Detection of Bus Driver Fatigue Based on Robust Visual Analysis of Eye and Face State

  1. Home
  2. November 2017
Manpreet Kaur

Detection of Bus Driver Fatigue Based on Robust Visual Analysis of Eye and Face State

Keywords : Driver Fatigue, IR, EOG, ECG &EEG etc.


Abstract

Driver Fatigue is usually caused by four main factors: sleep, work, time of day, and physical. Usually individuals try and do a lot of in a very day and that they lose precious sleep thanks to this. Usually by taking caffein or alternative stimulants individuals still stay up. The dearth of sleep builds up over variety of days and also the next issue that happens is that the body finally collapses and also the person falls asleep. Time of day factors will usually have an effect on the body. The human brain is trained to suppose there are times the body ought to be asleep. of these issues are resolved with the assistance of SVM and another technique. In this work we are getting the maximum result and maximum accuracy with HOG and SVM. In the Base paper they are getting maximum 80% eye closure, but here the eye closure is 90%. So we can say the maximum accuracy is the 90% of this work.

Download

Comments
No have any comment !
Leave a Comment