Presentation | 2022-07-20 Person Verification Using EEG Evoked by Ultrasound Kotaro Mukai, Isao Nakanishi, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(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. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Biometrics / Ultrasound / Evoked brain wave / Mutual feature between electrodes / Reduction of SVM models |
Paper # | ISEC2022-19,SITE2022-23,BioX2022-44,HWS2022-19,ICSS2022-27,EMM2022-27 |
Date of Issue | 2022-07-12 (ISEC, SITE, BioX, HWS, ICSS, EMM) |
Conference Information | |
Committee | EMM / BioX / ISEC / SITE / ICSS / HWS / IPSJ-CSEC / IPSJ-SPT |
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Conference Date | 2022/7/19(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | Online |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | Ryoichi Nishimura(NICT) / Hitoshi Imaoka(NEC) / Noboru Kunihiro(Tsukuba Univ.) / Takushi Otani(Kibi International Univ.) / Katsunari Yoshioka(Yokohama National Univ.) / Makoto Nagata(Kobe Univ.) |
Vice Chair | Kotaro Sonoda(Nagasaki Univ.) / Masatsugu Ichino(Univ. of Electro-Comm.) / Norihiko Okui(KDDI Research) / Naoyuki Takada(SECOM) / Junji Shikata(Yokohama National Univ.) / Goichiro Hanaoka(AIST) / Soichiro Morishita(Cyber Agent) / Takeo Tatsumi(Open Univ. of Japan) / Takahiro Kasama(NICT) / Yuichi Hayashi(NAIST) / Daisuke Suzuki(Mitsubishi Electric) |
Secretary | Kotaro Sonoda(Kaishi Professional Univ.) / Masatsugu Ichino(Chiba Univ.) / Norihiko Okui(NEC) / Naoyuki Takada(MitsubishiElectric) / Junji Shikata(AIST) / Goichiro Hanaoka(Ibaraki Univ.) / Soichiro Morishita(NRI-Secure) / Takeo Tatsumi(Hokuriku Univ.) / Takahiro Kasama(KDDI labs.) / Yuichi Hayashi(Okayama Univ.) / Daisuke Suzuki(SSS) / (NAIST) |
Assistant | Tomoko Kajiyama(Hiroshima City Univ.) / Shieyuki Sakazawa(Osaka Inst. of Tech.) / Hiroyuki Suzuki(Gunma Univ) / Shinichi Shirakawa(Yokohama National Univ.) / Yoshikazu Hanatani(Toshiba) / Yusuke Tachibana(Fukuoka Inst. of Tech.) / Keisuke Kito(Mitsubishi Electric) / Takeshi Sugawara(Univ. of Electro-Comm.) / Yo Kanemoto(NTT) |
Paper Information | |
Registration To | Technical Committee on Enriched MultiMedia / Technical Committee on Biometrics / Technical Committee on Information Security / Technical Committee on Social Implications of Technology and Information Ethics / Technical Committee on Information and Communication System Security / Technical Committee on Hardware Security / Special Interest Group on Computer Security / Special Interest Group on Security Psychology and Trust |
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Language | JPN |
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 |
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.) |
Date | 2022-07-20 |
Paper # | ISEC2022-19,SITE2022-23,BioX2022-44,HWS2022-19,ICSS2022-27,EMM2022-27 |
Volume (vol) | vol.122 |
Number (no) | ISEC-122,SITE-123,BioX-124,HWS-125,ICSS-126,EMM-127 |
Page | pp.pp.64-69(ISEC), pp.64-69(SITE), pp.64-69(BioX), pp.64-69(HWS), pp.64-69(ICSS), pp.64-69(EMM), |
#Pages | 6 |
Date of Issue | 2022-07-12 (ISEC, SITE, BioX, HWS, ICSS, EMM) |