Spatially-integrating Spatial Light Modulators For Image Feature Extraction

R. Athale, S. Nasir, K. Raj, G. Moddel, S. Weichert
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This neighborhood operation can be achieved by introducing an additional pattemed electrode layer between the dielectric mirror and the liquid crystal film. The schematic diagram of the modified SLM is shown in Figure 1. Since the patterned electrode layer establishes islands of equipotential regions which in turn modulate the liquid crystal film, the output image is divided into corresponding regions of equal intensity. The output intensity of a given region is proportional to the input light intensity spatially integrated over that region, hence the name Spatially Integrating Spatial Light Modulators (SI-SLM). It should be noted that the region of integration is totally determined by the floating electrode geometry and hence is under control of the designer. In this paper we describe a SI-SLM in which the floating electrode is divided into concentric rings in one half plane and circularly oriented wedges in the other half. 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引用次数: 0

Abstract

Optically-addressed Spatial Light Modulators (SLMs) have been THE critical active element in optical image processing systems since early days. OriginalIy designed to perform simple image transduction (incoherentto coherent conversion, wavelength conversion, amplification), the operations performed by the SLMs have grown steadily over the past several years. The culmination of this trend has been in the incorporation of sophisticated electronic processing with each pixel in the "Smart Pixel" devices. A price paid in increasing the operational capability is increased fabrication complexity and (for a fmed &vice area) reduced space-bandwidth product of the images to be processed. In this paper we present a modification of the basic optically-addressed SLM design enabling it to perform image feature extraction operations. We first describe the design modZication, then give device fabrication details, present experimental results and summarize. An optically-addressed SLM consists on a sandwich of planar layers of transparent conducting electrode, photosensitive materid, a dielectric mirror to isolate input and output optical signals, a liquid crystal material and another transparent conducting electrode with a bias voltage applied across the two outer electrode layers. Such a device can perform linear or nonlinear transfer operations point-by-point on the input image incident on the photosensor layer. For image feature extraction, it is important to perform neighborhood operations where one point in the output image depends on a neighborhood of the corresponding point in the input. This neighborhood operation can be achieved by introducing an additional pattemed electrode layer between the dielectric mirror and the liquid crystal film. The schematic diagram of the modified SLM is shown in Figure 1. Since the patterned electrode layer establishes islands of equipotential regions which in turn modulate the liquid crystal film, the output image is divided into corresponding regions of equal intensity. The output intensity of a given region is proportional to the input light intensity spatially integrated over that region, hence the name Spatially Integrating Spatial Light Modulators (SI-SLM). It should be noted that the region of integration is totally determined by the floating electrode geometry and hence is under control of the designer. In this paper we describe a SI-SLM in which the floating electrode is divided into concentric rings in one half plane and circularly oriented wedges in the other half. This wedge-ring geometry in photodetectors has been proposed and demonstrated for extracting position, scale and rotation invariant features from the power spectrum of an image [l]. Implementing a similar structure in an SLM allows these features to be input to a subsequent optical neural net image classifier. This advantage is even more significant when one considers an optical system that calculates these features locally via a lenslet array and a corresponding 2-D array of wedge-ring SI-SLM. Implementing similar structure in a detector arrays will lead to a severe multiplexing problem. The feasibility of the SI-SLM design concept was demonstrated with an amorphous Si ferroelectric liquid crystal binary SLM fabricated at University of Colorado, Boulder [2]. The hydrogenated a-Si film is deposited by plasma-enhanced chemical vapor deposition. The films are deposited in a p-i-n configuration to a total thickness of about 2 microns. The floating electrode layer consists of 500 angstrom thick chromium layer that is evaporated and pattemed using photoresist lift-off. This layer also serves as a reflecting layer. The thickness of the liquid crystal cell is 3 microns and the cell is filled with BDH SCE13 ferroelectric liquid crystal material. For proof-of-concept demonstration the device contained three wedges, three rings and a circular spot in the center calculating the DC component of the image power spectrum. The DC spot is 50 microns in diameter and the overall size of the device is 5 mm across. When this device is used in conjunction with a 300 mm lens, the spatial frequency components are divided into three bins for three rings (0 to 3 l/mm, 5.7-8.2 l/mm and 10.7-13 l/mm).
用于图像特征提取的空间集成空间光调制器
自早期以来,光寻址空间光调制器(slm)一直是光学图像处理系统中关键的有源元件。最初设计用于执行简单的图像转导(非相干到相干转换,波长转换,放大),slm执行的操作在过去几年中稳步增长。这一趋势的高潮是将复杂的电子处理与“智能像素”设备中的每个像素结合起来。提高操作能力所付出的代价是增加了制造复杂性,并且(对于成形和副区域)减少了待处理图像的空间带宽乘积。在本文中,我们提出了基本的光寻址SLM设计的修改,使其能够执行图像特征提取操作。我们首先描述了设计修改,然后给出了器件制作细节,给出了实验结果并进行了总结。光学寻址SLM由透明导电电极、光敏材料、隔离输入和输出光信号的介电镜、液晶材料和另一个透明导电电极的平面夹层组成,在两个外电极层上施加偏置电压。该器件可以对入射到光敏传感器层上的输入图像逐点执行线性或非线性转移操作。对于图像特征提取,重要的是执行邻域操作,其中输出图像中的一个点依赖于输入图像中对应点的邻域。这种邻域操作可以通过在介电镜和液晶膜之间引入额外的图案电极层来实现。修改后的SLM示意图如图1所示。由于图案电极层建立了等电位区岛,这些等电位区反过来调制液晶膜,因此输出图像被划分为相应的等强度区域。给定区域的输出强度与该区域空间集成的输入光强度成正比,因此称为空间集成空间光调制器(SI-SLM)。应该注意的是,积分区域完全由浮动电极的几何形状决定,因此在设计者的控制之下。在本文中,我们描述了一种SI-SLM,其中浮动电极在一半平面上分为同心圆环,在另一半平面上分为圆形楔形。已经提出并证明了光电探测器中的楔形环几何结构可以从图像的功率谱中提取位置、尺度和旋转不变性特征[1]。在SLM中实现类似的结构允许将这些特征输入到后续的光学神经网络图像分类器中。当考虑通过透镜阵列和相应的楔形环SI-SLM二维阵列在本地计算这些特征的光学系统时,这种优势就更加显著了。在探测器阵列中实现类似的结构将导致严重的多路复用问题。用科罗拉多大学博尔德分校制造的非晶硅铁电液晶二元SLM证明了Si -SLM设计概念的可行性[2]。采用等离子体增强化学气相沉积方法制备氢化硅薄膜。薄膜以p-i-n结构沉积,总厚度约为2微米。浮动电极层由500埃厚的铬层组成,该铬层是蒸发的,并使用光刻胶剥离。这一层也用作反射层。液晶电池的厚度为3微米,电池内填充BDH SCE13铁电液晶材料。为了进行概念验证演示,该设备包含三个楔形,三个环和中心的圆形点,用于计算图像功率谱的直流分量。直流光斑直径为50微米,器件的总体尺寸为5毫米。当该装置与300mm镜头配合使用时,空间频率分量分为三个仓,用于三个环(0 ~ 3l /mm, 5.7 ~ 8.2 l/mm和10.7 ~ 13l /mm)。
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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