CrackDiffusion: a two-stage semantic segmentation framework for pavement crack combining unsupervised and supervised processes

• Main Authors: Han, Chengjia, Yang, Handuo, Ma, Tao, Wang, Shun, Zhao, Chaoyang, Yang, Yaowen
• 其他作者: School of Civil and Environmental Engineering
• 格式: Article
• 語言: English
• 出版: 2024
• 主題: Engineering; Pavement crack; Diffusion model
• 在線閱讀: https://hdl.handle.net/10356/176034
• 機構: Nanyang Technological University

Achieving precise and reliable automated pavement crack detection using deep learning techniques is vital for intelligent pavement maintenance. This study proposes CrackDiffusion, an enhanced-supervised detection framework for pavement crack, combining two supervised and unsupervised stages. In Stag...