University of Bahrain
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Fingerprint Matching using Graph Structure based Symmetric Ternary Pattern

Show simple item record Dev, Deep Suman Panigrahi, Arijit Bose, Beauty Sardar, Joyeta Rattani, Ajita Kisku, Dakshina Ranjan 2020-07-19T19:21:32Z 2020-07-19T19:21:32Z 2020-07-01
dc.identifier.issn 2210-142X
dc.description.abstract Fingerprint matching, one of the sophisticated biometric authentication techniques, is popular for its easy implementation, persistent nature of the fingerprint and non-similarity nature of two fingerprints. Uniqueness of fingerprint is characterized by distinctive features present in fingerprint image. This paper presents a novel relational descriptor based fingerprint matching process using pattern matching concept called Multi-Variant Symmetric Ternary Pattern (MVSTP). Orientation and illumination invariant local descriptor MVSTP extract distinct features from fingerprint image by referring non-overlapping neighbor pixels in symmetric way with respect to source pixel positioned at the center of 5×5 pixel area. After feature extraction from query fingerprint image and stored fingerprint images in the database, features are compared to find similarity match. MVSTP aims to increase fingerprint matching accuracy in contrast with other processes by addressing challenges related to fingerprint pattern’s appearance variation with slight orientation and the variations present in image properties. The computational proficiency of the proposed fingerprint matching process is tested on FVC 2004 database and local database of fingerprint images with higher note of matching accuracy, manifesting its intensity in the process. en_US
dc.language.iso en en_US
dc.publisher University of Bahrain en_US
dc.rights Attribution-NonCommercial-NoDerivatives 4.0 International *
dc.rights.uri *
dc.subject Fingerprint Matching, Local-feature descriptor, Symmetric Patterns en_US
dc.title Fingerprint Matching using Graph Structure based Symmetric Ternary Pattern en_US
dc.type Article en_US
dc.volume 10 en_US
dc.pagestart 2 en_US
dc.pageend 12 en_US
dc.source.title International Journal of Computing and Digital Systems en_US
dc.abbreviatedsourcetitle IJCDS en_US

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