Shao Xinxing, Dai Xiangjun, Chen Zhenning, He Xiaoyuan
Appl Opt. 2016 Feb 1;55(4):696-704. doi: 10.1364/AO.55.000696.
In industrial measurements and online monitoring, full-field and high-efficiency deformation analysis has been increasingly important and highly demanded in recent years. In this paper, a fast three-dimensional digital image correlation (3D-DIC) method was proposed to implement real-time measurement. Two improvements were suggested to accelerate the computation speed without sacrificing the accuracy. First, an efficient inverse compositional Gauss-Newton (IC-GN) algorithm was developed to avoid redundant computation. Moreover, a seed point-based parallel method was extended for 3D-DIC to achieve parallel computation and faster convergence speed. The detailed process of the real-time measurement using the proposed method was also introduced. Benefiting from the efficient IC-GN algorithm and parallel processing software we developed, full-field, real-time 3D deformation monitoring was realized at a frame rate of 10 frames/s with resolution of 5000 points per frame. For validation, the displacement field of a four-point bending beam was determined by the real-time 3D-DIC. As an application, the real-time human pulse diagnosis was also performed based on the presented technique. Experimental results verify that the proposed real-time 3D-DIC is practicable and effective for traditional Chinese medicine.
在工业测量和在线监测中,近年来全场高效变形分析变得越来越重要且需求旺盛。本文提出了一种快速三维数字图像相关(3D-DIC)方法以实现实时测量。提出了两项改进措施来在不牺牲精度的情况下加快计算速度。首先,开发了一种高效的逆合成高斯-牛顿(IC-GN)算法以避免冗余计算。此外,将一种基于种子点的并行方法扩展到3D-DIC以实现并行计算并加快收敛速度。还介绍了使用所提方法进行实时测量的详细过程。受益于我们开发的高效IC-GN算法和并行处理软件,以每秒10帧的帧率、每帧5000点的分辨率实现了全场实时三维变形监测。为进行验证,通过实时3D-DIC确定了四点弯曲梁的位移场。作为一项应用,还基于所提技术进行了实时人体脉搏诊断。实验结果验证了所提实时3D-DIC对中医而言是可行且有效的。