Application of Combining YOLO Models and 3D GPR Images in Road Detection and Maintenance. - Zhen Liu; Wenxiu Wu; Xingyu Gu; Shuwei Li; Lutai Wang; Tianjie Zhang (Remote. Sens., 2021)

Automatic Detection of Pothole Distress in Asphalt Pavement Using Improved Convolutional Neural Networks. - Danyu Wang; Zhen Liu; Xingyu Gu; Wenxiu Wu; Yihan Chen; Lutai Wang (Remote. Sens., 2022)

Novel YOLOv3 Model With Structure and Hyperparameter Optimization for Detection of Pavement Concealed Cracks in GPR Images. - Zhen Liu; Xingyu Gu; Hailu Yang 002; Lutai Wang; Yihan Chen; Danyu Wang (IEEE Trans. Intell. Transp. Syst., 2022)