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Paper Abstract and Keywords
Presentation 2006-03-17 11:00
Construction of Fingerprint Recognition System on fast fourier transform preprocessing by Layered Neural Network
Akihiro Tanaka, Koichi Nishimura, Satoru Kishida (Tottori Univ.), Toru Watanabe (Matsue NCT), Hiroshi Hasegawa (SECOM SANIN)
Abstract (in Japanese) (See Japanese page) 
(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) 
(in English) Layered Neural Networks / Fingerprint / Fast Fourier Transform / / / / /  
Reference Info. IEICE Tech. Rep., vol. 105, no. 659, NC2005-166, pp. 91-96, March 2006.
Paper # NC2005-166 
Date of Issue 2006-03-10 (NC) 
ISSN Print edition: ISSN 0913-5685
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Conference Information
Committee NC  
Conference Date 2006-03-15 - 2006-03-17 
Place (in Japanese) (See Japanese page) 
Place (in English) Tamagawa University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To NC 
Conference Code 2006-03-NC 
Language Japanese 
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  
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1st Author's Name Akihiro Tanaka  
1st Author's Affiliation Tottori University (Tottori Univ.)
2nd Author's Name Koichi Nishimura  
2nd Author's Affiliation Tottori University (Tottori Univ.)
3rd Author's Name Satoru Kishida  
3rd Author's Affiliation Tottori University (Tottori Univ.)
4th Author's Name Toru Watanabe  
4th Author's Affiliation Matsue National College of Technology (Matsue NCT)
5th Author's Name Hiroshi Hasegawa  
5th Author's Affiliation SECOM SANIN (SECOM SANIN)
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Speaker Author-1 
Date Time 2006-03-17 11:00:00 
Presentation Time 25 minutes 
Registration for NC 
Paper # NC2005-166 
Volume (vol) vol.105 
Number (no) no.659 
Page pp.91-96 
#Pages
Date of Issue 2006-03-10 (NC) 


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