| Presentation | 2018-03-18 A Kinect-based Multimodal Person Authentication System with User Existence Confirmation Lin Zhou, Koji Iwano, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Person identification systems used for receiving pension need to have countermeasures against fraud by "spoofing" as annuitants who are already dead. In this paper, we propose and develop a multimodal person authentication system which can simultaneously confirm the users’ real existence. The proposed system uses Microsoft Kinect as an input device and integrates authentication methods by “face image” and “skeleton information”. The confirmation of user existence is realized by using gesture recognition based on the skeleton information. Experimental results show the effectiveness of the proposed authentication system. The accuracy of gesture recognition is approximately 90% and the user existence confirmation works well. The proposed system also yields high authentication performance; false acceptance rate is 0% and false rejection rate is 2.3%. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Person authentication / User existence confirmation / Kinect / Multimodal system |
| Paper # | BioX2017-46,PRMU2017-182 |
| Date of Issue | 2018-03-11 (BioX, PRMU) |
| Conference Information | |
| Committee | PRMU / BioX |
|---|---|
| Conference Date | 2018/3/18(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shinichi Sato(NII) / Kazuhiko Sumi(AGU) |
| Vice Chair | Hironobu Fujiyoshi(Chubu Univ.) / Yoshihisa Ijiri(Omron) / Hiroshi Takano(Toyama Pref. Univ.) / Hitoshi Imaoka(NEC) |
| Secretary | Hironobu Fujiyoshi(AIST) / Yoshihisa Ijiri(NAIST) / Hiroshi Takano(Shizuoka Univ.) / Hitoshi Imaoka(Fujitsu Labs.) |
| Assistant | Masato Ishii(NEC) / Yusuke Sugano(Osaka Univ.) / Masatsugu Ichino(Univ. of Electro-Comm.) / Naoyuki Takada(Secom) / Norihiro Okui(KDDI Research) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Technical Committee on Biometrics |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Kinect-based Multimodal Person Authentication System with User Existence Confirmation |
| Sub Title (in English) | |
| Keyword(1) | Person authentication |
| Keyword(2) | User existence confirmation |
| Keyword(3) | Kinect |
| Keyword(4) | Multimodal system |
| 1st Author's Name | Lin Zhou |
| 1st Author's Affiliation | Tokyo City University(Tokyo City Univ.) |
| 2nd Author's Name | Koji Iwano |
| 2nd Author's Affiliation | Tokyo City University(Tokyo City Univ.) |
| Date | 2018-03-18 |
| Paper # | BioX2017-46,PRMU2017-182 |
| Volume (vol) | vol.117 |
| Number (no) | BioX-513,PRMU-514 |
| Page | pp.pp.61-66(BioX), pp.61-66(PRMU), |
| #Pages | 6 |
| Date of Issue | 2018-03-11 (BioX, PRMU) |