Spatial-Temporal Map Vehicle Trajectory Detection Using Dynamic Mode Decomposition and Res-UNet+ Neural Networks. - Tianya Terry Zhang; Peter Jing Jin (CoRR, 2022)

Roadside Lidar Vehicle Detection and Tracking Using Range And Intensity Background Subtraction. - Tianya Terry Zhang; Peter Jing Jin (CoRR, 2022)

Big Data Application for Network Level Travel Time Prediction. - Tianya Terry Zhang; Ying Ye; Yu Kathy Zhang (CoRR, 2022)

Multimodal Gaussian Mixture Model for Realtime Roadside LiDAR Object Detection. - Tianya Terry Zhang; Peter Jing Jin; Yi Ge (CoRR, 2022)

Spatial-Temporal Deep Embedding for Vehicle Trajectory Reconstruction from High-Angle Video. - Tianya Terry Zhang; Peter Jing Jin; Han Zhou; Benedetto Piccoli (CoRR, 2022)

A Review on Longitudinal Car-Following Model. - Tianya Terry Zhang; Peter Jing Jin; Sean T. McQuade; Benedetto Piccoli (CoRR, 2023)

Segmentation is Tracking: Spatial-Temporal Map Vehicle Trajectory Reconstruction and Validation. - Tianya Terry Zhang; Peter Jing Jin (IEEE Trans. Intell. Transp. Syst., 2023)

Deep spatial-temporal embedding for vehicle trajectory validation and refinement. - Tianya Terry Zhang; Peter Jing Jin; Benedetto Piccoli; Mina Sartipi (Comput. Aided Civ. Infrastructure Eng., 2024)

Hash-Based Gaussian Mixture Model (HGMM) for Roadside LiDAR Smart Infrastructure Applications. - Tianya Terry Zhang; Yi Ge; Anjiang Chen; Mina Sartipi; Peter Jing Jin (IEEE Trans. Intell. Transp. Syst., 2024)

Roadside Sensor Systems for Vulnerable Road User Protection: A Review of Methods and Applications. - Tianya Terry Zhang; Lei Cheng; Tam Bang; Lihao Guo; Mustafa Hajij; Siyang Cao; Austin Harris 002; Mina Sartipi (IEEE Access, 2025)

Car-Following Models: A Multidisciplinary Review. - Tianya Terry Zhang; Peter Jing Jin; Sean T. McQuade; Alexandre M. Bayen; Benedetto Piccoli (IEEE Trans. Intell. Veh., 2025)

CalibRefine: Deep Learning-Based Online Automatic Targetless LiDAR-Camera Calibration with Iterative and Attention-Driven Post-Refinement. - Lei Cheng; Lihao Guo; Tianya Terry Zhang; Tam Bang; Austin Harris 002; Mustafa Hajij; Mina Sartipi; Siyang Cao (CoRR, 2025)