| Detection of concealed cracks from ground penetrating radar images based on deep learning algorithm S Li, X Gu, X Xu, D Xu, T Zhang, Z Liu, Q Dong Construction and Building Materials 273, 121949, 2021 | 239 | 2021 |
| Application of combining YOLO models and 3D GPR images in road detection and maintenance Z Liu, W Wu, X Gu, S Li, L Wang, T Zhang Remote Sensing 13 (6), 1081, 2021 | 142 | 2021 |
| Automatic pixel-level detection of vertical cracks in asphalt pavement based on GPR investigation and improved mask R-CNN Z Liu, JKW Yeoh, X Gu, Q Dong, Y Chen, W Wu, L Wang, D Wang Automation in Construction 146, 104689, 2023 | 135 | 2023 |
| Automatic recognition of pavement cracks from combined GPR B-scan and C-scan images using multiscale feature fusion deep neural networks Z Liu, X Gu, J Chen, D Wang, Y Chen, L Wang Automation in Construction 146, 104698, 2023 | 132 | 2023 |
| Studies on the validity of strain sensors for pavement monitoring: A case study for a fiber Bragg grating sensor and resistive sensor Z Liu, X Gu, C Wu, H Ren, Z Zhou, S Tang Construction and Building Materials 321, 126085, 2022 | 101 | 2022 |
| GPR-based detection of internal cracks in asphalt pavement: A combination method of DeepAugment data and object detection Z Liu, X Gu, W Wu, X Zou, Q Dong, L Wang Measurement 197, 111281, 2022 | 95 | 2022 |
| Automatic detection of pothole distress in asphalt pavement using improved convolutional neural networks D Wang, Z Liu, X Gu, W Wu, Y Chen, L Wang Remote Sensing 14 (16), 3892, 2022 | 92 | 2022 |
| Novel YOLOv3 model with structure and hyperparameter optimization for detection of pavement concealed cracks in GPR images Z Liu, X Gu, H Yang, L Wang, Y Chen, D Wang IEEE Transactions on Intelligent Transportation Systems 23 (11), 22258-22268, 2022 | 89 | 2022 |
| Automatic detection of asphalt pavement thickness: A method combining GPR images and improved Canny algorithm L Wang, X Gu, Z Liu, W Wu, D Wang Measurement 196, 111248, 2022 | 79 | 2022 |
| Analysis of the dynamic responses of asphalt pavement based on full-scale accelerated testing and finite element simulation Z Liu, X Gu, H Ren, Z Zhou, X Wang, S Tang Construction and Building Materials 325, 126429, 2022 | 71 | 2022 |
| 3D visualization of airport pavement quality based on BIM and WebGL integration Z Liu, X Gu, Q Dong, S Tu, S Li Journal of Transportation Engineering, Part B: Pavements 147 (3), 04021024, 2021 | 65 | 2021 |
| Visibility classification and influencing-factors analysis of airport: A deep learning approach Z Liu, Y Chen, X Gu, JKW Yeoh, Q Zhang Atmospheric Environment 278, 119085, 2022 | 63 | 2022 |
| Three-dimensional finite element analysis for structural parameters of asphalt pavement: A combined laboratory and field accelerated testing approach Z Liu, X Gu, H Ren, X Wang, Q Dong Case Studies in Construction Materials 17, e01221, 2022 | 58 | 2022 |
| Mechanism and performance of graphene modified asphalt: An experimental approach combined with molecular dynamic simulations Z Liu, X Gu, X Dong, B Cui, D Hu Case Studies in Construction Materials 18, e01749, 2023 | 54 | 2023 |
| Rutting prediction of asphalt pavement with semi-rigid base: Numerical modeling on laboratory to accelerated pavement testing Z Liu, X Gu, H Ren Construction and Building Materials 375, 130903, 2023 | 52 | 2023 |
| Characteristics, mechanisms, and environmental LCA of WMA containing sasobit: An analysis perspective combing viscosity-temperature regression and interface bonding strength Z Liu, L Sun, X Gu, X Wang, Q Dong, Z Zhou, J Tang Journal of Cleaner Production 391, 136255, 2023 | 52 | 2023 |
| A fast inference vision transformer for automatic pavement image classification and its visual interpretation method Y Chen, X Gu, Z Liu, J Liang Remote Sensing 14 (8), 1877, 2022 | 52 | 2022 |
| Laboratory evaluation of the performance of reclaimed asphalt mixed with composite crumb rubber-modified asphalt: Reconciling relatively high content of RAP and virgin asphalt Z Liu, Z Zhou, X Gu, L Sun, C Wang International Journal of Pavement Engineering 24 (1), 2217320, 2023 | 37 | 2023 |
| Assessment of pavement structural conditions and remaining life combining accelerated pavement testing and ground-penetrating radar Z Liu, Q Yang, X Gu Remote Sensing 15 (18), 4620, 2023 | 37 | 2023 |
| Performance evaluation of full-scale accelerated pavement using NDT and laboratory tests: A case study in Jiangsu, China Z Liu, X Gu Case Studies in Construction Materials 18, e02083, 2023 | 35 | 2023 |
Qiao DongSoutheast UniversityZweryfikowany adres z seu.edu.cn