| Paper Abstract and Keywords |
| Presentation |
2025-10-22 13:30
Improvement of image recognition accuracy of contact lens camera based on distributed single-pixel imaging using deep learning
Hanano Tanaka, Yasuhiro Takaki (TUAT) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We have previously proposed a low-energy consumption contact lens camera based on the distributed single-pixel imaging, which will be combined with a contact lens display to enable gesture input and eye tracking. In this study, the distributed single-pixel imaging camera is connected to neural networks to perform gesture recognition. We used DNN and CNN as neural networks. We achieved a recognition accuracy of more than 90% when CNN was used. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Single-pixel imaging / Camera / Contact lens display / Neural network / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 49, no. 29, 3DMT2025-37, pp. 17-20, Oct. 2025. |
| Paper # |
3DMT2025-37 |
| Date of Issue |
2025-10-15 (3DMT) |
| ISSN |
Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
3DMT |
| Conference Date |
2025-10-22 - 2025-10-23 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
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| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
3DMT |
| Conference Code |
2025-10-3DMT |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Improvement of image recognition accuracy of contact lens camera based on distributed single-pixel imaging using deep learning |
| Sub Title (in English) |
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| Keyword(1) |
Single-pixel imaging |
| Keyword(2) |
Camera |
| Keyword(3) |
Contact lens display |
| Keyword(4) |
Neural network |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Hanano Tanaka |
| 1st Author's Affiliation |
Tokyo University of Agriculture and Technology (TUAT) |
| 2nd Author's Name |
Yasuhiro Takaki |
| 2nd Author's Affiliation |
Tokyo University of Agriculture and Technology (TUAT) |
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| Speaker |
Author-1 |
| Date Time |
2025-10-22 13:30:00 |
| Presentation Time |
20 minutes |
| Registration for |
3DMT |
| Paper # |
3DMT2025-37 |
| Volume (vol) |
vol.49 |
| Number (no) |
no.29 |
| Page |
pp.17-20 |
| #Pages |
4 |
| Date of Issue |
2025-10-15 (3DMT) |