Yubo Jiao

A Data-Efficient Deep Learning Paradigm for Crack Segmentation Using Generative AI

High manual annotation costs and poor generalizability often limit the robustness of deep learning models for pavement crack segmentation. This study addresses these challenges by developing and validating a diffusion-based generative artificial intelligence framework to support...