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Fingerprint recognition using zernike moments
Joint Authors
Hasan Abd al-Qadir
Ramli, Abd al-Rahman
al-Haddad, Sayyid
Source
The International Arab Journal of Information Technology
Issue
Vol. 4, Issue 4 (31 Oct. 2007), pp.372-376, 5 p.
Publisher
Publication Date
2007-10-31
Country of Publication
Jordan
No. of Pages
5
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
In this paper, we present a fingerprint matching approach based on localizing the matching regions in fingerprint images.
The determination of the location of such Region of Interest (ROI) using only the information related to core points based on a novel feature vectors extracted for each fingerprint image by Zernike Moment Invariant (ZMI) as the shape descriptor.
The Zernike Moments is selected as feature extractor due to its robustness to image noise, geometrical invariants property and orthogonal property.
These features are used to identify corresponding ROI between two fingerprint impressions by computing the Euclidean distance between feature vectors.
The fingerprint matching invariance under translations, rotations and scaling using Zemike Moment Invariants and the experimental results obtained from a FVC2002 DB1 database confirm the Zernike moment is able to match the fingerprint images with high accuracy.
American Psychological Association (APA)
Hasan Abd al-Qadir& Ramli, Abd al-Rahman& al-Haddad, Sayyid. 2007. Fingerprint recognition using zernike moments. The International Arab Journal of Information Technology،Vol. 4, no. 4, pp.372-376.
https://search.emarefa.net/detail/BIM-11743
Modern Language Association (MLA)
Ramli, Abd al-Rahman…[et al.]. Fingerprint recognition using zernike moments. The International Arab Journal of Information Technology Vol. 4, no. 4 (Oct. 2007), pp.372-376.
https://search.emarefa.net/detail/BIM-11743
American Medical Association (AMA)
Hasan Abd al-Qadir& Ramli, Abd al-Rahman& al-Haddad, Sayyid. Fingerprint recognition using zernike moments. The International Arab Journal of Information Technology. 2007. Vol. 4, no. 4, pp.372-376.
https://search.emarefa.net/detail/BIM-11743
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 375-376
Record ID
BIM-11743