NDLI: Fingerprint verification system: A non-minutiae based approach

Content Provider	IEEE Xplore Digital Library
Author	Helfroush, M.S. Mohammadpour, M.
Copyright Year	2009
Description	Author affiliation: Department of Electrical Engineering, Islamic Azad University- Fasa Branch, Iran (Mohammadpour, M.) \|\| Department of Electrical Engineering, Shiraz University of Technology, Iran (Helfroush, M.S.)
Abstract	In this paper, a new method for fingerprint verification, based on the features extracted from both spectrum and direction domains of fingerprints, is introduced. In this method, the spectrum of fingerprint is divided to sectors with equal number of pixels and for each sector, the respected average and standard deviation is calculated. The resulting feature vector for any fingerprint is used to calculate the distance measure of two fingerprints. Also a value is assigned to the similarity of the Block Directional Field (BDF) of two fingerprints. The fusion of the above mentioned distance and similarity of BDF's is used to verify an input fingerprint image. This method does not need any preprocessing step and due to simplicity, the speed of verification is high. Also, in spite of other image-based methods, this method does not need any reference point to be detected. The experiments show better results for verification accuracy in comparison with the most important methods presented in the literature.
Starting Page	1
Ending Page	4
File Size	306531
Page Count	4
File Format	PDF
ISBN	9781424433131
DOI	10.1109/IC4.2009.4909271
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-02-17
Publisher Place	Pakistan
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Biometrics Fourier transforms Fingerprint recognition Frequency conversion Data mining Frequency domain analysis Spectrum Image segmentation Image matching Fingerprint Verification Block Directional Field Feature extraction Image enhancement
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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