使用预训练的人工智能模型开发视障人士步行支持系统

Y. Murai, H. Tatsumi, Yumiko Ota, M. Miyakawa
{"title":"使用预训练的人工智能模型开发视障人士步行支持系统","authors":"Y. Murai, H. Tatsumi, Yumiko Ota, M. Miyakawa","doi":"10.1145/3498765.3498840","DOIUrl":null,"url":null,"abstract":"it is essentially important for the visually impaired to accurately understand their surroundings. However, the only way for visually impaired people to understand their surroundings is by hearing and touch. In human support, a pointing operation is effective in which the supporter holds the hand of a visually impaired person and points his or her hand toward the surrounding object to indicate its position. The purpose of this research is to develop a system that enables visually impaired people to walk straight toward their goals. The system captures the direction ahead with a small camera held in the hand, recognizes the object in the direction of travel from the image using pre-trained AI, and presents it to the visually impaired by voice. The user sets the target object in the direction of travel from the presented objects. The system detects the deviation from the target from the camera image while walking, instructs the user the deviation and the direction of travel by voice, and assists the user to walk straight toward the target.","PeriodicalId":273698,"journal":{"name":"Proceedings of the 13th International Conference on Education Technology and Computers","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2021-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Development of walking support system for the visually impaired people using pre-trained AI model\",\"authors\":\"Y. Murai, H. Tatsumi, Yumiko Ota, M. Miyakawa\",\"doi\":\"10.1145/3498765.3498840\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"it is essentially important for the visually impaired to accurately understand their surroundings. However, the only way for visually impaired people to understand their surroundings is by hearing and touch. In human support, a pointing operation is effective in which the supporter holds the hand of a visually impaired person and points his or her hand toward the surrounding object to indicate its position. The purpose of this research is to develop a system that enables visually impaired people to walk straight toward their goals. The system captures the direction ahead with a small camera held in the hand, recognizes the object in the direction of travel from the image using pre-trained AI, and presents it to the visually impaired by voice. The user sets the target object in the direction of travel from the presented objects. The system detects the deviation from the target from the camera image while walking, instructs the user the deviation and the direction of travel by voice, and assists the user to walk straight toward the target.\",\"PeriodicalId\":273698,\"journal\":{\"name\":\"Proceedings of the 13th International Conference on Education Technology and Computers\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-10-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 13th International Conference on Education Technology and Computers\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3498765.3498840\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 13th International Conference on Education Technology and Computers","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3498765.3498840","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

对于视障人士来说,准确地了解周围环境是非常重要的。然而,视障人士了解周围环境的唯一途径是通过听觉和触觉。在人类的支持中,一种指向操作是有效的,在这种操作中,支持者握住视障人士的手,并将他或她的手指向周围的物体,以指示其位置。这项研究的目的是开发一种系统,使视障人士能够径直走向他们的目标。该系统通过手持小型摄像头捕捉前方方向,使用预先训练的人工智能从图像中识别行进方向上的物体,并通过语音将其呈现给视障人士。用户将目标对象设置在呈现对象的行进方向上。在行走过程中,系统从摄像机图像中检测到与目标的偏差,并通过语音提示用户偏差和行走方向,帮助用户笔直地朝着目标行走。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Development of walking support system for the visually impaired people using pre-trained AI model
it is essentially important for the visually impaired to accurately understand their surroundings. However, the only way for visually impaired people to understand their surroundings is by hearing and touch. In human support, a pointing operation is effective in which the supporter holds the hand of a visually impaired person and points his or her hand toward the surrounding object to indicate its position. The purpose of this research is to develop a system that enables visually impaired people to walk straight toward their goals. The system captures the direction ahead with a small camera held in the hand, recognizes the object in the direction of travel from the image using pre-trained AI, and presents it to the visually impaired by voice. The user sets the target object in the direction of travel from the presented objects. The system detects the deviation from the target from the camera image while walking, instructs the user the deviation and the direction of travel by voice, and assists the user to walk straight toward the target.
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
期刊最新文献
Corpus-involved Education and Learning in European Universities Automatic Classroom Question Classification Based on Bloom's Taxonomy Effects of Anxiety on Active Class Attitude in E-Learning: Analysis by considering learning strategy and willingness to learn The Development and Practice of Children's Spelling Ability for a Foreign Language Learning Strategies Public University Students at the Time of COVID-19
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1