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Efficient techniques to implenet correlation filters on fast SLMS

机译:在快速SLMS上实现相关过滤器的高效技术

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We propose a brief overview of different techniques to implement complex-valued filters on binary spatial light modulators (SMLs), including encoding techniques at both pixel=and cell-(i.g. group of pixels) levels. We show that group-oriented methods offer extended coding domains, at the expense of a reduced space bandwidth product and spurious noise in the correlation plane. We propose the concept of a time multiplexing technique that combines at the pixel level the pseudo-random encoding method with the minimum Eculidenan distance approach. This pixel-oriented method offers the advantage to keep the full space bandwidth of SLMs, and the possibility to very efficiently encode ternary filters {1, 0, +1} on binary phase {-1, +1} SLMs. Tested on a sequence of images acquired with an IR sensor in a tracking scenario (1 target), encoded ternary filter have offered superior performance in terms of peak-to-clutter ratio than classical BPOF (+ 45
机译:我们提出了对在二进制空间光调制器(SML)上实现复数值滤波器的不同技术的简要概述,包括像素=和像元-(即像素组)级别的编码技术。我们表明,面向组的方法提供了扩展的编码域,但代价是空间带宽乘积的减少和相关平面中的杂散噪声。我们提出了一种时分复用技术的概念,该技术在像素级结合了伪随机编码方法和最小Eculidenan距离方法。这种面向像素的方法的优点是可以保留SLM的全部空间带宽,并且可以非常有效地在二进制相位{-1,+1} SLM上对三元滤波器{1,0,+1}进行编码。在跟踪场景(1个目标)中对使用红外传感器采集的图像序列进行了测试,编码的三元滤波器在峰值杂波比方面比传统的BPOF(+ 45)具有更高的性能。

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