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| 一种基于预变形辅助前向加性高斯牛顿法的数字图像相关方法 |
| A digital image correlation method based on pre-deformation forward additive gauss-newton method |
| Received:January 06, 2022 Revised:January 19, 2022 |
| DOI：10.7520/1001-4888-22-005 |
| 中文关键词: 数字图像相关 预变形 非均匀变形 |
| 英文关键词:digital image correlation pre-deformation non-uniform deformation |
| 基金项目:国家自然科学基金面上项目(12172254)资助 |
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| 中文摘要: |
| 尽管数字图像相关(Digital Image Correlation, DIC)方法已经取得了显著进展,但提高DIC的测量精度仍然是关键问题之一,特别是在非均匀变形条件下。本文将变形分解为预变形和后变形两部分,进而将DIC位移求解过程分解为两个子过程：预变形估计和后变形迭代。借助预变形辅助策略将前向加性高斯牛顿(Forward Additive Gauss-Newton, FA-GN) 算法推广为pFA-GN (Pre-deformation FA-GN, pFA-GN) 算法。数值实验结果表明,本文提出的pFA-GN算法显著提高了DIC在非均匀变形条件下的测量精度。 |
| 英文摘要: |
| Although digital image correlation (DIC) has made significant progress, further improving the measurement accuracy of DIC is still one of the focuses, especially under non-uniform deformation. This paper decomposes the deformation into pre-deformation and post-deformation, and then the DIC displacement solution process will be decomposed into two sub-processes, pre-deformation estimation and post-deformation iteration. Forward Additive Gauss-Newton (FA-GN) algorithm is generalized as Pre-deformation FA-GN (pFA-GN) algorithm by means of pre-deformation assistance strategy. Numerical experiment results show that the proposed pFA-GN algorithm significantly improves the measurement accuracy of DIC under non-uniform deformation. |
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