Design and Implementation of a Drowsiness Detection System Up to Extended Head Angle Using FaceMesh Machine Learning Solution

JI Jewel, MM Hossain, MD Haque - International Conference on Machine …, 2022 - Springer
Drowsiness of drivers is a severe problem for safe driving in Bangladesh. Drowsiness and
fatigue are the major contributing causes of accidents on the road. In this paper, we …

[PDF][PDF] Driver Drowsiness Detection Based on Eye Movement and Yawning Using Facial Landmark Analysis.

ALA Ramos, JC Erandio, DHT Mangilaya… - International Journal of …, 2019 - academia.edu
The drowsiness of the drivers can lead to road accidents. With the growth of computer vision
and image processing technology it is now feasible to investigate this problem. This study …

Driver drowsiness detection system using conventional machine learning

R Madireddy, DSK Anudeep, SS Poorna… - Computer Networks and …, 2021 - Springer
Forewarning drowsy drivers can reduce the number of road accidents. A non-intrusive
drowsiness detection system is implemented, which alerts the driver on the onset of …

[PDF][PDF] Driver drowsiness detection using machine learning approach

PB Murdeshwar, ST Salian, S Reddy… - … & Technology (Ijert) …, 2019 - academia.edu
Drowsiness of drivers is one of the significant cause of road accidents. Every year, there is
an increase in the amount of deaths and fatal injuries globally. By detecting the driver's …

Driver Drowsiness Detection System

G Lavanya, N Sunand, S Gokulraj… - Artificial Intelligence …, 2023 - Wiley Online Library
Drowsiness is the major problem associated with road accidents. It is necessary to bring a
safe technology which helps to improve the mortality rate; most of the accidents occur due to …

[PDF][PDF] Real-Time Drowsiness Detection System using Artificial Intelligence

MAMF Mohd, X Ngu - Evolution in Electrical and Electronic …, 2022 - publisher.uthm.edu.my
Many factors have led to car accidents, and one of the main causes is drowsiness. Drinking
coffee and getting enough rest are examples of precautions to avoid drowsiness. This study …

Real-time driver drowsiness detection system using eye aspect ratio and eye closure ratio

S Mehta, S Dadhich, S Gumber… - … computing in science …, 2019 - papers.ssrn.com
Every year many people lose their lives due to fatal road accidents around the world and
drowsy driving is one of the primary causes of road accidents and death. Fatigue and micro …

Driver Drowsiness Detection From Multiple Facial Features Using Mobile Devices

JK John, J Jose, D Cyriac… - … Technologies for High …, 2023 - ieeexplore.ieee.org
One of the crucial features in advanced driver assistance systems for minimizing
catastrophic accidents caused by drivers is drowsiness detection. Drowsy driving has …

[PDF][PDF] Drowsiness detection system for drivers using HAART training and template matching

L Saju, J Christeena, F Yasmin, S Mariam - International Journal of …, 2016 - ijeast.com
Driver impairment due to drowsiness is known to be a major contributing factor in many
motor vehicle crashes. More than 30% of the road accidents are caused by the fatigue of the …

A Novel Approach for Detection of Driver Drowsiness Using Behavioural Measures

DV Subbaiah, P Padala, KV Rao - Lecture Notes in Networks …, 2020 - books.google.com
Among many reasons, drowsiness is a significant cause of a road accident, especially driver
who tends to drive continuously for long distances or during long night drive is mostly …