Open access
Oct 2026
Automated Segmentation and Length Estimation of Tiny Building Sealant Cracks Using Deep Learning
Crack formation in building sealants allows moisture ingress, accelerates degradation, and reduces building envelope durability. Traditional visual inspections are slow and subjective, underscoring the need for automated, quantitative methods. This study presents an end-to-end deep learning framework for segmenting fin...
Vrishab Prasanth Davey, I. Lopez-Carreon, Abdullah Jirjees et al.
· Buildings · 0 citations