一种改进的指纹图像质量增强算法

Lan Chen, Hai Yang Yin, Tao Wang, He Xu, M. Tong
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引用次数: 1

摘要

随着指纹识别系统的发展,指纹识别的应用领域越来越广泛,对人们生活的影响也越来越大。如今,指纹识别系统在我们的生活中无处不在,已经成为我们生活中不可缺少的一部分。它可以快速识别我们的指纹特征,然后告诉我们指纹信息的真实身份。因此,人们对指纹识别系统的研究也逐渐深入。本文主要研究指纹识别系统中的图像预处理算法。在指纹识别系统的过程中,必须对读取的图像进行预处理,使图像更清晰,噪声更小,便于指纹识别和特征提取。本文重点研究了指纹图像增强算法,基于Gabor滤波器设计的空白填充对指纹图像进行预处理,在减少图像增强的基础上,留下大量的漏洞,使指纹图像具有更少的虚假特征点,提高后续特征点。提取算法的速度和准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Improved Algorithm for Enhancing Fingerprint Image Quality
With the development of the fingerprint identification system, the application field of fingerprint recognition is more and more extensive, and it has an increasingly greater impact on people's lives. Nowadays, the fingerprint identification system in our lives is everywhere and has become an indispensable part of our lives. It can quickly identify our fingerprint features and then tell us the true identity of the fingerprint information. Therefore, people's research on fingerprint identification systems is gradually deepening. This paper mainly studies the image preprocessing algorithm in the fingerprint recognition system. In the process of fingerprint identification system, the read image must be preprocessed to make the image clearer and less noise, which is convenient for fingerprint recognition and feature extraction. This paper focuses on the fingerprint image enhancement algorithm, based on the Gabor filter design of the empty filler on the fingerprint image preprocessing, based on the reduction of image enhancement, leaving a large number of holes, fingerprint images with fewer false feature points, improve the follow-up feature points. The speed and accuracy of the extraction algorithm.
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