Toward human-vehicle collaboration: Review and perspectives on human-centered collaborative automated driving
The last decade witnessed a great development of automated driving vehicles (ADVs) and
vehicle intelligence. The significant increment of machine intelligence poses a new …
vehicle intelligence. The significant increment of machine intelligence poses a new …
Detecting driver drowsiness based on sensors: a review
In recent years, driver drowsiness has been one of the major causes of road accidents and
can lead to severe physical injuries, deaths and significant economic losses. Statistics …
can lead to severe physical injuries, deaths and significant economic losses. Statistics …
ARHPE: Asymmetric relation-aware representation learning for head pose estimation in industrial human–computer interaction
Head pose estimation (HPE) has wide industrial applications, such as online education,
human–robot interaction, and automatic manufacturing. In this article, we address two key …
human–robot interaction, and automatic manufacturing. In this article, we address two key …
Gfpose: Learning 3d human pose prior with gradient fields
Learning 3D human pose prior is essential to human-centered AI. Here, we present GFPose,
a versatile framework to model plausible 3D human poses for various applications. At the …
a versatile framework to model plausible 3D human poses for various applications. At the …
6d rotation representation for unconstrained head pose estimation
In this paper, we present a method for unconstrained end-to-end head pose estimation. We
address the problem of ambiguous rotation labels by introducing the rotation matrix …
address the problem of ambiguous rotation labels by introducing the rotation matrix …
Driver activity recognition for intelligent vehicles: A deep learning approach
Driver decisions and behaviors are essential factors that can affect the driving safety. To
understand the driver behaviors, a driver activities recognition system is designed based on …
understand the driver behaviors, a driver activities recognition system is designed based on …
Unified pose sequence modeling
Abstract We propose a Unified Pose Sequence Modeling approach to unify heterogeneous
human behavior understanding tasks based on pose data, eg, action recognition, 3D pose …
human behavior understanding tasks based on pose data, eg, action recognition, 3D pose …
Augmented and virtual reality evolution and future tendency
Augmented reality and virtual reality technologies are increasing in popularity. Augmented
reality has thrived to date mainly on mobile applications, with games like Pokémon Go or the …
reality has thrived to date mainly on mobile applications, with games like Pokémon Go or the …
An ensemble deep learning approach for driver lane change intention inference
With the rapid development of intelligent vehicles, drivers are increasingly likely to share
their control authorities with the intelligent control unit. For building an efficient Advanced …
their control authorities with the intelligent control unit. For building an efficient Advanced …
Driver gaze tracking and eyes off the road detection system
Distracted driving is one of the main causes of vehicle collisions in the United States.
Passively monitoring a driver's activities constitutes the basis of an automobile safety system …
Passively monitoring a driver's activities constitutes the basis of an automobile safety system …