A survey on vision-based driver distraction analysis
Motor vehicle crashes are great threats to our life, which may result in numerous fatalities, as
well as tremendous economic and societal costs. Driver inattention, either distraction or …
well as tremendous economic and societal costs. Driver inattention, either distraction or …
A novel approach for driver fatigue detection based on visual characteristics analysis
Driver drowsiness is the major cause of many traffic accidents. A study by the National
Institute of Sleep and Vigilance showed that the majority of the accidents took place on fast …
Institute of Sleep and Vigilance showed that the majority of the accidents took place on fast …
Real-time head pose estimation using multi-task deep neural network
Driver inattention is one of the main causes of traffic accidents. To avoid such accidents,
advanced driver assistance system that passively monitors the driver's activities is needed …
advanced driver assistance system that passively monitors the driver's activities is needed …
Pose estimation of driver's head panning based on interpolation and motion vectors under a boosting framework
Over the last decade, a driver's distraction has gained popularity due to its increased
significance and high impact on road accidents. Various factors, such as mood disorder …
significance and high impact on road accidents. Various factors, such as mood disorder …
Head pose estimation using facial-landmarks classification for children rehabilitation games
S Malek, S Rossi - Pattern Recognition Letters, 2021 - Elsevier
During the last decade, there has been an increasing interest in developing Head-Pose
Estimation (HPE) methods for different applications. Among these, there is the possibility to …
Estimation (HPE) methods for different applications. Among these, there is the possibility to …
Head pose estimation in the wild assisted by facial landmarks based on convolutional neural networks
Convolutional neural networks (CNNs) exhibit excellent performance on the head pose
estimation problem under controllable conditions, but their generalization ability in the wild …
estimation problem under controllable conditions, but their generalization ability in the wild …
Single image-based head pose estimation with spherical parametrization and 3D morphing
Head pose estimation plays a vital role in various applications, eg, driver-assistance
systems, human-computer interaction, virtual reality technology, and so on. We propose a …
systems, human-computer interaction, virtual reality technology, and so on. We propose a …
Real-time multistep time-series prediction of driver's head pose during IVIS secondary tasks for Human–Machine codriving and distraction warning systems
X Zhao, Z Li, C Zhao, C Wang - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
An accurate prediction of a driver's head pose in the in-vehicle information system (IVIS)
tasks is essential for both distraction warning and vehicle takeover rule-making in human …
tasks is essential for both distraction warning and vehicle takeover rule-making in human …
Shape augmented regression for 3D face alignment
Abstract 2D face alignment has been an active topic and is becoming mature for real
applications. However, when large head pose exists, 2D annotated points lose geometric …
applications. However, when large head pose exists, 2D annotated points lose geometric …
Multi-objective genetic algorithm for optimizing an ELM-based driver distraction detection system
J Echanobe, K Basterretxea… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Driver Assistance Systems (DAS) have been progressively incorporated into commercial
vehicles in recent years. All these systems are paving the way for the forthcoming …
vehicles in recent years. All these systems are paving the way for the forthcoming …