| Presentation | 2021-12-09 Performance evaluation of a YOLO-based detection method of white-cane users in surveillance camera images Qixi He, Hotaka Takizawa, Akihisa Ohya, Makoto Kobayashi, Mayumi Aoyagi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The problem of personal accidents of visually impaired individuals in public areas, such as station platforms, has become a social issue. In our previous study, we proposed a detection method of white-cane users (i.e. visually impaired individuals) based on surveillance cameras and YOLO. In this study, we proposed an evaluation method of this supporter supporting method based on videos divided into k frames. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Visually impaired individuals / White cane users / YOLO / Surveillance cameras / Supporter supporting |
| Paper # | WIT2021-39 |
| Date of Issue | 2021-12-01 (WIT) |
| Conference Information | |
| Committee | WIT / HI-SIGACI |
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| Conference Date | 2021/12/8(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Well-being Information Technology |
| Chair | Shinji Sakou(Nagoya Inst. of Tech.) |
| Vice Chair | Tomohiro Amemiya(Univ. of Tokyo) |
| Secretary | Tomohiro Amemiya(Saitama Industrial Tech. Center) / (Teikyo Univ.) |
| Assistant | Minako Hosono(AIST) / Aki Sugano(Nagoya Univ.) / Tomoyasu Komori(NHK) |
| Paper Information | |
| Registration To | Technical Committee on Well-being Information Technology / * |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Performance evaluation of a YOLO-based detection method of white-cane users in surveillance camera images |
| Sub Title (in English) | |
| Keyword(1) | Visually impaired individuals |
| Keyword(2) | White cane users |
| Keyword(3) | YOLO |
| Keyword(4) | Surveillance cameras |
| Keyword(5) | Supporter supporting |
| 1st Author's Name | Qixi He |
| 1st Author's Affiliation | University of Tsukuba(UT) |
| 2nd Author's Name | Hotaka Takizawa |
| 2nd Author's Affiliation | University of Tsukuba(UT) |
| 3rd Author's Name | Akihisa Ohya |
| 3rd Author's Affiliation | University of Tsukuba(UT) |
| 4th Author's Name | Makoto Kobayashi |
| 4th Author's Affiliation | Tsukuba University of Technology(TUT) |
| 5th Author's Name | Mayumi Aoyagi |
| 5th Author's Affiliation | Aichi University of Education(AUE) |
| Date | 2021-12-09 |
| Paper # | WIT2021-39 |
| Volume (vol) | vol.121 |
| Number (no) | WIT-287 |
| Page | pp.pp.40-41(WIT), |
| #Pages | 2 |
| Date of Issue | 2021-12-01 (WIT) |