Pixel-level cracking detection on 3D asphalt pavement images through deep-learning-based CrackNet-V Y Fei, KCP Wang, A Zhang, C Chen, JQ Li, Y Liu, G Yang, B Li IEEE Transactions on Intelligent Transportation Systems 21 (1), 273-284, 2019 | 312 | 2019 |
Automated pixel‐level pavement crack detection on 3D asphalt surfaces with a recurrent neural network A Zhang, KCP Wang, Y Fei, Y Liu, C Chen, G Yang, JQ Li, E Yang, S Qiu Computer‐Aided Civil and Infrastructure Engineering 34 (3), 213-229, 2019 | 281 | 2019 |
Pavement skid resistance as a function of pavement surface and aggregate texture properties QJ Li, Y Zhan, G Yang, KCP Wang International Journal of Pavement Engineering 21 (10), 1159-1169, 2020 | 72 | 2020 |
Novel macro-and microtexture indicators for pavement friction by using high-resolution three-dimensional surface data Q Li, G Yang, KCP Wang, Y Zhan, C Wang Transportation Research Record 2641 (1), 164-176, 2017 | 71 | 2017 |
Wavelet based macrotexture analysis for pavement friction prediction G Yang, QJ Li, YJ Zhan, KCP Wang, C Wang KSCE Journal of Civil Engineering 22, 117-124, 2018 | 67 | 2018 |
Convolutional neural network–based friction model using pavement texture data G Yang, QJ Li, Y Zhan, Y Fei, A Zhang Journal of Computing in Civil Engineering 32 (6), 04018052, 2018 | 65 | 2018 |
Intelligent pixel‐level detection of multiple distresses and surface design features on asphalt pavements AA Zhang, KCP Wang, Y Liu, Y Zhan, G Yang, G Wang, E Yang, H Zhang, ... Computer‐Aided Civil and Infrastructure Engineering 37 (13), 1654-1673, 2022 | 55 | 2022 |
Network level pavement evaluation with 1 mm 3D survey system KCP Wang, QJ Li, G Yang, Y Zhan, Y Qiu Journal of traffic and transportation engineering (English edition) 2 (6 …, 2015 | 53 | 2015 |
Finite element method-based skid resistance simulation using in-situ 3D pavement surface texture and friction data Y Peng, JQ Li, Y Zhan, KCP Wang, G Yang Materials 12 (23), 3821, 2019 | 39 | 2019 |
Multiresolution analysis of three-dimensional (3D) surface texture for asphalt pavement friction estimation G Yang, KCP Wang, JQ Li International Journal of Pavement Engineering 22 (14), 1882-1891, 2021 | 31 | 2021 |
Random forest–based pavement surface friction prediction using high-resolution 3D image data G Yang, W Yu, QJ Li, K Wang, Y Peng, A Zhang Journal of Testing and Evaluation 49 (2), 1141-1152, 2021 | 30 | 2021 |
Friction-ResNets: deep residual network architecture for pavement skid resistance evaluation Y Zhan, JQ Li, G Yang, KCP Wang, W Yu Journal of Transportation Engineering, Part B: Pavements 146 (3), 04020027, 2020 | 29 | 2020 |
Automatic pavement type recognition for image-based pavement condition survey using convolutional neural network G Yang, KCP Wang, JQ Li, Y Fei, Y Liu, KC Mahboub, AA Zhang Journal of Computing in Civil Engineering 35 (1), 04020060, 2021 | 28 | 2021 |
Neural network-based prediction of sideway force coefficient for asphalt pavement using high-resolution 3D texture data Y Zou, G Yang, M Cao International Journal of Pavement Engineering 23 (9), 3157-3166, 2022 | 26 | 2022 |
3D characterization of aggregates for pavement skid resistance QJ Li, Y Zhan, G Yang, DM Pittenger, KCP Wang Journal of Transportation Engineering, Part B: Pavements 145 (2), 04019002, 2019 | 23 | 2019 |
Panel data analysis of surface skid resistance for various pavement preventive maintenance treatments using long term pavement performance (LTPP) data QJ Li, Y Zhan, G Yang, KCP Wang, C Wang Canadian Journal of Civil Engineering 44 (5), 358-366, 2017 | 20 | 2017 |
Study of pavement micro-and macro-texture evolution due to traffic polishing using 3d areal parameters Y Zou, G Yang, W Huang, Y Lu, Y Qiu, KCP Wang Materials 14 (19), 5769, 2021 | 13 | 2021 |
Automated joint faulting measurement based on full-lane 3D pavement surface data AA Zhang, G Yang, KCP Wang, B Li, H Kong, Y Sun, D Wu, Y Liu, Z Ma Transportation Research Part C: Emerging Technologies 128, 103221, 2021 | 13 | 2021 |
Reconstruction of sub‐mm 3D pavement images using recursive generative adversarial network for faster texture measurement G Wang, KCP Wang, G Yang Computer‐Aided Civil and Infrastructure Engineering 38 (16), 2206-2224, 2023 | 12 | 2023 |
Effectiveness and performance of high friction surface treatments at a national scale QJ Li, G Yang, KCP Wang, Y Zhan, D Merritt, C Wang Canadian Journal of Civil Engineering 43 (9), 812-821, 2016 | 12 | 2016 |