NDLI: Fingerprint Matching Using Phase-Only Correlation and Fourier-Mellin Transforms

Content Provider	IEEE Xplore Digital Library
Author	Jianxin Zhang Zongying Ou Honglei Wei
Copyright Year	2006
Description	Author affiliation: Key Lab. for Precision & Non-traditional Machining Technol., Dalian Univ. of Technol. (Jianxin Zhang; Zongying Ou; Honglei Wei)
Abstract	A novel correlation-based fingerprint matching method is present. Traditional correlation methods have to calculate the correlation over all possible rotations to determine the rotation angle between the template and query fingerprint image when this angle is unknown. In this paper we achieve the alignment by Fourier-Mellin transform (FMT), which can quickly align two images without the time-consuming test, and use the band-limited phase-only correlation (BLPOC) method to match two aligned images. The BLPOC method is more robust to the noise and can provide a sharper peak to distinguish between the genuine and impostor matching than the original phase-only correlation (POC). The experimental results on FVC2002 fingerprint databases show that the proposed algorithm is effective
Starting Page	379
Ending Page	383
File Size	349603
Page Count	5
File Format	PDF
ISBN	0769525288
DOI	10.1109/ISDA.2006.253866
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-10-16
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Phase noise Fourier transforms Correlation Laboratories Educational technology Machining Fingerprint recognition Fourier-Mellin transform Fingerprint matching Image matching Nonlinear distortion Noise robustness phase-only correlation
Content Type	Text
Resource Type	Article

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