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| Paper Abstract and Keywords | ||
| Presentation | 2019-10-03 14:20 Fundamental Study of Fingerprint Recognition Using Deep Learning Ai Takahashi, Yoshinori Koda, Koichi Ito, Takafumi Aoki (Tohoku Univ.)  BioX2019-56 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Fingerprint recognition is to identigy a person by comparing relative position, angle and quality of minutiae extracted from fingerprint images. The combination of minutiae and other discriminative features is considered to improve the performance of fingerprint recognition, since the low accuracy of minutia extraction results in the low accruacy of fingerprint recognition. This paper proposes a fingerprint recognition method using deep learning, which employs frequency spectrum, texture and minutiae information. We demonstrate that the proposed method exhibits the efficient performance on fingerprint recongition for low-quality fingerprint images. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | biometrics / fingerprint recognition / deep learning / convolutional neural network / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 119, no. 214, BioX2019-56, pp. 11-16, Oct. 2019. | |
| Paper # | BioX2019-56 | |
| Date of Issue | 2019-09-26 (BioX) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | BioX2019-56 |
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| Conference Information | |
| Committee | BioX |
| Conference Date | 2019-10-03 - 2019-10-04 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | BioX |
| Conference Code | 2019-10-BioX |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Fundamental Study of Fingerprint Recognition Using Deep Learning |
| Sub Title (in English) | |
| Keyword(1) | biometrics |
| Keyword(2) | fingerprint recognition |
| Keyword(3) | deep learning |
| Keyword(4) | convolutional neural network |
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| 1st Author's Name | Ai Takahashi |
| 1st Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 2nd Author's Name | Yoshinori Koda |
| 2nd Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 3rd Author's Name | Koichi Ito |
| 3rd Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 4th Author's Name | Takafumi Aoki |
| 4th Author's Affiliation | Tohoku University (Tohoku Univ.) |
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| Speaker | Author-1 |
| Date Time | 2019-10-03 14:20:00 |
| Presentation Time | 25 minutes |
| Registration for | BioX |
| Paper # | BioX2019-56 |
| Volume (vol) | vol.119 |
| Number (no) | no.214 |
| Page | pp.11-16 |
| #Pages | 6 |
| Date of Issue | 2019-09-26 (BioX) |
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