An analysis method for eye motion and eye blink detection from colour images around ocular region

Shogo Matsuno, N. Itakura, Tota Mizuno
{"title":"An analysis method for eye motion and eye blink detection from colour images around ocular region","authors":"Shogo Matsuno, N. Itakura, Tota Mizuno","doi":"10.1504/IJSSC.2019.100010","DOIUrl":null,"url":null,"abstract":"This paper examines an analysis and measurement method that to aim to involve incorporating eye motion and eye blink as functions of an eye-based human-computer interface. Proposed method has been achieved by analysing the visible-light images captured without using special equipment, in order to make the eye-controlled input interface independent of gaze-position measurement. Specifically, we propose two algorithms, one for detecting eye motion using optical flow and the other for classifying voluntary eye blinks using changes of eye aperture areas. In addition, we tried evaluating experiment both detection algorithms simultaneously assuming application to input interface. The two algorithms were examined for applicability in an eye-based input interface. As a result of experiments, real-time detection of each eye motion and eye blink could be performed with an accuracy of about 80% on average.","PeriodicalId":43931,"journal":{"name":"International Journal of Space-Based and Situated Computing","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2019-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Space-Based and Situated Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1504/IJSSC.2019.100010","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

This paper examines an analysis and measurement method that to aim to involve incorporating eye motion and eye blink as functions of an eye-based human-computer interface. Proposed method has been achieved by analysing the visible-light images captured without using special equipment, in order to make the eye-controlled input interface independent of gaze-position measurement. Specifically, we propose two algorithms, one for detecting eye motion using optical flow and the other for classifying voluntary eye blinks using changes of eye aperture areas. In addition, we tried evaluating experiment both detection algorithms simultaneously assuming application to input interface. The two algorithms were examined for applicability in an eye-based input interface. As a result of experiments, real-time detection of each eye motion and eye blink could be performed with an accuracy of about 80% on average.
一种基于眼周彩色图像的眼动和眨眼检测方法
本文研究了一种分析和测量方法,旨在将眼动和眨眼作为基于眼睛的人机界面的功能。该方法是在不使用特殊设备的情况下,通过对采集的可见光图像进行分析,使眼控输入接口不受注视位置测量的影响。具体来说,我们提出了两种算法,一种是利用光流检测眼球运动,另一种是利用眼孔面积的变化对自愿眨眼进行分类。此外,我们还尝试了两种检测算法同时在输入界面上的应用。测试了这两种算法在基于眼睛的输入界面中的适用性。实验结果表明,每一次眼动和眨眼的实时检测准确率平均在80%左右。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
International Journal of Space-Based and Situated Computing
International Journal of Space-Based and Situated Computing COMPUTER SCIENCE, INFORMATION SYSTEMS-
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信