眼睛定位开发基于头部姿势的轮椅界面

M. Carmel Sobia, S. Menora, A. Abudhahir
{"title":"眼睛定位开发基于头部姿势的轮椅界面","authors":"M. Carmel Sobia, S. Menora, A. Abudhahir","doi":"10.1109/MVIP.2012.6428754","DOIUrl":null,"url":null,"abstract":"This paper presents the localization of eyes in facial images representing the different human head postures for the purpose of developing an interface for wheelchair. A user friendly wheelchair interface is advantageous to elderly and disabled people to enhance their mobility. The CIE L*a*b* color space is used for the extraction of the face region. The localization of eyes is achieved by constructing eye map in YCbCr color space and integral projections. On the basis of the positions of the localized facial features, control signals can be generated for the wheelchair, in future. The effectiveness of the algorithm is tested using images obtained from Indian Face Database and the obtained results are promising.","PeriodicalId":170271,"journal":{"name":"2012 International Conference on Machine Vision and Image Processing (MVIP)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Eye localization towards developing a head postures based interface for wheelchair\",\"authors\":\"M. Carmel Sobia, S. Menora, A. Abudhahir\",\"doi\":\"10.1109/MVIP.2012.6428754\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents the localization of eyes in facial images representing the different human head postures for the purpose of developing an interface for wheelchair. A user friendly wheelchair interface is advantageous to elderly and disabled people to enhance their mobility. The CIE L*a*b* color space is used for the extraction of the face region. The localization of eyes is achieved by constructing eye map in YCbCr color space and integral projections. On the basis of the positions of the localized facial features, control signals can be generated for the wheelchair, in future. The effectiveness of the algorithm is tested using images obtained from Indian Face Database and the obtained results are promising.\",\"PeriodicalId\":170271,\"journal\":{\"name\":\"2012 International Conference on Machine Vision and Image Processing (MVIP)\",\"volume\":\"57 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 International Conference on Machine Vision and Image Processing (MVIP)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MVIP.2012.6428754\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 International Conference on Machine Vision and Image Processing (MVIP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MVIP.2012.6428754","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

为了开发轮椅界面,本文介绍了不同头部姿态的人脸图像中眼睛的定位。友好的轮椅界面有利于老年人和残疾人提高他们的行动能力。使用CIE L*a*b*颜色空间提取人脸区域。通过在YCbCr色彩空间中构造眼图和积分投影来实现眼睛的定位。在定位面部特征位置的基础上,未来可以对轮椅产生控制信号。利用印度人脸数据库的图像对算法的有效性进行了测试,得到了令人满意的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Eye localization towards developing a head postures based interface for wheelchair
This paper presents the localization of eyes in facial images representing the different human head postures for the purpose of developing an interface for wheelchair. A user friendly wheelchair interface is advantageous to elderly and disabled people to enhance their mobility. The CIE L*a*b* color space is used for the extraction of the face region. The localization of eyes is achieved by constructing eye map in YCbCr color space and integral projections. On the basis of the positions of the localized facial features, control signals can be generated for the wheelchair, in future. The effectiveness of the algorithm is tested using images obtained from Indian Face Database and the obtained results are promising.
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:604180095
Book学术官方微信