Lipeng Zhang

Local structure parsing and reconstruction of road and bridge cracks based on a conditional latent diffusion model

Accurate crack segmentation on road and bridge surfaces underpins automated structural-health assessment, yet field images are routinely degraded by occluding stains, repaired patches, cast shadows, blur and noise. Under such degradation, discriminative networks tend to fracture a slender, low-contrast crack into disco...