Machine learning and deep learning techniques for driver fatigue and drowsiness detection: a review
There are several factors for vehicle accidents during driving such as drivers' negligence,
drowsiness, and fatigue. These accidents can be avoided, if drivers are warned in time …
drowsiness, and fatigue. These accidents can be avoided, if drivers are warned in time …
Expression Recognition of Multiple Faces Using a Convolution Neural Network Combining the Haar Cascade Classifier
JF Yeh, KM Lin, CC Chang, TH Wang - Applied Sciences, 2023 - mdpi.com
Facial expression serves as the primary means for humans to convey emotions and
communicate social signals. In recent years, facial expression recognition has become a …
communicate social signals. In recent years, facial expression recognition has become a …
Automated facial characterization and image retrieval by convolutional neural networks
Introduction Develo** efficient methods to infer relations among different faces consisting
of numerous expressions or on the same face at different times (eg, disease progression) is …
of numerous expressions or on the same face at different times (eg, disease progression) is …
Driver Drowsiness Detection System Using Artificial Intelligence
B Bhusan - 2023 International Conference on Computing …, 2023 - ieeexplore.ieee.org
Technology has advanced quickly to enhance the quality of human life. Bicycles were the
primary means of transportation during the early 1900s. It's impossible to envision living …
primary means of transportation during the early 1900s. It's impossible to envision living …
[PDF][PDF] A Deep Learning-Based System for Driver Fatigue Detection
A Benmohamed, H Zarzour - Ingenierie des Systemes d' …, 2024 - researchgate.net
Driver fatigue is still a principal cause of traffic accidents. While many ways allowing fatigue
detection, a diversity of obstacles such as head position, luminosity, and facial expressions …
detection, a diversity of obstacles such as head position, luminosity, and facial expressions …
[PDF][PDF] RTD3–Real Time Driver Drowsiness Detection System Using CNN on Inception V3 Model
SS Tippannavar, R Jain, S Ramesh - 2023 - researchgate.net
There is strong evidence that worldwide, drowsiness is the leading cause of traffic accidents.
The consequences of fatigued or sleepy driving may be significantly worse for commercial …
The consequences of fatigued or sleepy driving may be significantly worse for commercial …
Drowsiness detection using Raspberry Pi for EVs and smart cars
W Ooppakaew, J Onshaunjit… - Journal of Applied …, 2024 - ph01.tci-thaijo.org
Drowsiness detection is highly significant in assuring the safety and effectiveness of
intelligent automobiles and electric vehicles (EVs). It used to be that managing driver fatigue …
intelligent automobiles and electric vehicles (EVs). It used to be that managing driver fatigue …