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http://dx.doi.org/10.13089/JKIISC.2008.18.4.93

Development of Template Compensation Algorithm for Interoperable Fingerprint Recognition using Taylor Series  

Jang, Ji-Hyeon (School of Information and Communication Engineering, Inha University)
Kim, Hak-Il (School of Information and Communication Engineering, Inha University)
Publication Information
Journal of the Korea Institute of Information Security & Cryptology / v.18, no.4, 2008 , pp. 93-102 More about this Journal
Abstract
Fingerprint sensor interoperability refers to the ability of a system to compensate for the variability introduced in the finger data of individual due to the deployment of different sensors. The purpose of this paper is the development of a compensation algorithm by which the interoperability of fingerprint recognition can be improved among various different fingerprint sensors. In this paper we show that a simple transformation derived to form a Taylor series expansion can be used in conjunction with a set of corresponding minutia points to improve the correspondence of finer fingerprint details within a fingerprint image. This is demonstrated by an applying the transformation to a database of fingerprint images and examining the minutiae match scores with and without the transformation. The EER of the proposed method was improved by average 60.94% better than before compensation.
Keywords
Fingerprint Sensor Interoperability; Standard Interchange Format; Taylor Series; Distortions; Compensation; Matching Performance;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
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