近三年代表性论文
[1] Tianxiang Bu, Junqing Zhu*, Tao Ma. Automatic Modeling Framework of Existing Road based on Low-cost UAV-LiDAR System. IEEE Transactions on Intelligent Transportation System. 2025.
[2] Junqing Zhu, Yiqun Yin, Tao Ma*, Dan Wang. A Novel Maintenance Decision Model for Asphalt Pavement considering Crack Causes based on Random Forest and XGBoost. Construction and Building Materials. 2025, 477, 140610.
[3] Junqing Zhu, Zeyu Ren, Feng Chen, Meijuan Tian. Road visibility detection based on convolutional neural networks with point cloud – RGB fused fog images. ASCE Journal of Computing in Civil Engineering. 2025. 39(2): 04025005.
[4] Tianxiang Bu, Junqing Zhu*, Tao Ma, Shun Jiang. Pavement point cloud upsampling based on transformer: toward enhancing 3D pavement data. IEEE Transactions on Intelligent Transportation System. 2024. 25(12): 21647-21657.
[5] Junqing Zhu, Yuxuan Wu, Tao Ma*. Multi-object detection for daily road maintenance inspection with UAV based on improved yolov8. IEEE Transactions on Intelligent Transportation System. 2024. 25(11):16548-16560.
[6] Zhipeng Wang, Junqing Zhu*, Tao Ma. Mapping of highway slope hazard susceptibility based on insar and machine learning: a pilot study toward road infrastructure resilience. Road Materials and Pavement Design. 2024.
[7] Zhipeng Wang, Junqing Zhu*, Tao Ma. Review on monitoring pavement subgrade settelement: influencing factor, measurement, and advancement. Measurement. 2024, 237: 115225.
[8] Zhipeng Wang, Junqing Zhu*, Tao Ma. Deep Learning based Detection of Vehicle Axle Type with Images captured via UAV. ASCE Journal of Transportation Engineering, part B: Pavements. 2024, 150(3): 04024032.
[9] Junqing Zhu, Zezhen Dong, Sshan Jiang, Tao Ma*, Siqi Huang, Feng Chen, W Zhang. Long-term rutting prediction of gussasphalt steel bridge deck pavement based on comprehensive finite element modeling. International Journal of Pavement Engineering. 2024, 25(1): 2428419.
[10] Junqing Zhu, Tianxiang Bu, Tao Ma, Xiaoming Huang, Feng Chen. Raster-based point cloud mapping of marking defect: toward automated road inspection via airborne lidar. ASCE Journal of Transportation Engineering, part B: Pavements. 2024, 150(2): 04024015.
[11] Tianxiang Bu, Junqing Zhu*, Tao Ma, A UAV Photography-based detection method for defective road marking. ASCE Journal of Performance of Constructed Facilities. 2022, 36(5): 04022035.
[12] Jingtao Zhong, Junqing Zhu*, Ju Huyan, Tao Ma, Weiguang Zhang. Multi-scale feature fusion network for pixel-level pavement distress detection. Automation in Construction. 2022, 141, 104436.
[13] Junqing Zhu, Jingtao Zhong, Tao Ma, Xiaoming Huang, Weiguang Zhang, Yang Zhou. Pavement distress detection using convolutional neural networks with images captured via UAV. Automation in Construction. 2022, 133: 103991. (ESI热点论文)
[14] Junqing Zhu, Shad Sargand, Issam Khoury, Derar M Tarawneh, Tao Ma, Feng Chen. Dynamic load response of perpetual pavement test roads on U.S. 23: full-scale instrumentation and data analysis. Construction and Building Materials. 2022, 331: 127326.
[15] Junqing Zhu, Tao Ma*, Zihao Lin, Haoran Zhu. Effect of aggregate structure on load-carrying capacity and deformation resistance of porous asphalt concrete based on discrete-element modelling. International Journal of Pavement Engineering. 2022, 23(11): 4023-4033.
