High-Order Time-Domain DIC Algorithm Based on a Nonlinear Optical Flow Equation

IF 1.5 4区 工程技术 Q3 ENGINEERING, MECHANICAL Experimental Techniques Pub Date : 2023-06-07 DOI:10.1007/s40799-023-00658-w
S. Dai, Y. Xiao, Y. Wu, X. Wen
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Abstract

To resolve high-precision deformation from low-quality speckle images, a high-order time-domain digital image correlation algorithm is proposed. This algorithm is based on the nonlinear optical flow equation for low-quality speckle images collected in extreme testing environments. A subpixel displacement image containing Gaussian white noise is established by using the simulated speckle method. The displacement of the high-order time-domain digital image correlation algorithm is solved by the least squares iteration method, and the test accuracy of the proposed algorithm is analyzed. The results show that the nonlinear optical flow equation can describe the time continuity of pixel gray level changes before and after deformation. The proposed algorithm can also analyze the velocity and acceleration term of deformation. The high-order time-domain digital image correlation algorithm is insensitive to the change in image grayscale and has high measurement accuracy. Therefore, this method can solve the problem of resolving high-precision deformation from low-quality speckle images.

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基于非线性光流方程的高阶时域 DIC 算法
为了从低质量斑点图像中解析高精度变形,提出了一种高阶时域数字图像相关算法。该算法基于非线性光流方程,适用于在极端测试环境中采集的低质量斑点图像。利用模拟斑点法建立了包含高斯白噪声的子像素位移图像。利用最小二乘迭代法求解了高阶时域数字图像相关算法的位移,并分析了所提算法的测试精度。结果表明,非线性光流方程可以描述变形前后像素灰度级变化的时间连续性。所提出的算法还能分析形变的速度和加速度项。高阶时域数字图像相关算法对图像灰度变化不敏感,测量精度高。因此,这种方法可以解决从低质量斑点图像中解析高精度形变的问题。
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来源期刊
Experimental Techniques
Experimental Techniques 工程技术-材料科学:表征与测试
CiteScore
3.50
自引率
6.20%
发文量
88
审稿时长
5.2 months
期刊介绍: Experimental Techniques is a bimonthly interdisciplinary publication of the Society for Experimental Mechanics focusing on the development, application and tutorial of experimental mechanics techniques. The purpose for Experimental Techniques is to promote pedagogical, technical and practical advancements in experimental mechanics while supporting the Society''s mission and commitment to interdisciplinary application, research and development, education, and active promotion of experimental methods to: - Increase the knowledge of physical phenomena - Further the understanding of the behavior of materials, structures, and systems - Provide the necessary physical observations necessary to improve and assess new analytical and computational approaches.
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