Paving the Future of Intelligent Pavement Defect Detection with Machine Learning: A Comprehensive Survey of Techniques and Applications

Key Points

• Detecting pavement defects with advanced machine learning techniques promotes infrastructure longevity and safety.
• Key methods include image analysis, where 90% accuracy was achieved in identifying various defect types.
• Comprehensive survey identifies existing detection techniques, data processing methods, and integration of sensors and AI.
• Findings may enable enhanced monitoring systems for road infrastructure using intelligent machine learning solutions.