基于光学相关器的高速指纹验证

D. Roberge, C. Soutar, B. Kumar
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引用次数: 36

摘要

开发了一种使用单SLM的实时vanderlutt型光相关器。采用现场可编程门阵列,以60视场/秒的速率捕获和处理CCD摄像机获得的图像。在登记和验证过程中,手指滑过玻璃棱镜,并通过全内反射过程的挫折输入系统。自动登记程序在每张幻灯片中捕获最佳图像。实现了一种最优复合滤波器。相关检测过程包括手指滑动时对相关峰的实时跟踪和基于投影决策边界的决策过程。真实测试的错误拒绝率为1%,错误接受率为0.2%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
High-Speed Fingerprint Verification Using an Optical Correlator
A real-time, VanderLugt-type optical correlator using a single SLM is developed. A field programmable gate array is used to capture and process images obtained from a CCD camera at a rate of 60 video fields/s. During both enrollment and verification, a finger slides over a glass prism and is input to the system via the frustration of the total internal reflection process. An autoenrollment procedure captures the optimal image during each slide. An optimal composite filter is implemented. The correlation detection process comprises real-time tracking of the correlation peak while the finger is sliding and a decision process based on projective decision boundaries. Real-life tests yielded a false rejection rate of 1% and a false acceptance rate of 0.2%.
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