Journal
INTERNATIONAL JOURNAL OF SOFTWARE SCIENCE AND COMPUTATIONAL INTELLIGENCE-IJSSCI
Volume 14, Issue 1, Pages -Publisher
IGI GLOBAL
DOI: 10.4018/IJSSCI.300358
Keywords
Fingerprint Recognition; Minutiae Extraction; Pore Extraction; Ridge Bifurcation; Ridge Endings
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This article presents a systematic study on published empirical research about fingerprint recognition techniques, providing a classification and evaluation of the current direction of such research.
Biometric authentication is gaining ground in security-related issues in business, corporate management, and other settings. A considerable amount of research has been conducted in this area, yet further research into its betterment is still an emerging trend. This article presents a study of the published empirical research on some fingerprint recognition techniques widely in use. The study is limited to articles that explicitly discuss techniques used in recognizing a person's fingerprint. It employs a systematic mapping design, which proposes a categorical system to classify the research results based on the selected articles' topics. The categories include work distribution by year of publication, datasets used, fingerprint recognition approaches, metrics, and evaluation. This study shows the direction of currently performed empirical research on fingerprint recognition by comparing the selected published work to the classification criteria and evaluating them.
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