跳到主要导航 跳到搜索 跳到主要内容

A fast digital image correlation method for deformation measurement

  • Bing Pan*
  • , Kai Li
  • *此作品的通讯作者
  • Shanghai University

科研成果: 期刊稿件 › 文章 › 同行评审

摘要

Fast and high-accuracy deformation analysis using digital image correlation (DIC) has been increasingly important and highly demanded in recent years. In literature, the DIC method using the NewtonRapshon (NR) algorithm has been considered as a gold standard for accurate sub-pixel displacement tracking, as it is insensitive to the relative deformation and rotation of the target subset and thus provides highest sub-pixel registration accuracy and widest applicability. A significant drawback of conventional NR-algorithm-based DIC method, however, is its extremely huge computational expense. In this paper, a fast DIC method is proposed deformation measurement by effectively eliminating the repeating redundant calculations involved in the conventional NR-algorithm-based DIC method. Specifically, a reliability-guided displacement scanning strategy is employed to avoid time-consuming integerpixel displacement searching for each calculation point, and a pre-computed global interpolation coefficient look-up table is utilized to entirely eliminate repetitive interpolation calculation at sub-pixel locations. With these two approaches, the proposed fast DIC method substantially increases the calculation efficiency of the traditional NR-algorithm-based DIC method. The performance of proposed fast DIC method is carefully tested on real experimental images using various calculation parameters. Results reveal that the computational speed of the present fast DIC is about 120200 times faster than that of the traditional method, without any loss of its measurement accuracy

源语言英语
页(从-至)841-847
页数7
期刊Optics and Lasers in Engineering
卷49
期7
DOI
出版状态已出版 - 7月 2011

学术指纹

探究 'A fast digital image correlation method for deformation measurement' 的科研主题。它们共同构成独一无二的学术指纹。

引用此