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Underwater Range-Gated Laser Imaging Enhancement based on Contrast Limited Adaptive Histogram Equalization

机译:基于对比度受限的自适应直方图均衡化的水下距离门激光成像增强

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摘要

Underwater range-gated laser imaging (URGLI) still has some problems like un-uniform light, low brightness and contrast. To solve the problems, a variant of adaptive histogram equalization called contrast limited adaptive histogram equalization (CLAHE) is proposed in this paper. In experiment, using the CLAHE and HE to enhance the images, and evaluate the quality of enhanced images by peak signal to noise ratio (PSNR) and contrast. The result shows that the HE gets the images over-enhanced, while the CLAHE has a good enhancement with compressing the over-enhancement and the influence of un-uniform light. The experimental results demonstrate that the CLAHE has a good result of image enhancement for target detection by underwater range-gated laser imaging system.
机译:水下距离选通激光成像(URGLI)仍然存在一些问题,例如光线不均匀,亮度低和对比度低。为了解决这些问题,本文提出了一种自适应直方图均衡的变体,称为对比度受限自适应直方图均衡(CLAHE)。在实验中,使用CLAHE和HE增强图像,并通过峰值信噪比(PSNR)和对比度评估增强图像的质量。结果表明,HE使图像得到了增强,而CLAHE在压缩过度增强和光线不均匀的影响方面具有很好的增强作用。实验结果表明,CLAHE在水下测距激光成像系统的目标检测中具有良好的图像增强效果。

著录项

  • 来源
    《Optoelectronic imaging and multimedia technology IV》|2016年|1002015.1-1002015.6|共6页
  • 会议地点 Beijing(CN)
  • 作者单位

    Optoelectronic System Laboratory, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083, China;

    Optoelectronic System Laboratory, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083, China;

    Optoelectronic System Laboratory, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083, China;

    Optoelectronic System Laboratory, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083, China;

    Optoelectronic System Laboratory, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083, China;

    Optoelectronic System Laboratory, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083, China;

    Optoelectronic System Laboratory, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083, China;

    Optoelectronic System Laboratory, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083, China;

    Optoelectronic System Laboratory, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083, China,College of Materials Science and Opto-Electronic Technology, University of Chinese Academy of Sciences, Beijing 100049, China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Underwater range-gated; Histogram Equalization; laser imaging;

    机译:水下射门直方图均衡;激光成像;

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