计算机科学
生物识别
指纹(计算)
范畴变量
指纹识别
实证研究
认证(法律)
系统回顾
人工智能
数据挖掘
数据科学
机器学习
计算机安全
数学
梅德林
法学
统计
政治学
作者
Justice Kwame Appati,Prince Kofi Nartey,Winfred Yaokumah,Jamal-Deen Abdulai
出处
期刊:International Journal of Software Science and Computational Intelligence
[IGI Global]
日期:2022-05-20
卷期号:14 (1): 1-17
被引量:8
标识
DOI:10.4018/ijssci.300358
摘要
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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