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Attention-based interrelation modeling for explainable automated driving
Automated driving desires better performance on tasks like motion planning and interacting
with pedestrians in mixed-traffic environments. Deep learning algorithms can achieve high …
with pedestrians in mixed-traffic environments. Deep learning algorithms can achieve high …
Application of naturalistic driving data: A systematic review and bibliometric analysis
MR Alam, D Batabyal, K Yang, T Brijs… - Accident Analysis & …, 2023 - Elsevier
The application of naturalistic driving data (NDD) has the potential to answer critical
research questions in the area of driving behavior assessment, as well as the impact of …
research questions in the area of driving behavior assessment, as well as the impact of …
Autonomous aerial cinematography in unstructured environments with learned artistic decision‐making
Aerial cinematography is revolutionizing industries that require live and dynamic camera
viewpoints such as entertainment, sports, and security. However, safely piloting a drone …
viewpoints such as entertainment, sports, and security. However, safely piloting a drone …
Predicting pedestrian crossing intention in autonomous vehicles: A review
Road traffic accidents involving collisions between vehicles and pedestrians are a major
cause of death and injury globally. With recent technological progress in the field of …
cause of death and injury globally. With recent technological progress in the field of …
Psi: A pedestrian behavior dataset for socially intelligent autonomous car
Prediction of pedestrian behavior is critical for fully autonomous vehicles to drive in busy city
streets safely and efficiently. The future autonomous cars need to fit into mixed conditions …
streets safely and efficiently. The future autonomous cars need to fit into mixed conditions …
Pedestrian crash causation analysis and active safety system calibration
C Ye, X Wang, A Morris, Z Ying - Accident Analysis & Prevention, 2024 - Elsevier
Over 20% of global crash fatalities involve pedestrians, but pedestrian crash causation and
pedestrian protection systems have not been thoroughly developed or reliably tested. To …
pedestrian protection systems have not been thoroughly developed or reliably tested. To …
Creating pedestrian crash scenarios in a driving simulator environment
Objective: In 2012 in the United States, pedestrian injuries accounted for 3.3% of all traffic
injuries but, disproportionately, pedestrian fatalities accounted for roughly 14% of traffic …
injuries but, disproportionately, pedestrian fatalities accounted for roughly 14% of traffic …
Synthesis of methods for estimating pedestrian and bicyclist exposure to risk at areawide levels and on specific transportation facilities
This report summarizes the variety of methods used to estimate and evaluate exposure to
risk in pedestrian and bicyclist safety analyses. In the literature, the most common definition …
risk in pedestrian and bicyclist safety analyses. In the literature, the most common definition …
Sequential semantic segmentation of road profiles for path and speed planning
Driving video is available from in-car camera for road detection and collision avoidance.
However, consecutive video frames in a large volume have redundant scene coverage …
However, consecutive video frames in a large volume have redundant scene coverage …
Road edge detection in all weather and illumination via driving video mining
To prevent vehicles running off road, road edge detection is a fundamental function. Current
work on road edge detection has not exhaustively tackled all weather and illumination …
work on road edge detection has not exhaustively tackled all weather and illumination …