| Presentation | 2006-03-17 Construction of Fingerprint Recognition System on fast fourier transform preprocessing by Layered Neural Network Akihiro TANAKA, Koichi NISHIMURA, Satoru KISHIDA, Toru WATANABE, Hiroshi HASEGAWA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We constructed an individual identification system with three-layered neural networks on back-propagation learning algorithm. Fingerprint images of gray scale were binarized and the data preprocessed by Fast Fourier Transform (FFT) were used as input data of three-layered neural networks. We investigated the effects of the shift and the rotation of fingerprints on the performance of the individual identification system in the three-layered neural networks. From the results, we found that the preprocessing method of Fast Fourier Transform was useful for the construction of the individual identification system. Namely, the preprocessing of FFT is not affected by the noise when the fingerprint images are gotten, and is able to extract the feature included in the fingerprint images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Layered Neural Networks / Fingerprint / Fast Fourier Transform |
| Paper # | NC2005-166 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2006/3/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | Construction of Fingerprint Recognition System on fast fourier transform preprocessing by Layered Neural Network |
| Sub Title (in English) | |
| Keyword(1) | Layered Neural Networks |
| Keyword(2) | Fingerprint |
| Keyword(3) | Fast Fourier Transform |
| 1st Author's Name | Akihiro TANAKA |
| 1st Author's Affiliation | Faculty of Engineering, Tottori University() |
| 2nd Author's Name | Koichi NISHIMURA |
| 2nd Author's Affiliation | Faculty of Engineering, Tottori University |
| 3rd Author's Name | Satoru KISHIDA |
| 3rd Author's Affiliation | Faculty of Engineering, Tottori University |
| 4th Author's Name | Toru WATANABE |
| 4th Author's Affiliation | Faculty of Information Engineering, Matsue National College of Technology |
| 5th Author's Name | Hiroshi HASEGAWA |
| 5th Author's Affiliation | SECOM-SANIN Co., Ltd |
| Date | 2006-03-17 |
| Paper # | NC2005-166 |
| Volume (vol) | vol.105 |
| Number (no) | 659 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |