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Hybrid phase-only matched filter for optical pattern recognition

机译:混合型仅相位匹配滤波器,用于光学模式识别

摘要

Optical matched filters have been used for the recognition of patterns in a noisy background. Different types of matched filters have been proposed since the introduction of the VanderLugt matched spatial filter. A novel filter, the hybrid phase-only matched filter, is proposed which shows promise for better signal to noise ratio, correlation peak intensity and light efficiency compared to the recently proposed optimal phase-only filter. A neural technique for the design of space-domain binary filter for pattern recognition applications is developed. The method takes advantage of the similarity in the structure of the minimum squared error criterion for the construction of linear discriminant functions and the Lyapunov function of the Hopfield Neural Model.
机译:光学匹配滤光片已用于识别嘈杂背景中的图案。自从引入VanderLugt匹配空间滤波器以来,已经提出了不同类型的匹配滤波器。提出了一种新颖的滤波器,即仅混合相位的混合滤波器,与最近提出的最佳仅相位滤波器相比,该滤波器显示出更好的信噪比,相关峰强度和光效率的希望。开发了一种用于模式识别应用的空域二进制滤波器设计的神经技术。该方法利用最小平方误差准则的结构的相似性来构造线性判别函数和Hopfield神经模型的Lyapunov函数。

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