Structural damage recognition and residual capacity prediction using computer vision for reinforced concrete members

• Main Author: Tang, Jun Yuen
• Other Authors: Li Bing
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Civil engineering::Construction technology
• Online Access: https://hdl.handle.net/10356/158441
• Institution: Nanyang Technological University

This project presents the results of using computer vision-based technology to relate the damage levels and damage states of columns to quantitative load estimates in structural components for automated façade inspections. Image-processing and machine learning regression techniques were utilized to...