Behavioral intention prediction in driving scenes: A survey

J Fang, F Wang, J Xue, TS Chua - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In driving scenes, road agents often engage in frequent interaction and strive to understand
their surroundings. Ego-agent (each road agent itself) predicts what behavior will be …

[HTML][HTML] Image Analysis in Autonomous Vehicles: A Review of the Latest AI Solutions and Their Comparison

M Kozłowski, S Racewicz, S Wierzbicki - Applied Sciences, 2024 - mdpi.com
The integration of advanced image analysis using artificial intelligence (AI) is pivotal for the
evolution of autonomous vehicles (AVs). This article provides a thorough review of the most …

A modular multimodal architecture for gaze target prediction: Application to privacy-sensitive settings

A Gupta, S Tafasca, JM Odobez - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
Predicting where a person is looking is a complex task, requiring to understand not only the
person's gaze and scene content, but also the 3D scene structure and the person's situation …

Towards comprehensive understanding of pedestrians for autonomous driving: Efficient multi-task-learning-based pedestrian detection, tracking and attribute …

Y Zhou, X Zeng - Robotics and Autonomous Systems, 2024 - Elsevier
Safe interaction with pedestrians is important for autonomous vehicles in urban
environments. Comprehensive understanding of pedestrian behavior is a challenge for …

SA-BiGCN: Bi-Stream Graph Convolution Networks With Spatial Attentions for the Eye Contact Detection in the Wild

Y Ling, Z Ma, B **e, Q Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Eye contact is essential in transmitting information and intention in the wild environment (eg,
urban streets or parking lots) with mixed vehicles and pedestrians. Compared with the vision …

Detection of distant eye-contact using spatio-temporal pedestrian skeletons

R Hata, D Deguchi, T Hirayama… - 2022 IEEE 25th …, 2022 - ieeexplore.ieee.org
Eye contact is an important factor in determining whether a pedestrian is aware of a vehicle.
Most conventional eye contact detection methods rely on direct eye-gaze estimation based …

Trust-aware safe control for autonomous navigation: Estimation of system-to-human trust for trust-adaptive control barrier functions

S Ejaz, M Inoue - IEEE Transactions on Control Systems …, 2024 - ieeexplore.ieee.org
A trust-aware safe control system for autonomous navigation in the presence of humans,
specifically pedestrians, is presented. The system combines model predictive control (MPC) …

Pedestrian Facial Attention Detection Using Deep Fusion and Multi-modal Fusion Classifier

J Lian, Z Wang, D Yang, W Zheng, L Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Pedestrian facial attention plays an essential role in autonomous driving scenarios where a
vehicle has to handle complex interactions with pedestrians. By inferring whether …

Recognition of Human Relationships Using Interactions and Gazes through Video Analysis in Surveillance Footage

M Tanonwong, N Chiba… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
In this paper, we hypothesize that human relationships can be estimated from interactions
and the frequency and length of mutual gazes between an individual pair in videos …

Pedestrian Crossing Intention Prediction in the Wild: A Survey

Y Ling, Z Ma - CHAIN, 2024 - ieeexplore.ieee.org
In real-world driving scenarios, understanding the intentions of pedestrians in real-time is
critical for the built environment safety when operating intelligent vehicles on the roads …