Pavementscapes: a large-scale hierarchical image dataset for asphalt pavement damage segmentation. - Zheng Tong; Tao Ma 001; Ju Huyan; Weiguang Zhang (CoRR, 2022)

CrackW-Net: A Novel Pavement Crack Image Segmentation Convolutional Neural Network. - Chengjia Han; Tao Ma 001; Ju Huyan; Xiaoming Huang; Yanning Zhang (IEEE Trans. Intell. Transp. Syst., 2022)

Intelligent Compaction: An Improved Quality Monitoring and Control of Asphalt Pavement Construction Technology. - Yuan Ma; Feng Chen; Tao Ma 001; Xiaoming Huang; Yang Zhang (IEEE Trans. Intell. Transp. Syst., 2022)

An Augmented Model of Rutting Data Based on Radial Basis Neural Network. - Zhuoxuan Li 001; Meng Tao; Jinde Cao; Xinli Shi; Tao Ma 001; Wei Huang 017 (Symmetry, 2023)

Asphalt Pavement Residual Life Assessment Based on SmartRock Sensors. - Tao Ma 001; Ning Wang 056; Chengjia Han; Siqi Wang; Zheng Tong (IEEE Trans. Instrum. Meas., 2023)

Asphalt Pavement Health Prediction Based on Improved Transformer Network. - Chengjia Han; Tao Ma 001; Linhao Gu; Jinde Cao; Xinli Shi; Wei Huang 017; Zheng Tong (IEEE Trans. Intell. Transp. Syst., 2023)

Evidential transformer for pavement distress segmentation. - Zheng Tong; Tao Ma 001; Weiguang Zhang; Ju Huyan (Comput. Aided Civ. Infrastructure Eng., 2023)

Asphalt Concrete Characterization Using Digital Image Correlation: A Systematic Review of Best Practices, Applications, and Future Vision. - Siqi Wang; Zehui Zhu; Tao Ma 001; Jianwei Fan (CoRR, 2024)

Multi-stage generative adversarial networks for generating pavement crack images. - Chengjia Han; Tao Ma 001; Ju Huyan; Zheng Tong; Handuo Yang; Yaowen Yang (Eng. Appl. Artif. Intell., 2024)

Aggregation segregation generative adversarial network (AG-GAN) facilitated multi-scale segregation detection in asphalt pavement paving stage. - Handuo Yang; Tao Ma 001; Ju Huyan; Chengjia Han; Huajie Wang (Eng. Appl. Artif. Intell., 2024)

Two fractional order cumulative residual time series measures based on Rényi entropy. - Jinren Zhang; Jinde Cao; Xinli Shi; Wei Huang 017; Tao Ma 001; Xingye Zhou (Inf. Sci., 2024)

Real-Time Asphalt Pavement Layer Thickness Prediction Using Ground-Penetrating Radar Based on a Modified Extended Common Mid-Point (XCMP) Approach. - Siqi Wang; Zhen Leng; Xin Sui; Weiguang Zhang; Tao Ma 001; Zehui Zhu (IEEE Trans. Intell. Transp. Syst., 2024)

A Novel Applicable Shadow Resistant Neural Network Model for High-Efficiency Grid-Level Pavement Crack Detection. - Handuo Yang; Ju Huyan; Tao Ma 001; Yitao Song; Chengjia Han (IEEE Trans. Artif. Intell., 2024)

Multi-Object Detection for Daily Road Maintenance Inspection With UAV Based on Improved YOLOv8. - Junqing Zhu; Yuxuan Wu; Tao Ma 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Pavement Point Cloud Upsampling Based on Transformer: Toward Enhancing 3D Pavement Data. - Tianxiang Bu; Junqing Zhu; Tao Ma 001; Shun Jiang (IEEE Trans. Intell. Transp. Syst., 2024)

Roughness prediction of asphalt pavement using FGM(1,1 - sin) model optimized by swarm intelligence and Markov chain. - Zhuoxuan Li 001; Jinde Cao; Hairuo Shi; Xinli Shi; Tao Ma 001; Wei Huang 017 (Neural Networks, 2025)

Automatic Modeling Framework of Existing Road Based on Point Cloud Mapping via Low-Cost UAV-LiDAR System. - Tianxiang Bu; Junqing Zhu; Tao Ma 001 (IEEE Trans. Intell. Transp. Syst., 2025)