README.md

From UCF-SST

• CitySim: A Drone-Based Vehicle Trajectory Dataset for Safety Oriented Research and Digital Twins.

  Ou Zheng, Mohamed Abdel-Aty, Lishengsa Yue, Amr Abdelraouf, Zijin Wang, Nada Mahmoud

• Developing a Traffic Safety Diagnostics System for Unmanned Aerial Vehicles UsingDeep Learning Algorithms.

  O Zheng* | Mater Thesis

• Trajectory Prediction for Vehicle Conflict Identification at Intersections Using Sequence-to-Sequence Recurrent Neural Networks

  Amr Abdelraouf, Mohamed Abdel-Aty, Zijin Wang, Ou Zheng

• Towards Next Generation of Pedestrian and Connected Vehicle In-the-loop Research: A Digital Twin Co-Simulation Framework

  Zijin Wang, Ou Zheng, Liangding Li, Mohamed Abdel-Aty, Carolina Cruz-Neira, Zubayer Islam | IEEE Transactions on Intelligent Vehicles

• A Review of the Applications of Computer Vision Technology in Surrogate-Safety-Measures-Based Traffic Safety Analysis (under review)

  Mohamed Abdel-Aty, Zijin Wang, Md Rezwanur Rahman Jahin,Ou Zheng,Amr Abdelraouf

• Modelling the Relationship Between Post Enchroachment Time and Signal Timings Using UAV Video data

  Zubayer Islam,Mohamed Abdel-Aty,Amrita Goswamy,Amr Abdelraouf,Ou Zheng

• Automated safety diagnosis based on unmanned aerial vehicle video and deep learning algorithm

  Y Wu, M Abdel-Aty, O Zheng, Q Cai, S Zhang | Transportation research record 2674 (8), 350-359

• Developing a crash warning system for the bike lane area at intersections with connected vehicle technology.

  Y Wu, M Abdel-Aty, O Zheng, Q Cai, L Yue | Transportation research record 2673 (4), 47-58

• Using closed-circuit television cameras to analyze traffic safety at intersections based on vehicle key points detection

  M Abdel-Aty, Y Wu, O Zheng*, J Yuan | Accident Analysis & Prevention 176, 106794

From other research teams

• Enhanced Index of Risk Assessment of Lane-Change on Expressway Weaving Segments

  under review

• Addressing unobserved heterogeneity at road user level for the analysis of conflict risk at tunnel toll plaza: A correlated grouped random parameters logit approach with heterogeneity in means

  Penglin Song, N.N. Sze, Ou Zheng, Mohamed Abdel-Aty | Analytic Methods in Accident Research

• Utilizing UAV video data for in-depth analysis of drivers’ crash risk at interchange merging areas.

  X Gu, M Abdel-Aty, Q Xiang, Q Cai, J Yuan | Accident Analysis & Prevention 123, 159-169

• Conflict Risk Analysis at Tunnel Toll Plaza Using Modified Time-to-collision Based on High-Resolution Trajectory Data.

  Penglin Song, N.N. Sze, Ou Zheng | Research Gate

• Examining traffic conflicts of up stream toll plaza area using vehicles’ trajectory data.

  L Xing, J He, M Abdel-Aty, Q Cai, Y Li, O Zheng | Accident Analysis & Prevention 125, 174-187

• Time-varying analysis of traffic conflicts at the upstream approach of toll plaza.

  L Xing, J He, M Abdel-Aty, Y Wu, J Yuan | Accident Analysis & Prevention 141, 105539

• Comparison of different models for evaluating vehicle collision risks at upstream diverging area of toll plaza.

  L Xing, J He, Y Li, Y Wu, J Yuan, X Gu | Accident Analysis & Prevention 135, 105343 21 2020