Cover Image

Fingerprint matching based on directional image constructed using expanded Haar wavelet transform

A directional image for a fingerprint obtained from an expanded second stage Haar wavelet transform is presented. This directional image represent the orientation pattern that later on are used for fingerprint matching so that the real owner can be identified. To construct the directional image, we...

Full description

Saved in:
Bibliographic Details
Main Authors: Mohd. Mokji, Musa, Syed Abd. Rahman, Syed Abu Bakar
Other Authors: Azada, Deeber
Format: Book Section
Language:English
Published: IEEE Computer Society 2004
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://eprints.utm.my/id/eprint/2048/1/Musa2004_FingerprintMatchingBasedonDirectionalImage.pdf
http://eprints.utm.my/id/eprint/2048/
http://dx.doi.org/10.1109/CGIV.2004.1323976
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.utm.2048
record_format eprints
spelling my.utm.20482017-10-09T04:44:01Z http://eprints.utm.my/id/eprint/2048/ Fingerprint matching based on directional image constructed using expanded Haar wavelet transform Mohd. Mokji, Musa Syed Abd. Rahman, Syed Abu Bakar TK Electrical engineering. Electronics Nuclear engineering A directional image for a fingerprint obtained from an expanded second stage Haar wavelet transform is presented. This directional image represent the orientation pattern that later on are used for fingerprint matching so that the real owner can be identified. To construct the directional image, we first perform a second stage Haar wavelet transform on a fingerprint. Due to the limitation of the Haar wavelet, we use the expanded version of it instead so that a better directional image can be obtained. Next, we quantize the directional image into a few grey-level values that represent a range of angle orientations. We then smooth the image using an averaging filter. Based on this image we then perform the matching process based on the minimum square error (MSE) criteria. IEEE Computer Society Azada, Deeber 2004-07-26 Book Section PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/2048/1/Musa2004_FingerprintMatchingBasedonDirectionalImage.pdf Mohd. Mokji, Musa and Syed Abd. Rahman, Syed Abu Bakar (2004) Fingerprint matching based on directional image constructed using expanded Haar wavelet transform. In: Proceedings - International Conference on Computer Graphics, Imaging and Visualization. IEEE Computer Society, USA, pp. 149-152. ISBN 0769521789; 978-076952178-7 http://dx.doi.org/10.1109/CGIV.2004.1323976 doi:10.1109/CGIV.2004.1323976
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Mohd. Mokji, Musa
Syed Abd. Rahman, Syed Abu Bakar
Fingerprint matching based on directional image constructed using expanded Haar wavelet transform
description A directional image for a fingerprint obtained from an expanded second stage Haar wavelet transform is presented. This directional image represent the orientation pattern that later on are used for fingerprint matching so that the real owner can be identified. To construct the directional image, we first perform a second stage Haar wavelet transform on a fingerprint. Due to the limitation of the Haar wavelet, we use the expanded version of it instead so that a better directional image can be obtained. Next, we quantize the directional image into a few grey-level values that represent a range of angle orientations. We then smooth the image using an averaging filter. Based on this image we then perform the matching process based on the minimum square error (MSE) criteria.
author2 Azada, Deeber
author_facet Azada, Deeber
Mohd. Mokji, Musa
Syed Abd. Rahman, Syed Abu Bakar
format Book Section
author Mohd. Mokji, Musa
Syed Abd. Rahman, Syed Abu Bakar
author_sort Mohd. Mokji, Musa
title Fingerprint matching based on directional image constructed using expanded Haar wavelet transform
title_short Fingerprint matching based on directional image constructed using expanded Haar wavelet transform
title_full Fingerprint matching based on directional image constructed using expanded Haar wavelet transform
title_fullStr Fingerprint matching based on directional image constructed using expanded Haar wavelet transform
title_full_unstemmed Fingerprint matching based on directional image constructed using expanded Haar wavelet transform
title_sort fingerprint matching based on directional image constructed using expanded haar wavelet transform
publisher IEEE Computer Society
publishDate 2004
url http://eprints.utm.my/id/eprint/2048/1/Musa2004_FingerprintMatchingBasedonDirectionalImage.pdf
http://eprints.utm.my/id/eprint/2048/
http://dx.doi.org/10.1109/CGIV.2004.1323976
_version_ 1643643485723557888
score 13.211869

Similar Items