| Presentation | 2023-12-07 [Invited Talk] Biometric Authentication Research Based on Behavioral Characteristics Yuji Watanabe, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this talk, we first give an overview of biometric authentication based on biological characteristics such as fingerprint and face, or behavioral characteristics such as signature and voice. Next, we explain the biometric authentication research based on behavioral characteristics of smartphone that we have been conducting for over 10 years. Specifically, we describe the studies that extract characteristics in touch operations or walking from the touch sensor or the acceleration sensor built into smartphone, and identify and/or authenticate individuals using machine learning including deep learning. Furthermore, as a development of these studies, we introduce research such as elderly identification and motion estimation using not only smartphone but also various sensors. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Biometric Authentication / Behavioral Characteristics / Smartphone / Machine Learning |
| Paper # | SIS2023-32 |
| Date of Issue | 2023-11-30 (SIS) |
| Conference Information | |
| Committee | SIS |
|---|---|
| Conference Date | 2023/12/7(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Sakurayama Campus, Nagoya City University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Smart Personal Sysytems, etc. |
| Chair | Tomoaki Kimura(Kanagawa Inst. of Tech.) |
| Vice Chair | Naoto Sasaoka(Tottori Univ.) / Hakaru Tamukoh(Kyushu Inst. of Tech.) |
| Secretary | Naoto Sasaoka(Kanagawa Inst. of Tech.) / Hakaru Tamukoh(Kansai Univ.) |
| Assistant | Yuichiro Tanaka(kyushu Inst. of Tech.) / Yosuke Sugiura(Saitama Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Smart Info-Media Systems |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Talk] Biometric Authentication Research Based on Behavioral Characteristics |
| Sub Title (in English) | |
| Keyword(1) | Biometric Authentication |
| Keyword(2) | Behavioral Characteristics |
| Keyword(3) | Smartphone |
| Keyword(4) | Machine Learning |
| 1st Author's Name | Yuji Watanabe |
| 1st Author's Affiliation | Nagoya City University(NCU) |
| Date | 2023-12-07 |
| Paper # | SIS2023-32 |
| Volume (vol) | vol.123 |
| Number (no) | SIS-296 |
| Page | pp.pp.47-48(SIS), |
| #Pages | 2 |
| Date of Issue | 2023-11-30 (SIS) |