An Eye Blink Detection System for Dry Eye Syndrome and Its Performance Model

被引:0
作者
Govardhane, Prathamesh [1 ]
Wyawahare, Medha [1 ]
机构
[1] Vishwakarma Inst Technol, Pune 411037, Maharashtra, India
来源
AMBIENT COMMUNICATIONS AND COMPUTER SYSTEMS, RACCCS 2017 | 2018年 / 696卷
关键词
Blink detection; Dry eye syndrome; Factorial experiment;
D O I
10.1007/978-981-10-7386-1_41
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Long-term use of computer screens and reduced eye blink rate may lead to a disease known as a dry eye syndrome. As a preventive step, this paper proposes a novel system that monitors eye blink rate continuously using Web camera and alarms the computer user in case if blink rate is reduced less than a certain threshold. The accuracy of the proposed system is 90%. A factorial experiment has been carried out to evaluate the performance of the proposed system under the different conditions. A regression equation which relates accuracy of the system with the affecting parameters has been proposed.
引用
收藏
页码:475 / 484
页数:10
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