Research on a Real-Time Driver Fatigue Detection Algorithm Based on Facial Video Sequences
The research on driver fatigue detection is of great significance to improve driving safety. This paper proposes a real-time comprehensive driver fatigue detection algorithm based on facial landmarks to improve the detection accuracy, which detects the ...
Tianjun Zhu +7 more
doaj +1 more source
Occupational and Driving Challenges Within Sleep Medicine. [PDF]
ABSTRACT Shift work is a necessity for a society that requires 24/7 services. However, working around the clock can cause a misalignment with our sleep‐wake cycle, resulting in sleepiness, impaired cognition and poor health. Due to the prevalence of shift work within safety‐critical contexts, there is a need to further understand the causes and ...
Pilkington-Cheney F, McNicholas WT.
europepmc +2 more sources
EEG index for control operators’ mental fatigue monitoring using interactions between brain regions [PDF]
Mental fatigue is a gradual and cumulative phenomenon induced by the time spent on a tedious but mentally demanding task, which is associated with a decrease in vigilance. It may be dangerous for operators controlling air traffic or monitoring plants.
Bonnet, Stephane +3 more
core +3 more sources
Learning State Assessment in Online Education Based on Multiple Facial Features Detection
Considering that most of online training is not effectively supervised, this article presents an online leaning state assessment approach which combines blink detection, yawn detection, and head pose estimation. Blink detection is realized by computing the eye aspect ratio and the ratio of closed eye frames to the total frames per unit time to evaluate
Deguang Li +6 more
wiley +1 more source
Yawning as Therapy? The Potential of the Conditioned Yawn Reflex as a Novel Treatment for Insomnia Disorder. [PDF]
ABSTRACT In 1986, Provine, the pioneer of yawning research wrote that ‘Yawning may have the dubious distinction of being the least understood, common human behaviour’ (p. 120); and so yawning remains some 40 years later, as something of a biological and social curiosity.
Espie CA.
europepmc +2 more sources
Detecting Distracted Driving with Deep Learning [PDF]
© Springer International Publishing AG 2017Driver distraction is the leading factor in most car crashes and near-crashes. This paper discusses the types, causes and impacts of distracted driving.
A Nabo +9 more
core +2 more sources
3-Parameter Hough Ellipse Detection Algorithm for Accurate Location of Human Eyes [PDF]
Accurately positioning the Human Eyes plays an important role in the detection of the fatigue driving. In order to improve the performance of positioning of human face and eyes, an accurately positioning method of the human eyes is proposed based on the ...
Gui, W, Hu, H, Yang, Q, Zhou, S, Zhu, C
core +1 more source
A hybrid system for detecting driver drowsiness was examined by using piezofilm movement sensors integrated into the car seat, seat belt and steering wheel.
Burton, David +4 more
core +2 more sources
A Real-Time Fatigue Sensing and Enhanced Feedback System
This paper describes a real-time fatigue sensing and enhanced feedback system designed for video terminal operating groups. This paper analyzes the advantages and disadvantages of various current acquisition devices and various algorithms for fatigue ...
Xinyue Miao +3 more
doaj +1 more source
Multimodality Inferring of Human Cognitive States Based on Integration of Neuro-Fuzzy Network and Information Fusion Techniques [PDF]
To achieve an effective and safe operation on the machine system where the human interacts with the machine mutually, there is a need for the machine to understand the human state, especially cognitive state, when the human's operation task demands an ...
G Yang, P Bhattacharya, Y Lin
core +2 more sources

