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New visualization method for high dynamic range images in low dynamic range devices

机译:低动态范围设备中高动态范围图像的新可视化方法

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摘要

Various tone reproduction operators have been proposed to display high dynamic range images on low dynamic range (LDR) devices. The gradient domain operator is a good candidate due to its capability of reducing the dynamic range and avoiding common artifacts including halos and loss of image details. However the gradient domain operator requires high computational complexity and often introduces low-frequency artifacts such as reversal of contrast between distant image patches. In order to solve these problems we present a new gradient domain tone reproduction method which adopts an energy functional with two terms one for preserving global contrast and the other for enhancing image details. In the proposed method the LDR image is obtained by minimizing the proposed energy functional through a numerical method. Simulation results demonstrate that the proposed method can not only achieve the significantly reduced computational complexity but also exhibit better visual quality as compared with conventional algorithms.
机译:已经提出了各种音调再现操作器以在低动态范围(LDR)设备上显示高动态范围图像。梯度域算子具有减小动态范围并避免常见伪像(包括光晕和图像细节损失)的能力,因此是不错的选择。但是,梯度域算子需要很高的计算复杂度,并且经常引入低频伪像,例如,远距离图像斑块之间的对比度反转。为了解决这些问题,我们提出了一种新的梯度域色调再现方法,其采用具有两个项的能量函数,一个项用于保持全局对比度,另一个项用于增强图像细节。在提出的方法中,通过使用数值方法使提出的能量函数最小化来获得LDR图像。仿真结果表明,与传统算法相比,该方法不仅可以显着降低计算复杂度,而且具有更好的视觉效果。

著录项

  • 来源
    《Optical engineering》 |2011年第10期|p.107005.1-107005.7|共7页
  • 作者单位

    Korea University Department of Electrical Engineering Anam-Dong, Sungbuk-Ku, Seoul, 136-701 Republic of Korea;

    Korea University Department of Electrical Engineering Anam-Dong, Sungbuk-Ku, Seoul, 136-701 Republic of Korea;

    Korea University Department of Electrical Engineering Anam-Dong, Sungbuk-Ku, Seoul, 136-701 Republic of 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

    tone reproduction; high dynamic range image; gradient domain; conjugate-gradient method;

    机译:音调再现;高动态范围图像;梯度域共轭梯度法;

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