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An efficient VLSI architecture for fingerprint recognition using O2D-DWT architecture and modified CORDIC-FFT

机译:使用O2D-DWT架构和改进的CORDIC-FFT的高效指纹识别VLSI架构

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The real time biometric systems are used to authenticate persons for various applications. In this paper, we propose an efficient VLSI architecture for fingerprint recognition using O2D-DWT architecture and modified CORDIC-FFT. The O2D-DWT architecture is designed using only adders and shifters for high speed operation and is applied on fingerprint image to generate four sub-bands. The optimized Fast Fourier Transform (OFFT) architecture is designed by computing different twiddle factor angles using modified CORDIC processor and is applied on LL sub-band coefficients to generate final fingerprint features. The test fingerprint features are compared with features of fingerprint images in database using Euclidean Distance. It is observed that the performance of proposed architecture is better compared to existing architectures.
机译:实时生物识别系统用于对各种应用程序的人员进行身份验证。在本文中,我们提出了一种高效的VLSI架构,该架构使用O2D-DWT架构和改进的CORDIC-FFT进行指纹识别。 O2D-DWT体系结构仅使用加法器和移位器进行设计以实现高速操作,并应用于指纹图像以生成四个子带。通过使用改进的CORDIC处理器计算不同的旋转因子角度,设计了优化的快速傅立叶变换(OFFT)架构,并将其应用于LL子带系数以生成最终的指纹特征。使用欧氏距离将测试指纹特征与数据库中的指纹图像特征进行比较。可以看出,与现有架构相比,该架构的性能更好。

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