Behavioral intention prediction in driving scenes: A survey
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 …
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
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 …
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
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 …
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 …
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
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 …
urban streets or parking lots) with mixed vehicles and pedestrians. Compared with the vision …
Detection of distant eye-contact using spatio-temporal pedestrian skeletons
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 …
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) …
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 …
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 …
and the frequency and length of mutual gazes between an individual pair in videos …
Pedestrian Crossing Intention Prediction in the Wild: A Survey
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 …
critical for the built environment safety when operating intelligent vehicles on the roads …