| Presentation | 2014-10-16 Multivariate Analysis in Intra-Palm Propagation Signal Authentication Itaru OHGUSHI, Takashi INADA, Isao NAKANISHI, Shigang LI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We have studied to use intra-palm propagation signals in person authentication. In this paper, we introduce multivariate analysis into the authentication using intra-palm propagation signals to improve the veriacation performance. Concretely, principal component analysis and discriminant analysis are evaluated. As a result, the use of the principal component analysis reduces the number of dimensions in an individual feature, and the improvement of verification performance is achieved by introducing discriminant analysis. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | biometrics / intra-palm propagation signal / multivariate analysis / principal component analysis / discriminant analysis |
| Paper # | BioX2014-30 |
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| Conference Information | |
| Committee | BioX |
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| Conference Date | 2014/10/9(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Biometrics (BioX) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Multivariate Analysis in Intra-Palm Propagation Signal Authentication |
| Sub Title (in English) | |
| Keyword(1) | biometrics |
| Keyword(2) | intra-palm propagation signal |
| Keyword(3) | multivariate analysis |
| Keyword(4) | principal component analysis |
| Keyword(5) | discriminant analysis |
| 1st Author's Name | Itaru OHGUSHI |
| 1st Author's Affiliation | Graduate School of Engineering, Tottori University() |
| 2nd Author's Name | Takashi INADA |
| 2nd Author's Affiliation | Graduate School of Engineering, Tottori University |
| 3rd Author's Name | Isao NAKANISHI |
| 3rd Author's Affiliation | Graduate School of Engineering, Tottori University |
| 4th Author's Name | Shigang LI |
| 4th Author's Affiliation | Graduate School of Engineering, Tottori University |
| Date | 2014-10-16 |
| Paper # | BioX2014-30 |
| Volume (vol) | vol.114 |
| Number (no) | 251 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |