Wen Yuxin, Wang Jianli, Zheng Le, Chen Song, An Haoming, Li Long, Long Yu
Opt Express. 2024 Mar 25;32(7):11654-11664. doi: 10.1364/OE.516975.
The measurement accuracy of digital image correlation (DIC) is influenced by the quality of the speckle pattern. Although various models for generating random speckle patterns have been well discussed, obtaining appropriate speckle images with isotropic quality and performance could be a challenging issue in DIC. In this paper, we propose a novel (to our knowledge) method for generating speckle patterns based on modified Conway's game of life (GoL). By sequentially assembling the speckle patterns generated from the modified GoL, we produced the GoL speckle image. Then, verification and comparison experiments were conducted through pure in-plane translations. The results show that the generated speckle image which was resized with =6 =2 processing and subsequently fuzzified using a Gaussian filter, produces the best accuracy for DIC measurement. Furthermore, based on the rigid body in-plane rotation displacement tests in the physical experimental results of three different speckle images, the GoL speckle generated from our proposed method shows the smallest measurement error. This indicates that the proposed speckle patterns generating method could provide a new type of speckle pattern with better quality and accuracy.
数字图像相关(DIC)的测量精度受散斑图案质量的影响。尽管已经对各种生成随机散斑图案的模型进行了充分讨论,但在DIC中获得具有各向同性质量和性能的合适散斑图像可能是一个具有挑战性的问题。在本文中,我们提出了一种基于改进的康威生命游戏(GoL)生成散斑图案的新颖方法(据我们所知)。通过依次组装从改进的GoL生成的散斑图案,我们制作了GoL散斑图像。然后,通过纯面内平移进行了验证和比较实验。结果表明,经过 =6 =2处理调整大小并随后使用高斯滤波器进行模糊处理的生成散斑图像,在DIC测量中产生的精度最高。此外,基于三种不同散斑图像的物理实验结果中的刚体面内旋转位移测试,我们提出的方法生成的GoL散斑显示出最小的测量误差。这表明所提出的散斑图案生成方法可以提供一种质量和精度更高的新型散斑图案。