Main Authors: Ai, Dihao, Jiang, Guiyuan, Li, Chengwu, Lam, Siew Kei
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2018
• Subjects: Pavement Crack Detection; Probability Map
• Online Access: https://hdl.handle.net/10356/87573; http://hdl.handle.net/10220/45449
• Institution: Nanyang Technological University

Robust automatic pavement crack detection is critical to automated road condition evaluation. However, research on crack detection is still limited and pixel-level automatic crack detection remains a challenging problem, due to heterogeneous pixel intensity, complex crack topology, poor illumination...