基于变换域和空间域技术的掌纹识别

K. P. Shashikala, K. Raja
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引用次数: 16

摘要

掌纹是一种用于验证个人身份的生理生物特征。本文提出了一种基于变换域和空间域技术的掌纹识别方法。直方图均衡化用于掌纹增强图像的对比度。对直方图均衡化后的图像进行小波变换,生成LL、LH、HL和HH波段。利用DCT将LL波段转换为DCT系数。在DCT系数上应用QPCA生成特征。利用欧几里得距离(ED)对测试掌纹特征和数据库掌纹特征进行了比较。结果表明,与现有方法相比,该方法具有更好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Palmprint Identification Using Transform Domain and Spatial Domain Techniques
The palm print is a physiological biometric used for the verification of individuals. In this paper we propose palm print identification using Transform Domain and Spatial Domain Techniques (PITS). Histogram equalization is used on palm print to enhance contrast of an image. The DWT is applied on Histogram equalized image to generate LL, LH, HL and HH bands. The LL band is converted into DCT coefficients using DCT. QPCA is applied on DCT coefficients to generate features. The test and database palmprint features are compared using Euclidean Distance (ED). It is observed that the proposed method gives better performance compared to existing method.
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