Analyzing driver behavior under naturalistic driving conditions: A review

H Singh, A Kathuria - Accident Analysis & Prevention, 2021 - Elsevier
For a decade, researchers working in the area of road safety have started exploring the use
of driving behavior data for a better understanding of the causes related to road accidents. A …

[HTML][HTML] Review and assessment of different perspectives of vehicle-pedestrian conflicts and crashes: Passive and active analysis approaches

A Sheykhfard, F Haghighi, E Papadimitriou… - Journal of traffic and …, 2021 - Elsevier
The importance of investigating pedestrian safety has been evaluated repeatedly in safety
studies. The present study attempts to evaluate the various methods used by previous …

Evaluating pedestrian vehicle interaction dynamics at un-signalized intersections: A proactive approach for safety analysis

A Kathuria, P Vedagiri - Accident Analysis & Prevention, 2020 - Elsevier
The present research demonstrates the use of advanced trajectory based data to analyze
road user interactions at an un-signalized intersection under heterogeneous traffic …

Modeling pedestrians' near-accident events at signalized intersections using gated recurrent unit (GRU)

S Zhang, M Abdel-Aty, Y Wu, O Zheng - Accident Analysis & Prevention, 2020 - Elsevier
Pedestrian safety plays an important role in the transportation system. Intersections are
dangerous locations for pedestrians with mixed traffic. This paper aims to predict the near …

Surrogate safety analysis of pedestrian‐vehicle conflict at intersections using unmanned aerial vehicle videos

P Chen, W Zeng, G Yu, Y Wang - Journal of advanced …, 2017 - Wiley Online Library
Conflict analysis using surrogate safety measures (SSMs) has become an efficient approach
to investigate safety issues. The state‐of‐the‐art studies largely resort to video images taken …

Spatiotemporal interaction pattern recognition and risk evolution analysis during lane changes

Y Zhang, Y Zou, Y Zhang, L Wu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In complex lane change (LC) scenarios, semantic interpretation and safety analysis of
dynamic interaction pattern are necessary for autonomous vehicles to make appropriate …

Modeling the interaction between vehicle yielding and pedestrian crossing behavior at unsignalized midblock crosswalks

J Zhao, JO Malenje, J Wu, R Ma - … research part F: traffic psychology and …, 2020 - Elsevier
The interaction between pedestrians and vehicles is an inevitable phenomenon at
unsignalized midblock crosswalks. This study aims to contribute to a better understanding of …

Specification and calibration of a microscopic model for pedestrian dynamic simulation at signalized intersections: A hybrid approach

W Zeng, P Chen, G Yu, Y Wang - Transportation Research Part C …, 2017 - Elsevier
Macroscopic pedestrian models for bidirectional flow analysis encounter limitations in
describing microscopic dynamics at crosswalks. Pedestrian behavior at crosswalks is …

Investigating surrogate safety measures at midblock pedestrian crossings using multivariate models with roadside camera data

N Anwari, M Abdel-Aty, A Goswamy, O Zheng - Accident Analysis & …, 2023 - Elsevier
This study aims to evaluate and compare Surrogate Safety Measures (SSMs) at five
midblock Rectangular Rapid Flashing Beacons (RRFB) and two midblock Pedestrian Hybrid …

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 …