[HTML][HTML] Application of proximal surrogate indicators for safety evaluation: A review of recent developments and research needs

SMS Mahmud, L Ferreira, MS Hoque, A Tavassoli - IATSS research, 2017 - Elsevier
Although there have been a number of recent reviews on the use of traffic conflict techniques
(TCTs), none have focused on the use of proximal surrogate indicators. This paper …

Understanding cities with machine eyes: A review of deep computer vision in urban analytics

MR Ibrahim, J Haworth, T Cheng - Cities, 2020 - Elsevier
Modelling urban systems has interested planners and modellers for decades. Different
models have been achieved relying on mathematics, cellular automation, complexity, and …

Predicting real-time traffic conflicts using deep learning

N Formosa, M Quddus, S Ison, M Abdel-Aty… - Accident Analysis & …, 2020 - Elsevier
Recently, technologies for predicting traffic conflicts in real-time have been gaining
momentum due to their proactive nature of application and the growing implementation of …

Looking at intersections: a survey of intersection monitoring, behavior and safety analysis of recent studies

MS Shirazi, BT Morris - IEEE Transactions on Intelligent …, 2016 - ieeexplore.ieee.org
Intersections are known for their integral and complex nature due to a variety of the
participants' behaviors and interactions. This paper presents a review of recent studies on …

Evaluating the safety of autonomous vehicle–pedestrian interactions: An extreme value theory approach

AR Alozi, M Hussein - Analytic methods in accident research, 2022 - Elsevier
With the increasing advancements in autonomous vehicle (AV) technologies, the forecasts
of AV market shares seem to follow an ever-growing trend. This leads to the inherent need …

A comparison between simulated and field-measured conflicts for safety assessment of signalized intersections in Australia

Y Guo, M Essa, T Sayed, MM Haque… - … research part C …, 2019 - Elsevier
The primary objective of this study is to investigate the relationship between field-measured
conflicts and simulated conflicts estimated from the surrogate safety assessment model …

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, 2022 - Elsevier
In the within-intersection area, vehicles from different approaches make turning movements
resulting in many conflict points. Hence, drivers are more prone to make mistakes in that …

Prediction of pedestrian-vehicle conflicts at signalized intersections based on long short-term memory neural network

S Zhang, M Abdel-Aty, Q Cai, P Li, J Ugan - Accident Analysis & Prevention, 2020 - Elsevier
Pedestrian protection is an important component of road safety. Intersections are dangerous
locations for pedestrians with mixed traffic. This paper aims to predict potential traffic …

Transferability of calibrated microsimulation model parameters for safety assessment using simulated conflicts

M Essa, T Sayed - Accident Analysis & Prevention, 2015 - Elsevier
Several studies have investigated the relationship between field-measured conflicts and the
conflicts obtained from micro-simulation models using the Surrogate Safety Assessment …

Simulated traffic conflicts: do they accurately represent field-measured conflicts?

M Essa, T Sayed - Transportation research record, 2015 - journals.sagepub.com
Recently, there has been growing interest in using microsimulation models to assess the
safety of road facilities by analyzing vehicle trajectories and estimating conflict indicators …