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A gamma correction method based on constant-intensity images in phase-measuring profilometry

机译:基于相位测量轮廓测量法的恒强图像的伽马校正方法

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摘要

Phase-measuring profjlometry (PMP) is an important technique for image analysis in optical non-destructive testing (NOT). Its measurement accuracy is significantly affected by gamma distortion in the projector, which makes the projected sinusoidal fringe patterns non-sinusoidal. In order to address this issue, a generic gamma non-linearity model based on constant-intensity images is proposed in this paper. In the proposed model, system defocus and noise are considered and analysed. It is demonstrated through theoretical derivation that the constant-intensity images remain unchanged, with no additional frequency being produced. For this reason, system defocus is not modelled in the proposed gamma calibration model and the related defocus parameters need not be calculated, which reduces the complexity of the calculation. Any noise that exists in the optical measurement system is another main factor influencing the greyscale levels of the image. A mutual information (Ml)-based denoising method is proposed to reduce the noise and improve the accuracy of the gamma calibration. Furthermore, with the defocus analysis and the noise reducing method, a robust pixel-wise gamma calibration method is introduced. Fhe experimental results in this paper show that the proposed gamma calibration method is able to accurately calibrate the gamma non-linearity of the system. Moreover, the phase precision is significantly improved and a higher quality measurement is achieved for the measured surfaces.
机译:相位测量PROFJLOMERY(PMP)是光学非破坏性测试(不是)图像分析的重要技术。其测量精度受到投影仪中的伽马失真的显着影响,这使得投影正弦条纹图案非正弦曲线。为了解决这个问题,本文提出了一种基于恒定强度图像的通用伽马非线性模型。在提出的模型中,考虑和分析系统散焦和噪声。通过理论推导来证明恒定强度图像保持不变,没有产生额外的频率。因此,系统Defocus未在所提出的伽马校准模型中建模,并且不需要计算相关的散焦参数,这降低了计算的复杂性。光学测量系统中存在的任何噪声是影响图像灰度水平的另一个主要因素。基于相互信息(ML)的基于去噪方法,以降低噪声并提高伽马校准的准确性。此外,利用散焦分析和降噪方法,引入了一种坚固的像素 - 明智的伽马校准方法。本文实验结果表明,所提出的伽马校准方法能够精确校准系统的伽马非线性。此外,相位精度得到显着改善,并且对测量表面实现了更高的质量测量。

著录项

  • 来源
    《Insight》 |2020年第5期|256-263|共8页
  • 作者单位

    Institute for Aero-Engine Smart Assembly of Shaanxi Province Northwestern Polytechnical University 127 West Youyi Road Xi'an Shaanxi 710072 China;

    Institute for Aero-Engine Smart Assembly of Shaanxi Province Northwestern Polytechnical University 127 West Youyi Road Xi'an Shaanxi 710072 China;

    Institute for Aero-Engine Smart Assembly of Shaanxi Province Northwestern Polytechnical University 127 West Youyi Road Xi'an Shaanxi 710072 China;

    Institute for Aero-Engine Smart Assembly of Shaanxi Province Northwestern Polytechnical University 127 West Youyi Road Xi'an Shaanxi 710072 China;

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

    phase-measuring profilometry; gamma calibration; defocus; system noise;

    机译:相位测量的轮廓测定法;伽玛校准;散焦;系统噪声;

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