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Optical Correlation Recognition Based On LCOS

机译:基于LCOS的光学相关识别

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摘要

Vander-Lugt correlator plays an important role in optical pattern recognition due to the characteristics of accurate positioning and high signal-to-noise ratio. The ideal Vander-Lugt correlator should have the ability of outputting strong and sharp correlation peak in allusion to the true target, in the existing Spatial Light Modulators, Liquid Crystal On Silicon(LCOS) has been the most competitive candidate for the matched filter owing to the continuous phase modulation peculiarity. Allowing for the distortions of the target to be identified including rotations, scaling changes, perspective changes, which can severely impact the correlation recognition results, herein, we present a modified Vander-Lugt correlator based on the LCOS by means of applying an iterative algorithm to the design of the filter so that the correlator can invariant to the distortions while maintaining good performance. The results of numerical simulation demonstrate that the filter could get the similar recognition results for all the training images. And the experiment shows that the modified correlator achieves the 180° rotating tolerance significantly improving the recognition efficiency of the correlator.
机译:由于准确定位和高信噪比的特性,Vander-Lugt相关器在光学模式识别中起着重要作用。理想的Vander-Lugt相关器应具有向真实目标暗指的强而尖锐的相关峰的能力,在现有的空间光调制器中,硅基液晶(LCOS)由于具有以下特点而成为匹配滤波器的最有竞争力的候选者:连续相位调制特性。考虑到目标的畸变,包括旋转,缩放比例变化,视角变化,这些畸变会严重影响相关性识别结果,在此,我们提出一种基于LCOS的改进的Vander-Lugt相关器,方法是将迭代算法应用于滤波器的设计,以便相关器可以在保持良好性能的同时不失真。数值模拟结果表明,该滤波器对于所有训练图像都能获得相似的识别结果。实验表明,改进的相关器达到了180°的旋转公差,大大提高了相关器的识别效率。

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