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RISAssessing Pavement Conditions Impact on Traffic Crashes: An Interpretable Machine-Learning Approach to Identify Crash Risk Factors and Performance Thresholds
Publisher: American Society of Civil Engineers
Abstract: AbstractPavement surface condition may have a significant impact on traffic accidents, but
its influencing mechanisms remain unclear, and safety-oriented maintenance thresholds
are still lacking. To addresses these gaps, ...
Intelligent Identification of Hidden Defects in Asphalt Roads Using GPR Based on Loss Function and Anchor Box Optimization
Publisher: American Society of Civil Engineers
Abstract: AbstractGround penetrating radar (GPR) is a critical tool for identifying hidden defects in
asphalt pavements. This study focuses on the automated detection of asphalt road defects,
including hollow defects and defects ...