指纹识别系统发展综述

J. K. Appati, Prince Kofi Nartey, Winfred Yaokumah, J. Abdulai
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引用次数: 1

摘要

生物识别认证在商业、公司管理和其他环境中与安全相关的问题中越来越受欢迎。在这方面已经进行了大量的研究,但进一步研究其改进仍然是一个新兴的趋势。本文对目前广泛应用的几种指纹识别技术进行了实证研究。这项研究仅限于明确讨论指纹识别技术的文章。它采用了系统的映射设计,根据所选文章的主题提出了一个分类系统来对研究结果进行分类。分类包括按出版年份划分的作品分布、使用的数据集、指纹识别方法、指标和评估。本研究通过将所选取的已发表论文与分类标准进行比较并对分类标准进行评价,来显示当前指纹识别实证研究的方向。
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A Systematic Review of Fingerprint Recognition System Development
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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