| Paper Abstract and Keywords |
| Presentation |
2023-07-21 15:45
Preliminary study on recognition of upward stairs by use of CNN and multi channelization for visually impaired people
Yuto Narumi, Hotaka Takizawa, Akihisa Ohya (Univ. of Tsukuba), Makoto Kobayashi (Tsukuba Univ. of Technology), Mayumi Aoyagi (Aichi Univ. of Education) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Smartphones are used by many visually impaired people, and the users will increase in the future. In this research, we propose a smartphone-based system to help visually impaired people find upward stairs. We use our multi channelization technique, where various filters are applied to the images of upward stairs to generate their feature images. These images are fed into deep learning to improve the recognition accuracy. Several results are shown. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
visually impaired people / deep learning / multi channelization / recognition of upward stairs / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 47, no. 20, ME2023-66, pp. 17-18, July 2023. |
| Paper # |
ME2023-66 |
| Date of Issue |
2023-07-14 (ME) |
| ISSN |
Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
ME |
| Conference Date |
2023-07-21 - 2023-07-21 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Online |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
ME |
| Conference Code |
2023-07-ME |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Preliminary study on recognition of upward stairs by use of CNN and multi channelization for visually impaired people |
| Sub Title (in English) |
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| Keyword(1) |
visually impaired people |
| Keyword(2) |
deep learning |
| Keyword(3) |
multi channelization |
| Keyword(4) |
recognition of upward stairs |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Yuto Narumi |
| 1st Author's Affiliation |
University of Tsukuba (Univ. of Tsukuba) |
| 2nd Author's Name |
Hotaka Takizawa |
| 2nd Author's Affiliation |
University of Tsukuba (Univ. of Tsukuba) |
| 3rd Author's Name |
Akihisa Ohya |
| 3rd Author's Affiliation |
University of Tsukuba (Univ. of Tsukuba) |
| 4th Author's Name |
Makoto Kobayashi |
| 4th Author's Affiliation |
Tsukuba University of Technology (Tsukuba Univ. of Technology) |
| 5th Author's Name |
Mayumi Aoyagi |
| 5th Author's Affiliation |
Aichi University of Education (Aichi Univ. of Education) |
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| Speaker |
Author-1 |
| Date Time |
2023-07-21 15:45:00 |
| Presentation Time |
30 minutes |
| Registration for |
ME |
| Paper # |
ME2023-66 |
| Volume (vol) |
vol.47 |
| Number (no) |
no.20 |
| Page |
pp.17-18 |
| #Pages |
2 |
| Date of Issue |
2023-07-14 (ME) |