| Presentation | 2010-03-10 Personal Authentication System Using of Minutia Method and Layered Neural Network for Fingerprints Images Akihiro Tanaka, Syunsuke Ohnishi, Kentaro Kinoshita, Satoru Kishida, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We constructed the personal authentication system with learning algorithm of back-propagation using a layered neural network, where the feature points were extracted and the positions of the points were inputted into the units in an input layer, and investigated the performance of the neural network changing the positions of the features extracted from fingerprint images on the system. From the results, we found that the value of the unit in the output layer decreased with increasing the number of the feature points in positions. Therefore the system is useful for high performance of the authentication system. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Hierarchical Neural Network / Fingerprint / Authentication / Minutia |
| Paper # | NC2009-128 |
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| Committee | NC |
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| Conference Date | 2010/3/2(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 | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Personal Authentication System Using of Minutia Method and Layered Neural Network for Fingerprints Images |
| Sub Title (in English) | |
| Keyword(1) | Hierarchical Neural Network |
| Keyword(2) | Fingerprint |
| Keyword(3) | Authentication |
| Keyword(4) | Minutia |
| 1st Author's Name | Akihiro Tanaka |
| 1st Author's Affiliation | Faculty of Engineering, Tottori University:Tottori University Electronic Display Research Center(TEDREC)() |
| 2nd Author's Name | Syunsuke Ohnishi |
| 2nd Author's Affiliation | Faculty of Engineering, Tottori University:Tottori University Electronic Display Research Center(TEDREC) |
| 3rd Author's Name | Kentaro Kinoshita |
| 3rd Author's Affiliation | Faculty of Engineering, Tottori University:Tottori University Electronic Display Research Center(TEDREC) |
| 4th Author's Name | Satoru Kishida |
| 4th Author's Affiliation | Faculty of Engineering, Tottori University:Tottori University Electronic Display Research Center(TEDREC) |
| Date | 2010-03-10 |
| Paper # | NC2009-128 |
| Volume (vol) | vol.109 |
| Number (no) | 461 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |