Lutai Wang

Automatic recognition of pavement cracks from combined GPR B-scan and C-scan images using multiscale feature fusion deep neural networks

Zhen Liu, Xingyu Gu, Jiaqi Chen et al. · Automation in Construction · 2022 · 169 citations

Image Classification, Convolutional Neural Network, Machine Vision +12

Automatic pixel-level detection of vertical cracks in asphalt pavement based on GPR investigation and improved mask R-CNN

Zhen Liu, Justin K. W. Yeoh, Xingyu Gu et al. · Automation in Construction · 2022 · 166 citations

Highway Pavement, Pavement Engineering, Image Analysis +10

Application of Combining YOLO Models and 3D GPR Images in Road Detection and Maintenance

Zhen Liu, Wenxiu Wu, Xingyu Gu et al. · Remote Sensing · 2021 · 157 citations · Full text

Highway Pavement, Yolov5 Model, Engineering +25

Novel YOLOv3 Model With Structure and Hyperparameter Optimization for Detection of Pavement Concealed Cracks in GPR Images

Zhen Liu, Xingyu Gu, Hailu Yang et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 111 citations

Highway Pavement, Pavement Engineering, Engineering +22

Automatic Detection of Pothole Distress in Asphalt Pavement Using Improved Convolutional Neural Networks

Danyu Wang, Zhen Liu, Xingyu Gu et al. · Remote Sensing · 2022 · 102 citations · Full text

Highway Pavement, Pavement Engineering, Convolutional Neural Network +20