| Presentation | 2023-05-19 A study on personal identification using features of multiple modalities Kaiya Yokokura, WO BO, Kiminori Sato, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Currently, various authentication methods are used in many systems. Among them, PIN code authentication is widely adopted due to its advantages such as convenience, cost-effectiveness, and flexibility. However, authentication based solely on a PIN code as a single factor can easily lead to unauthorized access if a third party obtains the information. Therefore, multi-factor authentication is required. In this paper, we propose a personal authentication system that uses the multimedia data framework for machine learning provided by Google, Media Pipe, to extract three elements: eyes, mouth, and hands in front of a web camera, and uses their features to input a PIN code. It is also believed that high security can be achieved by reading personal biometric information during authentication. The purpose of this paper is to propose the development of an authentication system with improved usability and authentication strength. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Media Pipe / PIN code / Multimodality |
| Paper # | SIP2023-13,BioX2023-13,IE2023-13 |
| Date of Issue | 2023-05-11 (SIP, BioX, IE) |
| Conference Information | |
| Committee | BioX / SIP / IE / ITE-IST / ITE-ME |
|---|---|
| Conference Date | 2023/5/18(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Sansui Hall, Mie University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Hitoshi Imaoka(NEC) / Toshihisa Tanaka(Tokyo Univ. Agri.&Tech.) / Kazuya Kodama(NII) |
| Vice Chair | Norihiko Okui(KDDI Research) / Naoyuki Takada(SECOM) / Koichi Ichige(Yokohama National Univ.) / Takayuki Nakachi(Ryukyu Univ.) / Hiroyuki Bandoh(NTT) / Toshihiko Yamazaki(Univ. of Tokyo) |
| Secretary | Norihiko Okui(NEC) / Naoyuki Takada(Kubota) / Koichi Ichige(Tokyo Univ. Agri.&Tech.) / Takayuki Nakachi(Univ. of Kitakyushu) / Hiroyuki Bandoh(KDDI Research) / Toshihiko Yamazaki(Nagoya Inst. of Tech.) |
| Assistant | Hiroyuki Suzuki(Gunma Univ) / Shinichi Shirakawa(Yokohama National Univ.) / Taichi Yoshida(UEC) / Shoko Imaizumi(Chiba Univ.) / Shunsuke Iwamura(NHK) / Shinobu Kudo(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Biometrics / Technical Committee on Signal Processing / Technical Committee on Image Engineering / Technical Group on Information Sensing Technologies / Technical Group on Media Engineering |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study on personal identification using features of multiple modalities |
| Sub Title (in English) | |
| Keyword(1) | Media Pipe |
| Keyword(2) | PIN code |
| Keyword(3) | Multimodality |
| 1st Author's Name | Kaiya Yokokura |
| 1st Author's Affiliation | Tokyo University of Technology(TUT) |
| 2nd Author's Name | WO BO |
| 2nd Author's Affiliation | Tokyo University of Technology(TUT) |
| 3rd Author's Name | Kiminori Sato |
| 3rd Author's Affiliation | Tokyo University of Technology(TUT) |
| Date | 2023-05-19 |
| Paper # | SIP2023-13,BioX2023-13,IE2023-13 |
| Volume (vol) | vol.123 |
| Number (no) | SIP-27,BioX-28,IE-29 |
| Page | pp.pp.57-62(SIP), pp.57-62(BioX), pp.57-62(IE), |
| #Pages | 6 |
| Date of Issue | 2023-05-11 (SIP, BioX, IE) |