Computer Vision based Tools and Technologies for Navigational Assistance for the Visually Impaired

Shravya Dasu, Manali M. Ranade, Shravasti Sarkar, A. M R
{"title":"Computer Vision based Tools and Technologies for Navigational Assistance for the Visually Impaired","authors":"Shravya Dasu, Manali M. Ranade, Shravasti Sarkar, A. M R","doi":"10.1109/ICAISS55157.2022.10010946","DOIUrl":null,"url":null,"abstract":"One of the most pressing challenges concerning visual impairment is navigation in complex real-life environments. Blind people often use guide dogs which are expensive, canes, or other people to find their way around. Over the years, various tools have been developed to make the process of way-finding easier for the visually impaired, based on numerous technologies, including computer vision, SLAM algorithms and embedded systems. In the following paper, a number of the most effective tools and their corresponding mechanisms are discussed. These have been divided into software and hardware-oriented tools to provide the reader with better clarity. Furthermore, an analysis of the effectiveness of these alternative methods has been done, along with possible solutions to any shortcomings posed by these tools. The review concludes with a discussion about the different aspects to keep in mind while building navigational tools to assist the visually impaired.","PeriodicalId":243784,"journal":{"name":"2022 International Conference on Augmented Intelligence and Sustainable Systems (ICAISS)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Conference on Augmented Intelligence and Sustainable Systems (ICAISS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICAISS55157.2022.10010946","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

One of the most pressing challenges concerning visual impairment is navigation in complex real-life environments. Blind people often use guide dogs which are expensive, canes, or other people to find their way around. Over the years, various tools have been developed to make the process of way-finding easier for the visually impaired, based on numerous technologies, including computer vision, SLAM algorithms and embedded systems. In the following paper, a number of the most effective tools and their corresponding mechanisms are discussed. These have been divided into software and hardware-oriented tools to provide the reader with better clarity. Furthermore, an analysis of the effectiveness of these alternative methods has been done, along with possible solutions to any shortcomings posed by these tools. The review concludes with a discussion about the different aspects to keep in mind while building navigational tools to assist the visually impaired.
为视障人士提供导航辅助的基于计算机视觉的工具和技术
视觉障碍最紧迫的挑战之一是在复杂的现实环境中导航。盲人经常使用昂贵的导盲犬、手杖或其他人来找路。多年来,基于计算机视觉、SLAM算法和嵌入式系统等多种技术,开发了各种工具,使视障人士更容易找路。在下面的文章中,讨论了一些最有效的工具及其相应的机制。这些工具分为面向软件和面向硬件的工具,以便为读者提供更好的清晰度。此外,还对这些替代方法的有效性进行了分析,并对这些工具所造成的任何缺点提出了可能的解决方案。本文最后讨论了在构建帮助视障人士的导航工具时需要考虑的不同方面。
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:481959085
Book学术官方微信