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Advances of Deep Learning Application in Qualitative and Quantitative Detection of Road Subsurface Distress Using Ground Penetrating Radar: A Review

Lilong Cui, Lingyu Li,Wengang Zhang,Feng Sun,Dongkai Fan, Hu Zhang,Fangtong Jiao, Jingzhou Xin, Tianqing Ling

Measurement（2025）

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Key words
Road engineering,Subsurface distress,Ground penetrating radar,Deep learning,Qualitative detection,Quantitative detection
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