| Presentation | 2017-03-21 Improving Recognition Accuracy in Biometrics Using ECG Waveform Ryosuke Saito, Hiroyuki Yoshimura, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | ECG is individual biological information, small amount of information and difficult to imitate, so that it is expected to apply to the individual recognition system. However, there is a problem of the recognition accuracy in the biometrics using the ECG because of the dynamic characteristics. In this paper, we detected the feature points of ECG waveform, and determined the best making method for template by comparing the recognition accuracies. Moreover, we realized higher recognition accuracy with the KNN classifier where the similarities of the divided templates are used as the feature amount. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | ECG waveform / Biometrics / KNN Classifier |
| Paper # | BioX2016-71,PRMU2016-234 |
| Date of Issue | 2017-03-13 (BioX, PRMU) |
| Conference Information | |
| Committee | PRMU / BioX |
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| Conference Date | 2017/3/20(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Eisaku Maeda(NTT) / Masakatsu Nishigaki(Shizuoka Univ.) |
| Vice Chair | Seiichi Uchida(Kyushu Univ.) / Hironobu Fujiyoshi(Chubu Univ.) / Akira Otsuka(AIST) / Hiroshi Takano(Toyama Pref. Univ.) |
| Secretary | Seiichi Uchida(Kyoto Univ.) / Hironobu Fujiyoshi(NTT) / Akira Otsuka(NEC) / Hiroshi Takano(AIST) |
| Assistant | Masaki Oonishi(AIST) / Takuya Funatomi(NAIST) / Masatsugu Ichino(Univ. of Electro-Comm.) / Naoyuki Takada(Secom) / Takahiro Aoki(Fujitsu Labs.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Technical Committee on Biometrics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Improving Recognition Accuracy in Biometrics Using ECG Waveform |
| Sub Title (in English) | |
| Keyword(1) | ECG waveform |
| Keyword(2) | Biometrics |
| Keyword(3) | KNN Classifier |
| 1st Author's Name | Ryosuke Saito |
| 1st Author's Affiliation | Chiba University(Chiba Univ.) |
| 2nd Author's Name | Hiroyuki Yoshimura |
| 2nd Author's Affiliation | Chiba University(Chiba Univ.) |
| Date | 2017-03-21 |
| Paper # | BioX2016-71,PRMU2016-234 |
| Volume (vol) | vol.116 |
| Number (no) | BioX-527,PRMU-528 |
| Page | pp.pp.227-232(BioX), pp.227-232(PRMU), |
| #Pages | 6 |
| Date of Issue | 2017-03-13 (BioX, PRMU) |