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Addressing Data Scarcity in GPR Road Defect Detection: A Novel Framework Combining Stable Diffusion and Efficient GCP-YOLO
Publisher: American Society of Civil Engineers
Abstract: AbstractThe application of deep learning to ground penetrating radar (GPR) detection of urban
road subsurface defects is often limited by the scarcity of real-world data and high
computational costs. To address this, we ...
A Framework for Asphalt Pavement Surface Homogeneity Evaluation Based on 3D Texture Feature Distribution
Publisher: American Society of Civil Engineers
Abstract: AbstractThe surface homogeneity of asphalt pavements is a significant reference for construction
quality and long-term performance. However, existing indicators focus primarily on
the structural or surface properties of ...
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