Finger vein identification based on maximum curvature directional feature extraction / Yuhanim Hani Yahaya, Siti Mariyam Shamsuddin and Wong Yee Leng

Hani Yahaya, Yuhanim and Shamsuddin, Siti Mariyam and Won, Yee Leng (2019) Finger vein identification based on maximum curvature directional feature extraction / Yuhanim Hani Yahaya, Siti Mariyam Shamsuddin and Wong Yee Leng. Journal of Creative Practices in Language Learning and Teaching (CPLT), 7 (1). pp. 42-48. ISSN 1823-464X

Abstract

Finger vein identification has become an important area of study especially in the field of
biometric identification and has further potential in the field of forensics. The finger vein pattern
has highly discriminative features that exhibit universality, uniqueness and permanence
characteristics. Finger vein identification requires living body identification, which means that
only vein in living finger can be captured and used for identification. Acquiring useful features
from finger vein in order to reflect the identity of an individual is the main issues for
identification. This research aims at improving the scheme of finger vein identification take
advantage of the proposed feature extraction, which is Maximum Curvature Directional Feature
(MCDF). Experimental results based on two public databases, SDUMLA-HMT datasets and
PKU datasets show high performance of the proposed scheme in comparison with state-of-the
art methods. The proposed approach scored 0.001637 of equal error rate (EER) for SDUMLAHMT dataset and 0.00431 of equal error rate for PKU dataset

Metadata

Item Type: Article
Creators:
Creators
Email / ID Num.
Hani Yahaya, Yuhanim
UNSPECIFIED
Shamsuddin, Siti Mariyam
UNSPECIFIED
Won, Yee Leng
UNSPECIFIED
Subjects: T Technology > T Technology (General) > Information technology. Information systems
T Technology > TK Electrical engineering. Electronics. Nuclear engineering > Electronics > Pattern recognition systems
Divisions: Universiti Teknologi MARA, Kedah > Sg Petani Campus
Journal or Publication Title: Journal of Creative Practices in Language Learning and Teaching (CPLT)
UiTM Journal Collections: UiTM Journal > Journal of Creative Practices in Language Learning and Teaching (CPLT)
ISSN: 1823-464X
Volume: 7
Number: 1
Page Range: pp. 42-48
Keywords: Finger Vein Identification . Maximum Curvature . Directional Feature . SDUMLA-HMT . Equal Error Rate
Date: 2019
URI: https://ir.uitm.edu.my/id/eprint/30605
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