Wenxiu Wu

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

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

GPR-based detection of internal cracks in asphalt pavement: A combination method of DeepAugment data and object detection

Zhen Liu, Xingyu Gu, Wenxiu Wu et al. · Measurement · 2022 · 101 citations

Highway Pavement, Pavement Engineering, Image Analysis +9

Automatic detection of asphalt pavement thickness: A method combining GPR images and improved Canny algorithm

Lutai Wang, Xingyu Gu, Zhen Liu et al. · Measurement · 2022 · 83 citations

Highway Pavement, Pavement Engineering, Image Analysis +7