DocumentCode
2560743
Title
A fingerprint recognition system using cellular neural networks
Author
Te-Jen Su ; Yan-Yi Du ; Cheng, Ying-Jen ; Su, Yi-Hui
Author_Institution
Center for Electron. Commun. Technol., National Kaohsiung Univ. of Appl. Sci., Taiwan
fYear
2005
fDate
28-30 May 2005
Firstpage
170
Lastpage
173
Abstract
In this paper we introduce a fingerprint recognition system based on cellular neural networks (CNN) algorithms. This system is divided into three parts. First, the fingerprint image is enhanced then ridgeline is thinned. Finally matching is employed. Fingerprint thinning is proposed by employing a new approach using CNN. Simulation result shows the effectiveness of the proposed method.
Keywords
cellular neural nets; fingerprint identification; image matching; cellular neural networks; fingerprint image; fingerprint matching; fingerprint recognition system; fingerprint thinning; Bifurcation; Cellular neural networks; Communications technology; Feature extraction; Fingerprint recognition; Gabor filters; Image matching; Image processing; Modems; Technology management; Cellular Neural Networks; Fingerprint; Matching; Recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Cellular Neural Networks and Their Applications, 2005 9th International Workshop on
Print_ISBN
0-7803-9185-3
Type
conf
DOI
10.1109/CNNA.2005.1543188
Filename
1543188
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