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Multi stage binary optical processing

机译:多级二进制光学处理

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Image processing in general and optical image processing in particular require very accurated and very complex processors. SUch processors are sometimes difficult to manfuacture and expensive to purchase. They also might be non flexible in their design. The principle of generating a single processor by use of several simpler processor-modules in cascade (and/or in parallel) is quite familiar. However, in optics this approach is mainly used for filtering in the Fourier of fractional Fourier planes. In this work the authors introduce multi-stage optical processing in the Fresnel plane. Using a small number of binary masks (either amplitude or phase) along the path of the light, one may process the incoming beam in the same manner as using a single high-resolution complex mask. The authors present an algorithm for establishing the binary processors and introduce the results obtained by this approach. An important application of this technique is the field of image recognition. Simulations demonstrate that minor manipulations on the input, affect the output plane significantly. On the other hand, hiding fractions of the input pattern hardly influence the output whereas the obtaine effect reveals information regarding the flaw inserted within the input pattern.
机译:通常的图像处理,尤其是光学图像处理,需要非常精确和非常复杂的处理器。 SUch处理器有时难以制造并且购买昂贵。它们在设计上也可能不够灵活。通过使用级联(和/或并行)的几个较简单的处理器模块来生成单个处理器的原理非常熟悉。但是,在光学中,这种方法主要用于分数阶傅立叶平面的傅立叶滤波。在这项工作中,作者介绍了菲涅耳平面中的多级光学处理。沿光的路径使用少量的二元掩模(幅度或相位),可以以与使用单个高分辨率复数掩模相同的方式处理入射光束。作者提出了一种用于建立二进制处理器的算法,并介绍了通过这种方法获得的结果。该技术的重要应用是图像识别领域。仿真表明,对输入的轻微操作会严重影响输出平面。另一方面,输入图案的隐藏部分几乎不影响输出,而获得的效果则揭示了有关插入到输入图案中的缺陷的信息。

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