A compact photorefractive joint transform correlator for industrial recognition tasks

H. Rajbenbach, S. Bann, J. Huignard
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引用次数: 5

Abstract

Technology advances in solid state lasers, spatial light modulators and nonlinear optical materials are centrally important for the construction of optoelectronics processors that combine the massive interconnectivity and parallelism of optics with the accuracy and flexibility of digital electronics. In pattern recognition applications, hybrid optical-digital approaches in which optics performs correlation operations and electronics processes the output correlation plane for classification have already been demonstrated(1−2). Today, the performances of semiconductor lasers, diode-pumped YAG lasers, two dimensional liquid crystal light modulators and photorefractive materials allow the introduction of compact and more flexible optical hardware in optoelectronic processors. In this paper, we present a compact and reconfigurable multichannel joint transform optical correlator designed and constructed for industrial recognition applications. The principle of operation is shown in Fig.1. The object to be identified S(x,y) is display on one half of the input scene. The other half of the input, allocated to the reference R(x,y) is split in N subarrays, or channels, each containing a reference object or a calculated version of reference object. The sum R(x,y) + S(x,y) is Fourier transformed and the spectrum is recorded in a dynamic holographic medium. The complex light field produced by reading out the joint-transform power spectrum contains the cross-correlation component R(x,y) ⊗ S (x-2a, y), where 2a is the separation between signal and reference and ⊗ denotes the correlation operation(3). The identification is performed by detecting the position and relative intensities of the correlation peaks in the corresponding subarrays of the output plane.
用于工业识别任务的紧凑型光折变联合变换相关器
固体激光器、空间光调制器和非线性光学材料的技术进步对于光电处理器的构建至关重要,这些处理器将光学的大量互联性和并行性与数字电子学的准确性和灵活性相结合。在模式识别应用中,混合光学-数字方法已经被证明,其中光学执行相关操作,电子处理用于分类的输出相关平面(1−2)。今天,半导体激光器、二极管泵浦YAG激光器、二维液晶光调制器和光折变材料的性能使得在光电处理器中引入更紧凑、更灵活的光学硬件成为可能。在本文中,我们提出了一个紧凑的和可重构的多通道联合变换光学相关器设计和制造的工业识别应用。工作原理如图1所示。待识别对象S(x,y)显示在输入场景的一半上。分配给引用R(x,y)的另一半输入被分割成N个子数组或通道,每个子数组或通道包含一个引用对象或引用对象的计算版本。和R(x,y) + S(x,y)是傅里叶变换和频谱记录在一个动态全息介质。读出联合变换功率谱产生的复光场包含互相关分量R(x,y)⊗S (x-2a, y),其中2a为信号与参比的距离,⊗为相关运算(3)。通过检测输出平面对应子阵列中相关峰的位置和相对强度来进行识别。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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