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首页> 外文期刊>International Journal of Information Acquisition >A FRAMEWORK TOWARDS USING EIGEN IRIS, MINUTIAE THUMB AND DNA SEQUENCE FEATURES FOR PERSONAL IDENTIFICATION
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A FRAMEWORK TOWARDS USING EIGEN IRIS, MINUTIAE THUMB AND DNA SEQUENCE FEATURES FOR PERSONAL IDENTIFICATION

机译：使用本征虹膜，小拇指和DNA序列特征进行个人识别的框架

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摘要

Biometric systems based on a single physiological or behavioral characteristic may not be able to identify a person correctly. This paper presents an efficient and reliable multi-modal biometric identification system which is based on minutiae thumb, Eigen iris and DNA sequence features. In this method compressed form of Short tandem repeat (STR) part of DNA sequence, compressed thumbprint and compressed iris image (Eigen values) of a person are used for further identification of an individual. Therefore, personal identification including identical twins and dead person's cases will become easier in using this method. Our technique will correctly identify a person (living or dead) on the basis of his thumbprint, iris image and DNA sequence features. We have used thumbprint and iris images for identifying a live person. But, for identifying a dead person we have used STR part of DNA sequence. We tested our method for 100 samples of thumbprints and iris images of CASIA database and we found that our multimodal method is able to correctly identify each and every individual including identical twin on the basis of thumbprints and iris images. For identifying a dead person the compressed form of DNA sequence of that person is used.
机译：基于单个生理或行为特征的生物识别系统可能无法正确识别一个人。本文提出了一种有效且可靠的多模式生物特征识别系统，该系统基于细节拇指，本征虹膜和DNA序列特征。在该方法中，使用DNA序列的短串联重复（STR）部分的压缩形式，人的压缩指纹和压缩虹膜图像（本征值）来进一步识别个人。因此，使用这种方法，包括同卵双胞胎和死者的案件在内的个人识别将变得更加容易。我们的技术将根据其指纹，虹膜图像和DNA序列特征正确识别一个人（活着的或死去的）。我们已经使用指纹和虹膜图像来识别真人。但是，为了识别死者，我们使用了DNA序列的STR部分。我们对CASIA数据库的100个指纹和虹膜图像样本测试了我们的方法，发现我们的多峰方法能够根据指纹和虹膜图像正确识别每个人，包括同卵双胞胎。为了识别死者，使用了该人的DNA序列的压缩形式。

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    KAMTA NATH MISHRA; PRAKASH C. SRIVASTAVAt; ANUPAM AGRAWAL; VIVEK TRIPATHI; VISHAL GUPTA;

  • 作者单位

    Department of Computer Science and Engineering Birla Institute of Technology Ranchi - Allahabad Campus B-7, Industrial Area, Naini, Allahabad, U. P., India;

    Department of Computer Science and Engineering Birla Institute of Technology Ranchi - Allahabad Campus B-7, Industrial Area, Naini, Allahabad, U. P., India;

    Information Technology Division Indian Institute of Information Technology Allahabad, U. P., India;

    Department of Computer Science and Engineering Birla Institute of Technology Ranch - Allahabad Campus B-7, Industrial Area, Naini, Allahabad, U. P., India;

    Department of Computer Science and Engineering Birla Institute of Technology Ranch - Allahabad Campus B-7, Industrial Area, Naini, Allahabad, U. P., India;

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  • 正文语种 eng
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  • 关键词

    DNA sequence; eigen values; iris image; personal identification; thumbprint;

    机译：DNA序列特征值虹膜图像个人身份;指纹;

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