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A Low-Cost FPGA-based Embedded Fingerprint Verification and Matching System

机译:基于低成本的FPGA嵌入式指纹验证和匹配系统

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The development of a fingerprint verification system on a low-cost embedded platform is an open issue in nowadays biometrics. Our paper describes a low-cost fingerprint minutiae extraction and matching system based on a Spartan3 family FPGA with an embedded Leon2 open core processor. The proposed system architecture incorporates a Floating Point Unit and a Discrete Fourier Transform coprocessor to accelerate the minutiae extraction process. The whole verification algorithm is based on the NFIS version 2 open source software developed by the National Institute of Standards and Technology (NIST). The results on execution time reduction and FPGA occupation for different system configurations show that the proposed architecture improves substantially the performance of the baseline system architecture.
机译:在低成本嵌入式平台上开发指纹验证系统是如今生物识别的开放问题。我们的论文介绍了一种基于Spartan3家族FPGA的低成本指纹细节提取和匹配系统,采用嵌入式LEON2开路芯处理器。所提出的系统架构包括一个浮点单元和离散的傅里叶变换协处理器,以加速细节提取过程。整个验证算法基于国家标准和技术研究所开发的NFIS版本2开源软件(NIST)。结果对不同系统配置的执行时间减少和FPGA占用表明,所提出的架构提高了基线系统架构的性能。

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