| Presentation | 2012-05-21 Gesture Extraction Algorithm for Individual Identification Kentaro Yamamoto, Eiji Kamioka, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, a simple and secure authentication method, which correctly extracts a user's gesture from acceleration sensor data and performs a pattern matching with it, will be proposed. Such a gesture-based identification technique is considered as a biometric authentication with behavioral characteristics. One of the significant drawbacks of using the behavioral characteristics is the low authentication accuracy. Therefore, if the accuracy is improved, the approach could be utilized for a flexible authentication system since the passcode can be changed with a different gesture. The proposed method introduces a moving average technique and focuses on jerks, which are differential values of accelaration, in order to determine the thresholds for correctly extracting a gesture. This approach will enable high accuracy biometric systems with behavioral characteristcs. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Moving Average / Jerk / Biometrics / Behavioral Characteristics / Pattern Matching |
| Paper # | MoMuC2012-4 |
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| Conference Information | |
| Committee | MoMuC |
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| Conference Date | 2012/5/14(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Mobile Multimedia Communications(MoMuC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Gesture Extraction Algorithm for Individual Identification |
| Sub Title (in English) | |
| Keyword(1) | Moving Average |
| Keyword(2) | Jerk |
| Keyword(3) | Biometrics |
| Keyword(4) | Behavioral Characteristics |
| Keyword(5) | Pattern Matching |
| 1st Author's Name | Kentaro Yamamoto |
| 1st Author's Affiliation | Graduate School of Engineering and Science, Shibaura Institute of Technology /() |
| 2nd Author's Name | Eiji Kamioka |
| 2nd Author's Affiliation | |
| Date | 2012-05-21 |
| Paper # | MoMuC2012-4 |
| Volume (vol) | vol.112 |
| Number (no) | 44 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |