205 citations · 294 across the 4 of their papers we have counts for
4 papers
Advances and Applications of Computer Vision Techniques in Vehicle Trajectory Generation and Surrogate Traffic Safety Indicators
Mohamed Abdel-Aty, Zijin Wang, Ou Zheng +1
The application of Computer Vision (CV) techniques massively stimulates microscopic traffic safety analysis from the perspective of traffic conflicts and near misses, which is usua…
Trajectory Prediction for Vehicle Conflict Identification at Intersections Using Sequence-to-Sequence Recurrent Neural Networks
Amr Abdelraouf, Mohamed Abdel-Aty, Zijin Wang +1
Surrogate safety measures in the form of conflict indicators are indispensable components of the proactive traffic safety toolbox. Conflict indicators can be classified into past-t…
Modelling the Relationship Between Post Encroachment Time and Signal Timings Using UAV Video data
Zubayer Islam, Mohamed Abdel-Aty, Amrita Goswamy +2
Intersection safety often relies on the correct modelling of signal phasing and timing parameters. A slight increase in yellow time or red time can have significant impact on the r…
CitySim: A Drone-Based Vehicle Trajectory Dataset for Safety Oriented Research and Digital Twins
Ou Zheng, Mohamed Abdel-Aty, Lishengsa Yue +3
The development of safety-oriented research and applications requires fine-grain vehicle trajectories that not only have high accuracy, but also capture substantial safety-critical…