DIGITAL SPECKLE CORRELATION METHOD IMPROVED BY GENETIC ALGORITHM

被引:0
|
作者
Ma Shaopeng~(1
机构
基金
中国国家自然科学基金;
关键词
digital speckle correlation method; genetic algorithm; deformation measurement;
D O I
暂无
中图分类号
TP273 [自动控制、自动控制系统];
学科分类号
080201 ; 0835 ;
摘要
The digital speckle correlation method is an important optical metrology for sur-face displacement and strain measurement.With this technique,the whole field deformation in-formation can be obtained by tracking the geometric points on the speckle images based on acorrelation-matching search technique.However,general search techniques suffer from great com-putational complexity in the processing of speckle images with large deformation and the largerandom errors in the processing of images of bad quality.In this paper,an advanced approachbased on genetic algorithms (GA) for correlation-matching search is developed.Benefiting fromthe abilities of global optimum and parallelism searching of GA,this new approach can completethe correlation-matching search with less computational consumption and at high accuracy.Twoexperimental results from the simulated speckle images have proved the efficiency of the newapproach.
引用
收藏
页码:366 / 373
页数:8
相关论文
共 50 条
  • [21] Damage evolution inspection of rock using digital speckle correlation method (DSCM)
    Ma, Shaopeng
    Wang, Laigui
    Jin, Guanchang
    Experimental Mechanics in Nano and Biotechnology, Pts 1 and 2, 2006, 326-328 : 1117 - 1120
  • [22] Initialization method of genetic algorithm based on improved clustering algorithm
    Li, Hao
    Jiang, Xuesong
    Wei, Xiumei
    PROCEEDINGS OF THE 2022 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2022, 2022, : 447 - 450
  • [23] Application of digital speckle correlation method to measure fracture toughness of foil material
    Wang, HW
    Kang, YL
    Fu, DH
    Zhang, ZF
    OPTICAL TECHNOLOGY AND IMAGE PROCESSING FOR FLUIDS AND SOLIDS DIAGNOSTICS 2002, 2002, 5058 : 302 - 306
  • [24] An Improved Correlation Electromagnetic Analysis Based On Genetic Algorithm Optimization
    Sun, Shaofei
    Zhang, Hongxin
    Cheng, Weijun
    Dong, Liang
    Wang, Yang
    Cui, Xiaotong
    2019 IEEE INTERNATIONAL WORKSHOP ON ELECTROMAGNETICS: APPLICATIONS AND STUDENT INNOVATION COMPETITION (IWEM2019), 2019,
  • [25] Strain measurement of SU-8 photoresist by a digital image correlation method with a hybrid genetic algorithm
    Hwang, Shun-Fa
    Horn, Jhih-Te
    Wang, Hou-Jiun
    OPTICS AND LASERS IN ENGINEERING, 2008, 46 (03) : 281 - 289
  • [26] Full-field deformation measurement of fiber composite pressure vessel using digital speckle correlation method
    Yao, XF
    Meng, LB
    Jin, JC
    Yeh, HY
    POLYMER TESTING, 2005, 24 (02) : 245 - 251
  • [27] Compression strain measurement by digital speckle correlation
    Zhang, D
    Zhang, X
    Cheng, G
    EXPERIMENTAL MECHANICS, 1999, 39 (01) : 62 - 65
  • [28] Noncontacting extensometer using digital speckle correlation
    Yamaguchi, Ichirou
    Kobayashi, Koichi
    Ida, Takashi
    Yokota, Masayuki
    MATERIALS EVALUATION, 2006, 64 (07) : 724 - 730
  • [29] Compression strain measurement by digital speckle correlation
    D. Zhang
    X. Zhang
    G. Cheng
    Experimental Mechanics, 1999, 39 : 62 - 65
  • [30] An improved GB decomposition method based on genetic algorithm
    Yin Yao-Tian
    Wei Wen-Bo
    Ye Gao-Feng
    Jin Sheng
    Dong Hao
    CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2012, 55 (02): : 671 - 682