A Review on Eye Aspect Ratio Technique

Author:

Mr. Pradeep V 1,Namratha 1,Nisha Tellis 1,Shravya 1,Vshker Mayengbam 1

Affiliation:

1. Alva’s Institute of Engineering and Technology, Mijar, Mangalore, Karnataka, India

Abstract

One of the most common factors that contributes to the deaths and injuries caused by road accidents is drowsiness. It can also affect the performance of a driver. Detecting eye blinks is an essential part of various driver safety applications. The rapid pace of blinking makes it incredibly challenging to detect eye blinks automatically. This paper presents a method that can be used to identify eye blinks captured by a camera. The suggested method takes into account the facial landmarks for each frame and then takes the distance between the eyes from these landmarks. The proposed technique calculates the positions of the facial landmarks, uses the Eye Aspect Ratio (EAR) to extract a single scalar quantity, and determines the eye closeness in each frame.

Publisher

Naksh Solutions

Subject

General Medicine

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Advanced Detection of Driver Drowsiness Using CNN-LSTM Robust Approach;2024 14th International Conference on Cloud Computing, Data Science & Engineering (Confluence);2024-01-18

2. A sophisticated Drowsiness Detection System via Deep Transfer Learning for real time scenarios;AIMS Mathematics;2024

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