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Appearance-based gaze estimation with deep learning: A review and benchmark
Human gaze provides valuable information on human focus and intentions, making it a
crucial area of research. Recently, deep learning has revolutionized appearance-based …
crucial area of research. Recently, deep learning has revolutionized appearance-based …
A survey on driver behavior analysis from in-vehicle cameras
Distracted or drowsy driving is unsafe driving behavior responsible for thousands of crashes
every year. Studying driver behavior has challenges associated with observing drivers in …
every year. Studying driver behavior has challenges associated with observing drivers in …
What do you see in vehicle? Comprehensive vision solution for in-vehicle gaze estimation
Y Cheng, Y Zhu, Z Wang, H Hao… - Proceedings of the …, 2024 - openaccess.thecvf.com
Driver's eye gaze holds a wealth of cognitive and intentional cues crucial for intelligent
vehicles. Despite its significance research on in-vehicle gaze estimation remains limited due …
vehicles. Despite its significance research on in-vehicle gaze estimation remains limited due …
Attention for vision-based assistive and automated driving: A review of algorithms and datasets
Driving safety has been a concern since the first cars appeared on the streets. Driver
inattention has been singled out as a major cause of accidents early on. This is hardly …
inattention has been singled out as a major cause of accidents early on. This is hardly …
A review of driver gaze estimation and application in gaze behavior understanding
Driver gaze plays a key role in different gaze-based applications, such as driver
attentiveness detection, visual distraction detection, gaze behavior understanding, and …
attentiveness detection, visual distraction detection, gaze behavior understanding, and …
Comprehensive assessment of artificial intelligence tools for driver monitoring and analyzing safety critical events in vehicles
Human factors are a primary cause of vehicle accidents. Driver monitoring systems, utilizing
a range of sensors and techniques, offer an effective method to monitor and alert drivers to …
a range of sensors and techniques, offer an effective method to monitor and alert drivers to …
Cascade learning for driver facial monitoring
As a non-invasive method, vision-based driver monitoring aims to identify risky maneuvers
for intelligent vehicles and it has gained an increasing interest over recent years. However …
for intelligent vehicles and it has gained an increasing interest over recent years. However …
M2da: multi-modal fusion transformer incorporating driver attention for autonomous driving
D Xu, H Li, Q Wang, Z Song, L Chen… - arxiv preprint arxiv …, 2024 - arxiv.org
End-to-end autonomous driving has witnessed remarkable progress. However, the
extensive deployment of autonomous vehicles has yet to be realized, primarily due to 1) …
extensive deployment of autonomous vehicles has yet to be realized, primarily due to 1) …
[HTML][HTML] Synthetic distracted driving (syndd1) dataset for analyzing distracted behaviors and various gaze zones of a driver
This article presents a synthetic distracted driving (SynDD1) dataset for machine learning
models to detect and analyze drivers' various distracted behavior and different gaze zones …
models to detect and analyze drivers' various distracted behavior and different gaze zones …
Vision-based gaze estimation: a review
X Wang, J Zhang, H Zhang, S Zhao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Eye gaze is an important natural behavior in social interaction as it delivers complex
exchanges between observer and observed, by building up the geometric constraints and …
exchanges between observer and observed, by building up the geometric constraints and …