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| Presentation | 2022-03-03 13:00 FMR estimation of facial recognition systems using extreme value theory Hikotaro Suzuki, Mitsutoshi Himaga (JAISA)  BioX2021-46 CNR2021-27 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The accuracy of biometric systems has been improved dramatically in the past decade. As the number of samples required for the FMR calculations increases, the cost of data collection has become a major issue. In order to reduce the cost, two statistical models based on extreme value theory are proposed in this paper. The proposed models are compared and evaluated on facial recognition algorithms and the corresponding false match rates are estimated. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Biometric Authentication / Facial Recognition System / Extreme Value Theory / Accuracy Estimation / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 121, no. 396, BioX2021-46, pp. 1-6, March 2022. | |
| Paper # | BioX2021-46 | |
| Date of Issue | 2022-02-24 (BioX, CNR) | |
| ISSN | 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 | BioX2021-46 CNR2021-27 |
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| Conference Information | |
| Committee | CNR BioX |
| Conference Date | 2022-03-03 - 2022-03-04 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | BioX |
| Conference Code | 2022-03-CNR-BioX |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | FMR estimation of facial recognition systems using extreme value theory |
| Sub Title (in English) | |
| Keyword(1) | Biometric Authentication |
| Keyword(2) | Facial Recognition System |
| Keyword(3) | Extreme Value Theory |
| Keyword(4) | Accuracy Estimation |
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| 1st Author's Name | Hikotaro Suzuki |
| 1st Author's Affiliation | Japan Automatic Identification Systems Association (JAISA) |
| 2nd Author's Name | Mitsutoshi Himaga |
| 2nd Author's Affiliation | Japan Automatic Identification Systems Association (JAISA) |
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| Speaker | Author-1 |
| Date Time | 2022-03-03 13:00:00 |
| Presentation Time | 30 minutes |
| Registration for | BioX |
| Paper # | BioX2021-46, CNR2021-27 |
| Volume (vol) | vol.121 |
| Number (no) | no.396(BioX), no.397(CNR) |
| Page | pp.1-6 |
| #Pages | 6 |
| Date of Issue | 2022-02-24 (BioX, CNR) |
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