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Fusion of Amplitude and Phase Spectra in Person Authentication Using Intra-palm Propagation Signal
https://repository.lib.tottori-u.ac.jp/records/2001624
https://repository.lib.tottori-u.ac.jp/records/20016246976442f-7838-451a-b83f-d3d61b6d012b
| 名前 / ファイル | ライセンス | アクション |
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SISA2024_47.pdf (435.0 KB)
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| Item type | 会議発表論文 / Conference Paper(1) | |||||||||||||||
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| 公開日 | 2025-01-06 | |||||||||||||||
| タイトル | ||||||||||||||||
| タイトル | Fusion of Amplitude and Phase Spectra in Person Authentication Using Intra-palm Propagation Signal | |||||||||||||||
| 言語 | en | |||||||||||||||
| 言語 | ||||||||||||||||
| 言語 | eng | |||||||||||||||
| 資源タイプ | ||||||||||||||||
| 資源タイプ | conference paper | |||||||||||||||
| アクセス権 | ||||||||||||||||
| アクセス権 | open access | |||||||||||||||
| 著者 |
Watanabe,Kenshi
× Watanabe,Kenshi
× 中西,功
WEKO
02512
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| 抄録 | ||||||||||||||||
| 内容記述タイプ | Other | |||||||||||||||
| 内容記述 | In this study, person authentication is performed using intra-palm propagation signals. This system detects leakage electric fields that occur when an electric current is passed through electrodes placed on the palm, and verifies individuals by these signals. In previous studies, the amplitude and phase spectra were extracted as individual features, and each was verified by machine learning. In this paper, we propose to fuse the amplitude and phase spectral features of an intrapalm propagation signal for verification using machine learning with dimensionality reduction based on variance ratio. Crossvalidation is also introduced to improve the reliability of the verification performance. | |||||||||||||||
| 言語 | en | |||||||||||||||
| bibliographic_information |
en : Proceedings of 2024 International Workshop on Smart Info-Media Systems in Asia p. 47-50, ページ数 4, 発行日 2024-12-06 |
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| 出版者 | ||||||||||||||||
| 出版者 | Institute of Electronics, Information and Communications Engineers | |||||||||||||||
| 言語 | en | |||||||||||||||
| 権利 | ||||||||||||||||
| 言語 | en | |||||||||||||||
| 権利情報 | (C) 2024 IEICE. | |||||||||||||||
| 出版タイプ | ||||||||||||||||
| 出版タイプ | VoR | |||||||||||||||
