一种进一步简化的眨眼识别算法,利用视频视觉技术进行通信

S. R. Rupanagudi, Varsha G. Bhat, B. Ranjani, S. Eshwari, S. Shreyas, M. N. Vishnu, R. K. Singh, Sukanya Singh, B. Chandrashekar
{"title":"一种进一步简化的眨眼识别算法,利用视频视觉技术进行通信","authors":"S. R. Rupanagudi, Varsha G. Bhat, B. Ranjani, S. Eshwari, S. Shreyas, M. N. Vishnu, R. K. Singh, Sukanya Singh, B. Chandrashekar","doi":"10.1109/IBSS.2015.7456643","DOIUrl":null,"url":null,"abstract":"A lot of research has been carried out in the past decade to assist patients suffering from paralysis or Motor Neuron Disease (MND) to communicate and also to move. Though solutions exist, they are extremely expensive and also sluggish in user response. This paper presents a cost effective setup and a novel algorithm to help the MND affected segment of the society to communicate using only blinks. A major feature of the research carried out is the high speed dilation algorithm discovered and also a simplified eye detection methodology, which is totally independent of a computer interface. All experiments were carried out using Simulink bundled with MATLAB 2011b. A Java implementation for speed efficiency calculation was also carried out and proved that the proposed methodology is 8 times faster compared to its predecessor technology.","PeriodicalId":317804,"journal":{"name":"2015 IEEE Bombay Section Symposium (IBSS)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"A further simplified algorithm for blink recognition using video oculography for communicating\",\"authors\":\"S. R. Rupanagudi, Varsha G. Bhat, B. Ranjani, S. Eshwari, S. Shreyas, M. N. Vishnu, R. K. Singh, Sukanya Singh, B. Chandrashekar\",\"doi\":\"10.1109/IBSS.2015.7456643\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A lot of research has been carried out in the past decade to assist patients suffering from paralysis or Motor Neuron Disease (MND) to communicate and also to move. Though solutions exist, they are extremely expensive and also sluggish in user response. This paper presents a cost effective setup and a novel algorithm to help the MND affected segment of the society to communicate using only blinks. A major feature of the research carried out is the high speed dilation algorithm discovered and also a simplified eye detection methodology, which is totally independent of a computer interface. All experiments were carried out using Simulink bundled with MATLAB 2011b. A Java implementation for speed efficiency calculation was also carried out and proved that the proposed methodology is 8 times faster compared to its predecessor technology.\",\"PeriodicalId\":317804,\"journal\":{\"name\":\"2015 IEEE Bombay Section Symposium (IBSS)\",\"volume\":\"48 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 IEEE Bombay Section Symposium (IBSS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IBSS.2015.7456643\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE Bombay Section Symposium (IBSS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IBSS.2015.7456643","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8

摘要

在过去的十年里,人们进行了大量的研究,以帮助瘫痪或运动神经元疾病(MND)患者进行交流和移动。虽然存在解决方案,但它们非常昂贵,而且用户响应缓慢。本文提出了一种具有成本效益的设置和一种新的算法,以帮助受MND影响的社会部分仅使用眨眼进行通信。该研究的一个主要特点是发现了高速扩张算法和简化的眼睛检测方法,该方法完全独立于计算机接口。所有实验均使用Simulink与MATLAB 2011b捆绑进行。一个用于速度效率计算的Java实现也被执行,并证明了所提出的方法比其前身技术快8倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A further simplified algorithm for blink recognition using video oculography for communicating
A lot of research has been carried out in the past decade to assist patients suffering from paralysis or Motor Neuron Disease (MND) to communicate and also to move. Though solutions exist, they are extremely expensive and also sluggish in user response. This paper presents a cost effective setup and a novel algorithm to help the MND affected segment of the society to communicate using only blinks. A major feature of the research carried out is the high speed dilation algorithm discovered and also a simplified eye detection methodology, which is totally independent of a computer interface. All experiments were carried out using Simulink bundled with MATLAB 2011b. A Java implementation for speed efficiency calculation was also carried out and proved that the proposed methodology is 8 times faster compared to its predecessor technology.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
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