{"title":"High-Order Time-Domain DIC Algorithm Based on a Nonlinear Optical Flow Equation","authors":"S. Dai, Y. Xiao, Y. Wu, X. Wen","doi":"10.1007/s40799-023-00658-w","DOIUrl":null,"url":null,"abstract":"<p>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.</p>","PeriodicalId":553,"journal":{"name":"Experimental Techniques","volume":"48 2","pages":"259 - 271"},"PeriodicalIF":1.5000,"publicationDate":"2023-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Experimental Techniques","FirstCategoryId":"5","ListUrlMain":"https://link.springer.com/article/10.1007/s40799-023-00658-w","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, MECHANICAL","Score":null,"Total":0}
引用次数: 0
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.
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.