基于掌纹的身份识别

Indrayani R Awate, B. A. Dixit
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引用次数: 14

摘要

掌纹是一种独特可靠的生物识别特征,具有较高的可用性。随着人们对高精度、鲁棒性掌纹认证系统的要求越来越高,多光谱成像技术被用于获取更多的鉴别信息,提高掌纹的抗欺骗能力。本项目的实验是使用理大掌纹数据库进行的。研究人员收集了250名志愿者的掌纹图像,其中包括195名男性和55名女性。利用斯托克韦尔变换提取掌纹特征。一些重要的结果准确度达到99%,精密度达到91%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Palm Print Based Person Identification
Palm print is a unique and reliable biometric characteristic with high usability. With the increasing demand of highly accurate and robust palm print authentication system, multispectral imaging has been employed to acquire more discriminative information and increase the anti spoof capability of palm print. The experimentation for this project is done using PolyU palm print Database. Palm print images were collected from 250volunteers, including 195 males and 55 females. The palm print features are extracted using stockwell transform. Some of the significant results have accuracy of 99% and precision 91%.
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