Blind navigation system for visually impaired using windowing-based mean on Microsoft Kinect camera

Ali Ali, Mohammad Abou Ali
{"title":"Blind navigation system for visually impaired using windowing-based mean on Microsoft Kinect camera","authors":"Ali Ali, Mohammad Abou Ali","doi":"10.1109/ICABME.2017.8167560","DOIUrl":null,"url":null,"abstract":"Obstacle avoidance and navigation are major problems for blind people. They require help to pass safely. This paper presents an obstacle avoidance system for blind people using Kinect depth camera. This assistive technology recognizes the medium in front of the user using Kinect depth camera. The system receives the depth images from the Kinect camera and processes it using a windowing-based mean or average method to recognize obstacles in the scanned environment. When the system recognizes an obstacle, it sends a voice feedback to the user through earphones. The testing is done with blindfolded persons. It shows that this device could successfully guide them to bypass obstacles safely.","PeriodicalId":426559,"journal":{"name":"2017 Fourth International Conference on Advances in Biomedical Engineering (ICABME)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"19","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 Fourth International Conference on Advances in Biomedical Engineering (ICABME)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICABME.2017.8167560","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 19

Abstract

Obstacle avoidance and navigation are major problems for blind people. They require help to pass safely. This paper presents an obstacle avoidance system for blind people using Kinect depth camera. This assistive technology recognizes the medium in front of the user using Kinect depth camera. The system receives the depth images from the Kinect camera and processes it using a windowing-based mean or average method to recognize obstacles in the scanned environment. When the system recognizes an obstacle, it sends a voice feedback to the user through earphones. The testing is done with blindfolded persons. It shows that this device could successfully guide them to bypass obstacles safely.
盲人导航系统为视障人士使用视窗为基础的微软Kinect摄像头
避障和导航是盲人面临的主要问题。他们需要帮助才能安全通过。提出了一种基于Kinect深度摄像头的盲人避障系统。这种辅助技术使用Kinect深度摄像头识别用户面前的媒介。该系统接收来自Kinect摄像头的深度图像,并使用基于窗口的均值或平均方法对其进行处理,以识别扫描环境中的障碍物。当系统识别到障碍物时,它会通过耳机向用户发送语音反馈。测试是对蒙着眼睛的人进行的。结果表明,该装置可以成功地引导它们安全绕过障碍物。
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
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