NDLI: Fingerprint verification using haar wavelet

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2010 2nd International Conference on Computer Engineering and Technology

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Volume 2 - 2010

Volume 1 - 2010

2009 International Conference on Computer Engineering and Technology

Fingerprint verification using haar wavelet

Content Provider	IEEE Xplore Digital Library
Author	Sanjekar, P.S. Dhabe, P.S.
Copyright Year	2010
Description	Author affiliation: Department of Computer Engineering, Vishwakarma Institute of Technology, Pune, India (Dhabe, P.S.) \|\| ME-II, Department of Computer Engineering, Vishwakarma Institute of Technology, Pune, India (Sanjekar, P.S.)
Abstract	This paper deals with a new image based approach for fingerprint verification using Haar Wavelet Transform. Haar wavelet is used for decomposition of the fingerprint image. Haar wavelet transformation is carried out directly on the gray-scaled fingerprint image without any preprocessing steps. Decomposition of the fingerprint image is carried out up to three levels. Then wavelet statistical features are extracted from decomposed fingerprint image. This wavelet based approach verifies the unknown fingerprint image with stored enrolled fingerprint images by using distance vector formula with better verification rate. Database used is of Biolab, University of Bologna. For training, fingerprint images of sixty subjects are taken from database and training time is 29 sec. Fingerprint verification is done with a total of 2160 fingerprint images obtained by rotating each of the fingerprint of sixty subjects from 0° to 360° in steps of 10° each. It requires 1 msec for verification of one fingerprint image. Experimental results shows better overall success percentage rate 82.08 for fingerprint verification based on haar wavelet transform with False Acceptance Rate 0.5.
File Size	1265694
File Format	PDF
ISBN	9781424463473
e-ISBN	9781424463497
DOI	10.1109/ICCET.2010.5485896
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-04-16
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Wavelet transforms Biometrics Low pass filters Haar wavelet Fingerprint recognition Discrete wavelet transforms Multiresolution analysis Continuous wavelet transforms Fingers Frequency Feature extraction Filter bank Subband coding
Content Type	Text
Resource Type	Article

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