Hybrid Approach of Haar Cascade Classifiers and Geometrical Properties of Facial Features Applied to Illumination Invariant Gender Classification System

2012 ◽  
Author(s):  
Priyanka Goel ◽  
Suneeta Agarwal
Keyword(s):  
Classification System ◽  
Hybrid Approach ◽  
Facial Features ◽  
Gender Classification ◽  
Illumination Invariant ◽  
Geometrical Properties ◽  
Cascade Classifiers ◽  
Haar Cascade ◽  
Haar Cascade Classifiers

scholarly journals Drowsiness Detection Based on Eye Closure and Yawning Detection

2019 ◽  
Vol 8 (4) ◽  
pp. 8941-8944
Keyword(s):  
Facial Features ◽  
Major Road ◽  
Road Accidents ◽  
Live Video ◽  
Cascade Classifiers ◽  
Video Feed ◽  
Haar Cascade ◽  
Eye Closure ◽  
Alarm Sounds ◽  
Haar Cascade Classifiers

The number of major road accidents that occur per day is on a rise and most of them are attributed to being the driver’s fault. According to the survey done in 2015, drivers are held responsible for approximately 78% of the accidents. To minimize the occurrence of these incidents a monitoring system that alerts the driver when he succumbs to sleep is proposed. This algorithm processes live video feed focused on the driver’s face and tracks his eye and mouth movements to detect eye closure and yawning rates. An alarm sounds if the driver is drowsy or already asleep. Haar-cascade classifiers run parallelly on the extracted facial features to detect eye closure and yawning.

A Real-time Face Recognition Smart Attendance System with Haar Cascade Classifiers

2021 ◽  
Author(s):  
Rupak Bairagi ◽  
Remon Ahmed ◽  
Sadia Afrin Tisha ◽  
Md. Sumon Sarder ◽  
Md. Sabiqul Islam ◽  
...  
Keyword(s):  
Face Recognition ◽  
Real Time ◽  
Cascade Classifiers ◽  
Haar Cascade ◽  
Haar Cascade Classifiers
Sign in / Sign up

Export Citation Format

Share Document