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| Presentation | 2022-07-20 10:40 Person Verification Using EEG Evoked by Ultrasound -- Introduction of mutual features between electrodes -- Kotaro Mukai, Isao Nakanishi (Tottori Univ.)  ISEC2022-19 SITE2022-23 BioX2022-44 HWS2022-19 ICSS2022-27 EMM2022-27 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In user management, to realize continuous authentication of users, we have studied to use an electroencephalogram (EEG) evoked by an ultrasound as biometrics. In the previous studies, using a spectrum and four nonlinear quantities in EEG as individual features and a support vector machine (SVM) as a verification method achieved EER = 0 %, but it required many SVM models, in which a large amount of computation was consumed for learning. In this paper, we introduce a mutual feature between electrodes and confirm that it is effective for achieving EER = 0 % with less number of SVM models. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Biometrics / Ultrasound / Evoked brain wave / Mutual feature between electrodes / Reduction of SVM models / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 124, BioX2022-44, pp. 64-69, July 2022. | |
| Paper # | BioX2022-44 | |
| Date of Issue | 2022-07-12 (ISEC, SITE, BioX, HWS, ICSS, EMM) | |
| 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 | ISEC2022-19 SITE2022-23 BioX2022-44 HWS2022-19 ICSS2022-27 EMM2022-27 |
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| Conference Information | |
| Committee | EMM BioX ISEC SITE ICSS HWS IPSJ-CSEC IPSJ-SPT |
| Conference Date | 2022-07-19 - 2022-07-20 |
| 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 | 2022-07-EMM-BioX-ISEC-SITE-ICSS-HWS-CSEC-SPT |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Person Verification Using EEG Evoked by Ultrasound |
| Sub Title (in English) | Introduction of mutual features between electrodes |
| Keyword(1) | Biometrics |
| Keyword(2) | Ultrasound |
| Keyword(3) | Evoked brain wave |
| Keyword(4) | Mutual feature between electrodes |
| Keyword(5) | Reduction of SVM models |
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| Keyword(7) | |
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| 1st Author's Name | Kotaro Mukai |
| 1st Author's Affiliation | Tottori Univeristy (Tottori Univ.) |
| 2nd Author's Name | Isao Nakanishi |
| 2nd Author's Affiliation | Tottori Univeristy (Tottori Univ.) |
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| Speaker | Author-2 |
| Date Time | 2022-07-20 10:40:00 |
| Presentation Time | 25 minutes |
| Registration for | BioX |
| Paper # | ISEC2022-19, SITE2022-23, BioX2022-44, HWS2022-19, ICSS2022-27, EMM2022-27 |
| Volume (vol) | vol.122 |
| Number (no) | no.122(ISEC), no.123(SITE), no.124(BioX), no.125(HWS), no.126(ICSS), no.127(EMM) |
| Page | pp.64-69 |
| #Pages | 6 |
| Date of Issue | 2022-07-12 (ISEC, SITE, BioX, HWS, ICSS, EMM) |
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