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SVM-Based Biometric Authentication Using Intra-Body Propagation Signals

https://repository.lib.tottori-u.ac.jp/records/7011
https://repository.lib.tottori-u.ac.jp/records/7011
b1b4bde8-e4cb-4372-88dc-f7ffa9d5225d
名前 / ファイル ライセンス アクション
ICAVSS2010_561.pdf ICAVSS2010_561.pdf (285.2 kB)
Item type 会議発表論文 / Conference Paper(1)
公開日 2018-06-22
タイトル
タイトル SVM-Based Biometric Authentication Using Intra-Body Propagation Signals
言語 en
言語
言語 eng
資源タイプ
資源タイプ conference paper
著者 Nakanishi, Isao

× Nakanishi, Isao

WEKO 2512
e-Rad 80243377
研究者総覧鳥取大学 100000543

Nakanishi, Isao

en Nakanishi, Isao

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Sodani, Yuta

× Sodani, Yuta

WEKO 26029

Sodani, Yuta

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Sodani, Yuta

× Sodani, Yuta

WEKO 26030

en Sodani, Yuta

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著者所属
値 Graduate School of Engineering, Tottori University
著者所属
値 Graduate School of Engineering, Tottori University
抄録
内容記述タイプ Other
内容記述 To use intra-body propagation signals for biometric authentication have been proposed. The intra-body propagation signals are hid in human bodies; therefore, they have tolerability to circumvention using artifacts. Additionally, utilizing the signals in the body enables liveness detection with no additional scheme. The problem is, however, verification performance using the intra-body propagation signal is not so high. In this paper, in order to improve the performance we propose to use user-specific frequency bands for all users in verification. The verification performance is improved to 70 %. Furthermore, we introduce the support vector machine (SVM) into the verification process. It is confirmed that verification rate of about 86 % is achieved.
書誌情報 Proceedings of IEEE International Conference on Advanced Video and Signal Based Surveillance 2010
en : Proceedings of IEEE International Conference on Advanced Video and Signal Based Surveillance 2010

p. 561-566, 発行日 2010
出版者
出版者 IEEE
DOI
関連タイプ isVersionOf
識別子タイプ DOI
関連識別子 10.1109/AVSS.2010.12
権利
権利情報 © 2010 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new coll
情報源
関連名称 Proceedings of IEEE International Conference on Advanced Video and Signal Based Surveillance 2010. 2010, 561-566
関連サイト
識別子タイプ URI
関連識別子 https://ieeexplore.ieee.org/document/5597077/
関連名称 https://ieeexplore.ieee.org/document/5597077/
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出版タイプ AM
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