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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/7011b1b4bde8-e4cb-4372-88dc-f7ffa9d5225d
| 名前 / ファイル | ライセンス | アクション |
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ICAVSS2010_561.pdf (285.2 kB)
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| Item type | 会議発表論文 / Conference Paper(1) | |||||||||||||
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| 公開日 | 2018-06-22 | |||||||||||||
| タイトル | ||||||||||||||
| 言語 | en | |||||||||||||
| タイトル | SVM-Based Biometric Authentication Using Intra-Body Propagation Signals | |||||||||||||
| 言語 | ||||||||||||||
| 言語 | eng | |||||||||||||
| 資源タイプ | ||||||||||||||
| 資源タイプ | conference paper | |||||||||||||
| 著者 |
Nakanishi, Isao
× Nakanishi, Isao
× Sodani, Yuta
× Sodani, Yuta
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| 著者所属 | ||||||||||||||
| Graduate School of Engineering, Tottori University | ||||||||||||||
| 著者所属 | ||||||||||||||
| 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 |
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| 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/ | |||||||||||||
| 著者版フラグ | ||||||||||||||
| 出版タイプ | AM | |||||||||||||
