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Optimization of multichannel parallel joint transform correlator for accelerated pattern recognition

机译:用于加速模式识别的多通道并行联合变换相关器的优化

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摘要

The multibeam parallel joint transform correlator for optical pattern recognition, which was recently proposed by the authors [Appl. Opt. 37, 5408 (1998)], can increase parallelism without accumulating zero-order background level at the first Fourier transform plane. To evaluate the throughput capability, an experimental trial was made, achieving a 67-ms recognition rate per face per channel, which is limited by the response of the optically addressed liquid-crystal spatial light modulator. A general design theory is developed for dense packing of the optical channels for a given spatial light modulator resolution, considering the bandwidth requirement of the target image. Then the condition for submillisecond throughput with state-of-the-art device technology is discussed.
机译:作者最近提出了用于光学图案识别的多光束并行联合变换相关器[Appl.Appl。选择。 [J.Med.Chem.Soc.37,5408(1998)],可以提高并行度,而无需在第一傅立叶变换平面上累积零阶背景电平。为了评估吞吐能力,进行了一项实验试验,实现了每个通道每个面的识别时间为67毫秒,这受光学寻址液晶空间光调制器的响应限制。考虑到目标图像的带宽要求,针对给定空间光调制器分辨率开发了用于光通道的密集封装的通用设计理论。然后讨论了使用最新设备技术实现亚毫秒级吞吐量的条件。

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