Palmprint Verification on Mobile Phones Using Accelerated Competitive Code

Marc Franzgrote, C. Borg, Benjamin J. Tobias Ries, S. Bussemaker, Xiaoyi Jiang, Michael Fieleser, Lei Zhang
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引用次数: 30

Abstract

With the rapid development of the mobile communication market the need for mobile biometrics emerges. This is a novel research topic within biometrics and not much work has been done in the past. This paper presents the initial work of a long-term project towards a robust mobile palmprint verification system. We develop a hand orientation normalization method which makes the palmprint acquisition on a mobile phone practical for casual use. The competitive code is adopted and accelerated for fast code matching. A performance study is performed on a dataset acquired using an iPhone. The achieved results provide a credible indication of the potential of palmprint verification in a mobile context and motivate further work.
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使用加速竞争代码的手机掌纹验证
随着移动通信市场的快速发展,对移动生物识别技术的需求应运而生。这是生物计量学中一个比较新颖的研究课题,过去的研究还不多。本文介绍了一个长期项目的初步工作,以实现一个强大的移动掌纹验证系统。我们开发了一种手部方向归一化方法,使在手机上的掌纹采集变得实用。采用竞争码,并对其进行加速,实现了快速的代码匹配。对使用iPhone获取的数据集进行性能研究。所取得的结果提供了一个可信的指示掌纹验证在移动环境中的潜力,并激励进一步的工作。
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Palmprint Verification on Mobile Phones Using Accelerated Competitive Code Biometric Identification Based on Hand-Shape Features Using a HMM Kernel Palmprint Identification Using Kronecker Product of DCT and Walsh Transforms for Multi-Spectral Images Orthogonal Complex Locality Preserving Projections Based on Image Space Metric for Finger-Knuckle-Print Recognition Evaluation of Cancelable Biometric Systems: Application to Finger-Knuckle-Prints
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