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使用便携式数字全息相机对陶瓷餐具进行无噪声缺陷检测。

Noise free defect detection in ceramic tableware using a portable digital holographic camera.

作者信息

Pensia Lavlesh, Dwivedi Gaurav, Singh Omendra, Kumar Raj

出版信息

Appl Opt. 2022 Feb 10;61(5):B181-B189. doi: 10.1364/AO.444782.

Abstract

This paper describes detection of cracks in ceramic tableware using a portable digital holographic camera working on the principle of double-exposure digital holographic interferometry. Digital image processing techniques are applied on amplitude and phase information obtained from the numerically reconstructed wavefronts of the test object to locate position of the defect. Speckles generated due to illumination of the rough surface of the ceramic cup with the coherent light source deteriorate quality of the interferometric phase. Several iterations of the averaging filter with optimized kernel size are applied on sine and cosine components of the interferometric phase to minimize the speckle noise. The effect of kernel size of the matrix used in the averaging filter on quality of the interferometric phase is analyzed by evaluating the signal-to-noise ratio. The experimentally obtained size of crack on a ceramic cup (0.08 mm) is validated by a mechanical profiler with an error of 6.6%. This study may help in improving the quality criteria of tableware items.

摘要

本文描述了使用基于双曝光数字全息干涉测量原理的便携式数字全息相机检测陶瓷餐具中的裂纹。数字图像处理技术应用于从测试对象的数值重建波前获得的幅度和相位信息,以定位缺陷位置。由于用相干光源照射陶瓷杯粗糙表面而产生的散斑会降低干涉相位的质量。对干涉相位的正弦和余弦分量应用几次具有优化内核大小的平均滤波器迭代,以最小化散斑噪声。通过评估信噪比来分析平均滤波器中使用的矩阵内核大小对干涉相位质量的影响。用机械轮廓仪验证了在陶瓷杯上实验获得的裂纹尺寸(0.08毫米),误差为6.6%。这项研究可能有助于提高餐具的质量标准。

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