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

Zarqa University

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