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  1. University of Computer Studies, Yangon
  2. Conferences

Personal Identification System Based on Fingerprint features

http://hdl.handle.net/20.500.12678/0000003658
http://hdl.handle.net/20.500.12678/0000003658
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a39cd10a-9fc8-4179-afee-84f1c0ce52a4
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Publication
Title
Title Personal Identification System Based on Fingerprint features
Language en
Publication date 2011-05-05
Authors
Win, Zin Mar
Sein, Myint Myint
Description
Fingerprint-based identification is one ofthe core methodologies for personalidentification. It remains a reliable, efficient andcommonly accepted biometric. We propose afingerprint recognition system for identifying thelow quality fingerprint images from inkedprintedimages on paper. Traditional minutiabased approach is not robust to poor qualityfingerprint images. In proposed system, thetexture-based approach for fingerprintrecognition using Discrete Wavelet Transform(DWT) is developed. The input image ispreprocessed and gabor filtering is applied forridge line enhancement. The system finds thelocal features of the fingerprint using DWT andit is compared to the database using Euclideandistance metric. We trained 150 images andobtained an overall performance up to 95%.Theeffectiveness of the proposed system can beconfirmed through the experimental results.
Keywords
fingerprint recognition, Discrete Wavelet Transform, gabor filter
Identifier http://onlineresource.ucsy.edu.mm/handle/123456789/139
Journal articles
Ninth International Conference On Computer Applications (ICCA 2011)
Conference papers
Books/reports/chapters
Thesis/dissertations
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