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JPEG 2000-based compression of fringe patterns for digital holographic microscopy

机译:用于数字全息显微镜的基于JPEG 2000的条纹图案压缩

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摘要

With the advent of modern computing and imaging technologies, digital holography is becoming widespread in various scientific disciplines such as microscopy, interferometry, surface shape measurements, vibration analysis, data encoding, and certification. Therefore, designing an efficient data representation technology is of particular importance. Off-axis holograms have very different signal properties with respect to regular imagery, because they represent a recorded interference pattern with its energy biased toward the high-frequency bands. This causes traditional images' coders, which assume an underlying 1 /f~2 power spectral density distribution, to perform suboptimally for this type of imagery. We propose a JPEG 2000-based codec framework that provides a generic architecture suitable for the compression of many types of off-axis holograms. This framework has a JPEG 2000 codec at its core, extended with (1) fully arbitrary wavelet decomposition styles and (2) directional wavelet transforms. Using this codec, we report significant improvements in coding performance for off-axis holography relative to the conventional JPEG 2000 standard, with Bjontegaard delta-peak signal-to-noise ratio improvements ranging from 1.3 to 11.6 dB for lossy compression in the 0.125 to 2.00 bpp range and bit-rate reductions of up to 1.6 bpp for lossless compression.
机译:随着现代计算和成像技术的出现,数字全息术已在各种科学学科中得到广泛应用,例如显微镜,干涉测量,表面形状测量,振动分析,数据编码和认证。因此,设计有效的数据表示技术尤为重要。相对于常规图像,离轴全息图具有非常不同的信号属性,因为离轴全息图代表记录的干涉图,其能量偏向高频频段。这会导致传统的图像编码器(假设基本的1 / f〜2功率谱密度分布)对于此类图像表现欠佳。我们提出了一个基于JPEG 2000的编解码器框架,该框架提供了适用于多种类型的离轴全息图压缩的通用体系结构。此框架的核心是JPEG 2000编解码器,并扩展了(1)完全任意的小波分解样式和(2)定向小波变换。使用此编解码器,我们报告了相对于常规JPEG 2000标准,离轴全息术的编码性能有了显着改善,Bjontegaard德尔塔峰值信噪比从1.3降低到11.6 dB,有损压缩从0.125到2.00。 bpp范围和最大1.6 bpp的比特率降低,实现了无损压缩。

著录项

  • 来源
    《Optical engineering》 |2014年第12期|123102.1-123102.13|共13页
  • 作者单位

    Vrije Universiteit Brussel, Department of Electronics and Informatics (ETRO), Pleinlaan 2, 1050 Brussels, Belgium,iMinds, Department of Multimedia Technologies (MMT), Gaston Crommenlaan 8 (box 102), 9050 Ghent, Belgium;

    Vrije Universiteit Brussel, Department of Electronics and Informatics (ETRO), Pleinlaan 2, 1050 Brussels, Belgium,iMinds, Department of Multimedia Technologies (MMT), Gaston Crommenlaan 8 (box 102), 9050 Ghent, Belgium;

    Vrije Universiteit Brussel, Brussels Photonics Team (B-PHOT), Pleinlaan 2, 1050 Brussels, Belgium;

    Vrije Universiteit Brussel, Department of Electronics and Informatics (ETRO), Pleinlaan 2, 1050 Brussels, Belgium,iMinds, Department of Multimedia Technologies (MMT), Gaston Crommenlaan 8 (box 102), 9050 Ghent, Belgium;

    Vrije Universiteit Brussel, Department of Electronics and Informatics (ETRO), Pleinlaan 2, 1050 Brussels, Belgium,iMinds, Department of Multimedia Technologies (MMT), Gaston Crommenlaan 8 (box 102), 9050 Ghent, Belgium;

  • 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

    wavelet; JPEG 2000; holography; packet decomposition; directional transform; image compression;

    机译:小波JPEG 2000;全息术包分解;定向变换图像压缩;

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