Qixi He, H. Takizawa, A. Ohya, M. Kobayashi, Mayumi Aoyagi
{"title":"Preliminary Study on Detection of White-Cane Users by Surveillance Cameras and YOLO","authors":"Qixi He, H. Takizawa, A. Ohya, M. Kobayashi, Mayumi Aoyagi","doi":"10.12792/icisip2021.018","DOIUrl":null,"url":null,"abstract":"The problem of personal accidents of visually impaired individuals in public areas has become a social issue. In this study, we propose a detection method of white-cane users, which are visually impaired individuals, based on surveillance cameras and YOLO. The proposed method was applied to actual videos, and several experimental results were shown.","PeriodicalId":431446,"journal":{"name":"The Proceedings of The 8th International Conference on Intelligent Systems and Image Processing 2021","volume":"84 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Proceedings of The 8th International Conference on Intelligent Systems and Image Processing 2021","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.12792/icisip2021.018","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
The problem of personal accidents of visually impaired individuals in public areas has become a social issue. In this study, we propose a detection method of white-cane users, which are visually impaired individuals, based on surveillance cameras and YOLO. The proposed method was applied to actual videos, and several experimental results were shown.