| Paper Abstract and Keywords |
| Presentation |
2013-08-27 15:15
Person Authentication using EEG
-- Verification based on 1vs1SVM with Divided EEG spectra --
Takuya Yoshikawa, Isao Nakanishi, Shigang Li (Tottori Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We have proposed to the use the electroencephalogram (EEG) for person authentication. The EEG is spontaneously generated from the brain, and can be detected by attaching the electrodes on the scalp. Therefore, it becomes highly confidential information. We have assumed the driver authentication and have evaluated the verification performance of EEGs which are measured from subjects who are driving. In conventional studies, verification performance was evaluated ed by the similarity between the template data and verification data. In this paper, we divide the frequency bands of the EEG into several regions, perform verification in each frequency region, and evaluate the verification performance using only the distinguishable frequency region by 1vs1SVM. In experiments using 30 subjects, the EER of 31% was obtained. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Biometrics / Electroencephalogram (EEG) / Person Authentication / 1vs1SVM / / / / |
| Reference Info. |
IEICE Tech. Rep. |
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| Conference Information |
| Committee |
BioX |
| Conference Date |
2013-08-27 - 2013-08-28 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
The Institute of Scientific and Industrial Research, Osaka Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Biometrics, etc. |
| Paper Information |
| Registration To |
BioX |
| Conference Code |
2013-08-BioX |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Person Authentication using EEG |
| Sub Title (in English) |
Verification based on 1vs1SVM with Divided EEG spectra |
| Keyword(1) |
Biometrics |
| Keyword(2) |
Electroencephalogram (EEG) |
| Keyword(3) |
Person Authentication |
| Keyword(4) |
1vs1SVM |
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| 1st Author's Name |
Takuya Yoshikawa |
| 1st Author's Affiliation |
Tottori University (Tottori Univ.) |
| 2nd Author's Name |
Isao Nakanishi |
| 2nd Author's Affiliation |
Tottori University (Tottori Univ.) |
| 3rd Author's Name |
Shigang Li |
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Tottori University (Tottori Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2013-08-27 15:15:00 |
| Presentation Time |
30 minutes |
| Registration for |
BioX |
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