| Presentation | 2012-03-09 Person Authentication Using Intra-Body Propagation Signals : Performance Improvement by Introduction of 1vs1 SVM Isao NAKANISHI, Yuuta SODANI, Takashi INADA, Sigang LI, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We have proposed to use intra-body propagation signals for person authentication. In the conventional authentication system, each user is distinguished from the others by using Support Vector Machine (SVM). However, there is a problem that the correct acceptance rate of genuine users is very low. In this paper, we introduce 1vs1SVM into the system. Each 1vs1SVM distinguishes a genuine user from the other. Verification is achieved based on a majority rule using the 1vs1SVMs related to the genuine user. Performance is evaluated in experiments and then it is confirmed that the correct acceptance rate is improved. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Biometrics / Person authentication / Intra-body propagation signals / 1vs1SVM |
| Paper # | CAS2011-159,SIP2011-179,CS2011-151 |
| Date of Issue |
| Conference Information | |
| Committee | CAS |
|---|---|
| Conference Date | 2012/3/1(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Circuits and Systems (CAS) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Person Authentication Using Intra-Body Propagation Signals : Performance Improvement by Introduction of 1vs1 SVM |
| Sub Title (in English) | |
| Keyword(1) | Biometrics |
| Keyword(2) | Person authentication |
| Keyword(3) | Intra-body propagation signals |
| Keyword(4) | 1vs1SVM |
| 1st Author's Name | Isao NAKANISHI |
| 1st Author's Affiliation | Graduate School of Engineering, Tottori University() |
| 2nd Author's Name | Yuuta SODANI |
| 2nd Author's Affiliation | Graduate School of Engineering, Tottori University |
| 3rd Author's Name | Takashi INADA |
| 3rd Author's Affiliation | Faculty of Engineering, Tottori University |
| 4th Author's Name | Sigang LI |
| 4th Author's Affiliation | Graduate School of Engineering, Tottori University |
| Date | 2012-03-09 |
| Paper # | CAS2011-159,SIP2011-179,CS2011-151 |
| Volume (vol) | vol.111 |
| Number (no) | 465 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |