Tao Ma

20 papers Journal 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
A self-adaptive transformer-enhanced physics-informed neural network for railway dynamics system.
Eng. Appl. Artif. Intell.
Chengjia Han, Shuai Qu, Yun Yang, Maggie Y. Gao, Liwei Dong, Fan Yang, Tao Ma, Yaowen Yang, Wanming Zhai
2026 J jnl
Road Visibility Estimation Based on Multimodal Fusion of Time-Series Images and Meteorological Data.
J. Comput. Civ. Eng.
Tianxiang Bu, Tianhao Ma, Junqing Zhu, Tao Ma, Xiaoming Huang
2025 J jnl
Automatic Modeling Framework of Existing Road Based on Point Cloud Mapping via Low-Cost UAV-LiDAR System.
IEEE Trans. Intell. Transp. Syst.
Tianxiang Bu, Junqing Zhu, Tao Ma
2025 J jnl
Roughness prediction of asphalt pavement using FGM(1,1 - sin) model optimized by swarm intelligence and Markov chain.
Neural Networks
Zhuoxuan Li, Jinde Cao, Hairuo Shi, Xinli Shi, Tao Ma, Wei Huang
2025 J jnl
Unsupervised pavement anomaly detection via conditional diffusion model and domain adaptive feature selection.
Comput. Aided Civ. Infrastructure Eng.
Tianxiang Bu, Xiyin Liu, Junqing Zhu, Tao Ma, Xiaoming Huang
2024 J jnl
A Novel Applicable Shadow Resistant Neural Network Model for High-Efficiency Grid-Level Pavement Crack Detection.
IEEE Trans. Artif. Intell.
Handuo Yang, Ju Huyan, Tao Ma, Yitao Song, Chengjia Han
2024 J jnl
Aggregation segregation generative adversarial network (AG-GAN) facilitated multi-scale segregation detection in asphalt pavement paving stage.
Eng. Appl. Artif. Intell.
Handuo Yang, Tao Ma, Ju Huyan, Chengjia Han, Huajie Wang
2024 J jnl
Asphalt Concrete Characterization Using Digital Image Correlation: A Systematic Review of Best Practices, Applications, and Future Vision.
CoRR
Siqi Wang, Zehui Zhu, Tao Ma, Jianwei Fan
2024 J jnl
Multi-Object Detection for Daily Road Maintenance Inspection With UAV Based on Improved YOLOv8.
IEEE Trans. Intell. Transp. Syst.
Junqing Zhu, Yuxuan Wu, Tao Ma
2024 J jnl
Multi-stage generative adversarial networks for generating pavement crack images.
Eng. Appl. Artif. Intell.
Chengjia Han, Tao Ma, Ju Huyan, Zheng Tong, Handuo Yang, Yaowen Yang
2024 J jnl
Pavement Point Cloud Upsampling Based on Transformer: Toward Enhancing 3D Pavement Data.
IEEE Trans. Intell. Transp. Syst.
Tianxiang Bu, Junqing Zhu, Tao Ma, Shun Jiang
2024 J jnl
Real-Time Asphalt Pavement Layer Thickness Prediction Using Ground-Penetrating Radar Based on a Modified Extended Common Mid-Point (XCMP) Approach.
IEEE Trans. Intell. Transp. Syst.
Siqi Wang, Zhen Leng, Xin Sui, Weiguang Zhang, Tao Ma, Zehui Zhu
2024 J jnl
Two fractional order cumulative residual time series measures based on Rényi entropy.
Inf. Sci.
Jinren Zhang, Jinde Cao, Xinli Shi, Wei Huang, Tao Ma, Xingye Zhou
2023 J jnl
An Augmented Model of Rutting Data Based on Radial Basis Neural Network.
Symmetry
Zhuoxuan Li, Meng Tao, Jinde Cao, Xinli Shi, Tao Ma, Wei Huang
2023 J jnl
Asphalt Pavement Health Prediction Based on Improved Transformer Network.
IEEE Trans. Intell. Transp. Syst.
Chengjia Han, Tao Ma, Linhao Gu, Jinde Cao, Xinli Shi, Wei Huang, Zheng Tong
2023 J jnl
Asphalt Pavement Residual Life Assessment Based on SmartRock Sensors.
IEEE Trans. Instrum. Meas.
Tao Ma, Ning Wang, Chengjia Han, Siqi Wang, Zheng Tong
2023 J jnl
Evidential transformer for pavement distress segmentation.
Comput. Aided Civ. Infrastructure Eng.
Zheng Tong, Tao Ma, Weiguang Zhang, Ju Huyan
2022 J jnl
CrackW-Net: A Novel Pavement Crack Image Segmentation Convolutional Neural Network.
IEEE Trans. Intell. Transp. Syst.
Chengjia Han, Tao Ma, Ju Huyan, Xiaoming Huang, Yanning Zhang
2022 J jnl
Intelligent Compaction: An Improved Quality Monitoring and Control of Asphalt Pavement Construction Technology.
IEEE Trans. Intell. Transp. Syst.
Yuan Ma, Feng Chen, Tao Ma, Xiaoming Huang, Yang Zhang
2022 J jnl
Pavementscapes: a large-scale hierarchical image dataset for asphalt pavement damage segmentation.
CoRR
Zheng Tong, Tao Ma, Ju Huyan, Weiguang Zhang