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首页> 外文期刊>Optics and Lasers in Engineering >Dynamic deformation image de-blurring and image processing for digital imaging correlation measurement
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Dynamic deformation image de-blurring and image processing for digital imaging correlation measurement

机译:用于数字成像相关性测量的动态变形图像去模糊和图像处理

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摘要

This paper proposes a method for de-blurring of images captured in the dynamic deformation of materials. De blurring is achieved based on the dynamic-based approach, which is used to estimate the Point Spread Function (PSF) during the camera exposure window. The deconvolution process involving iterative matrix calculations of pixels, is then performed on the GPU to decrease the time cost. Compared to the Gauss method and the Lucy Richardson method, it has the best result of the image restoration. The proposed method has been evaluated by using the Hopkinson bar loading system. In comparison to the blurry image, the proposed method has successfully restored the image. It is also demonstrated from image processing applications that the de-blurring method can improve the accuracy and the stability of the digital imaging correlation measurement. (C) 2017 Published by Elsevier Ltd.
机译:本文提出了一种对材料动态变形过程中捕获的图像进行模糊处理的方法。基于基于动态的方法可以实现去模糊,该方法用于在相机曝光窗口期间估计点扩展函数(PSF)。然后在GPU上执行涉及像素迭代矩阵计算的反卷积过程,以减少时间成本。与高斯方法和露西·理查森方法相比,它具有最佳的图像恢复效果。通过使用Hopkinson钢筋加载系统对提出的方法进行了评估。与模糊图像相比,所提出的方法已成功恢复了图像。从图像处理应用还证明,去模糊方法可以提高数字成像相关性测量的准确性和稳定性。 (C)2017由Elsevier Ltd.发布

著录项

  • 来源
    《Optics and Lasers in Engineering》 |2017年第11期|23-30|共8页
  • 作者单位

    Northwestern Polytech Univ, Sch Aeronaut, Xian 710072, Shaanxi, Peoples R China;

    Northwestern Polytech Univ, Sch Aeronaut, Xian 710072, Shaanxi, Peoples R China;

    Northwestern Polytech Univ, Sch Aeronaut, Xian 710072, Shaanxi, Peoples R China;

    Northwestern Polytech Univ, Sch Aeronaut, Xian 710072, Shaanxi, Peoples R China;

    Northwestern Polytech Univ, Sch Aeronaut, Xian 710072, Shaanxi, Peoples R China;

  • 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

    Dynamic deformation; PSF; Digital image correlation; Hopkinson bar;

    机译:动态变形;PSF;数字图像相关;霍普金森棒;

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