Human asymmetry in multibiometric recognition

Rodolfo Vertamatti, M. A. Ramírez
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引用次数: 1

Abstract

This study examines human fluctuating asymmetry as a tool to improve multibiometrics. A new technique called Bilateral Processing (BP) was implemented to analyze discordances in left and right trait sides. BP tested visible and infrared spectrum trait images using Cross-Correlation, Wavelets and Neural Networks. Selected traits were tooth, ear, iris, fingerprint, nose and cheek. Acoustic BP was also implemented for skin vibration asymmetry evaluation during voiced sounds and compared to MFCC plus Vector Quantization speaker recognition system. Image and acoustic BP investigated bilateral sides of 9 adult male brothers during one year. Results achieved 100% identification in all biometrics treated with BP, compared to a maximum 44% of correct identification without BP. Apart from ameliorating performance, the study concludes that body structure analyses incorporating biognostic mechanisms can complement traditional recognition approaches.
多生物特征识别中的人体不对称性
本研究探讨人类波动不对称作为一种工具,以提高多生物识别。提出了一种新的双侧处理技术来分析左右特征侧的不一致性。BP测试可见光和红外光谱特征图像使用相互关联,小波和神经网络。选择的性状为牙齿、耳朵、虹膜、指纹、鼻子和脸颊。声学BP还实现了对发声过程中皮肤振动不对称性的评估,并与MFCC +矢量量化的说话人识别系统进行了比较。图像和声学BP对9名成年男性兄弟的双侧进行了为期一年的调查。结果显示,BP治疗后的所有生物特征识别率达到100%,而没有BP治疗时的识别率最高为44%。除了改善性能外,该研究还得出结论,结合生物识别机制的身体结构分析可以补充传统的识别方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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