Chinese Optics Letters, Volume. 2, Issue 10, 10574(2004)

The improved genetic algorithms for digital image correlation method

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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    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.

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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

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    Paper Information

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    Received: Jun. 14, 2004

    Accepted: --

    Published Online: Jun. 6, 2006

    The Author Email: Haiqing Yan (haiqingyan@yahoo.com.cn)

    DOI:

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