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Non-iterative direct binary search algorithm for fast generation of binary holograms

机译:用于快速生成二进制全息图的非迭代直接二进制搜索算法

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摘要

The direct binary search (DBS) algorithm is an efficient method for the generation of binary holograms, but it is also an iterative method involving lengthy computation. Thus, fast non-iterative approaches are more preferred in practice even though they yield poorer results. In this paper, we propose a strategy to drastically reduce the computational time of the DBS algorithm. First, we show that convergence of the conventional DBS algorithm can be significantly improved by optimizing the order in which the pixels are examined. Then, we demonstrate the efficiency of a design based on optimization of multiple small blocks of binary pixels through parallel computation. Since each block can be optimized in parallel utilizing platforms such as those offering cloud computing services, the time to compute the final pattern is determined by the computational time for a single block. The proposed block-partition strategy involves a trade-off between the computation time and the quality of the final hologram. However, it should be noted that simply randomizing the pixel examination order during the DBS procedure reduces the computational time by 67% even without parallel computation. In summary, our proposed method facilitates easier generation of high-quality binary holograms in less time than is required by the conventional DBS.
机译:直接二进制搜索(DBS)算法是一种生成二进制全息图的有效方法,但它也是一种涉及冗长计算的迭代方法。因此,在实践中,快速非迭代方法更可取,尽管它们产生的效果较差。在本文中,我们提出了一种策略,可以大大减少DBS算法的计算时间。首先,我们表明可以通过优化检查像素的顺序来显着改善常规DBS算法的收敛性。然后,我们通过并行计算证明了基于多个二进制像素小块的优化设计的效率。由于可以利用诸如提供云计算服务的平台之类的平台并行地优化每个块,因此计算最终模式的时间取决于单个块的计算时间。所提出的块分区策略涉及在计算时间和最终全息图的质量之间进行折衷。但是,应该注意的是,即使没有并行计算,在DBS过程中简单地将像素检查顺序随机化也可以将计算时间减少67%。总之,与传统的DBS相比,我们提出的方法有助于在更短的时间内更轻松地生成高质量的二进制全息图。

著录项

  • 来源
    《Optics and Lasers in Engineering》 |2019年第11期|312-318|共7页
  • 作者单位

    Korea Inst Sci & Technol Postsilicon Semicond Inst Ctr Optoelect Mat & Devices Seoul 02792 South Korea;

    Seokyeong Univ Dept Comp Sci Seoul 02173 South Korea;

    Korea Inst Sci & Technol Postsilicon Semicond Inst Ctr Optoelect Mat & Devices Seoul 02792 South Korea|Korea Univ Sci & Technol KIST Sch Div Nano & Informat Technol Seoul 02792 South Korea;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Holography; Binary hologram; Direct binary search;

    机译:全息术二进制全息图直接二进制搜索;

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