• Chinese Optics Letters
  • Vol. 2, Issue 10, 10574 (2004)
Chen Tang1, Ming Liu1, Haiqing Yan1、*, Guimin Zhang1, and Zhanqing Chen2
Author Affiliations
  • 1Department of Applied Physics, University of Tianjin, Tianjin 300072
  • 2Department of Mechanical Engineering and Automation, Harbin Institute of Technology, Harbin 150001
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    Chen Tang, Ming Liu, Haiqing Yan, Guimin Zhang, Zhanqing Chen. The improved genetic algorithms for digital image correlation method[J]. Chinese Optics Letters, 2004, 2(10): 10574 Copy Citation Text show less

    Abstract

    We present a global optimization method, called the genetic algorithms (GAs), for digital image/speckle correlation (DISC). The new algorithms do not involve reasonable initial guess of displacement and deformation gradient and the calculation of second-order spatial derivatives of the digital images, which are important challenges in practical implementation of DISC. The performance of a GA depends largely on the selection of the genetic operators. We test various operators and propose optimal operators. The algorithms are then verified using simulated images and experimental speckle images.
    Chen Tang, Ming Liu, Haiqing Yan, Guimin Zhang, Zhanqing Chen. The improved genetic algorithms for digital image correlation method[J]. Chinese Optics Letters, 2004, 2(10): 10574
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