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Hardware-Software Codesign of a Fingerprint Identification Algorithm

机译:指纹识别算法的软软件协同设计

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摘要

Automatic Fingerprint Authentication Systems are rapidly being incorporated in a wide range of applications, satisfying the society demand of accurate identification frameworks in order to prevent unauthorised accesses or fraudulent uses. Most of biometrics based personal identification systems run on high-performance computer based platforms, which execute a set of complex algorithms implemented in software. Those solutions cannot be applied to small, low-cost and low-power embedded systems, based on microprocessors without floating-point arithmetic unit. In this article we present a hardware/software implementation of a fingerprint minutiae extraction algorithm. The proposed system consists of a microprocessor and a coprocessor implemented in an associated FPGA. In order to develop an efficient implementation, fixed-point computations have substituted the floating-point ones. Due to the low feature requirements the whole system is suitable for a SoC with embedded flexible hardware.
机译:自动指纹认证系统正在迅速被广泛应用,以满足社会对准确识别框架的需求,以防止未经授权的访问或欺诈性使用。大多数基于生物识别的个人识别系统都在基于高性能计算机的平台上运行,该平台执行以软件实现的一组复杂算法。这些解决方案无法基于没有浮点运算单元的微处理器应用于小型,低成本和低功耗的嵌入式系统。在本文中,我们介绍了指纹细节提取算法的硬件/软件实现。所提出的系统包括一个微处理器和一个在相关FPGA中实现的协处理器。为了开发有效的实现,定点计算已替代了浮点数。由于功能要求低,整个系统适用于具有嵌入式灵活硬件的SoC。

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