• DocumentCode
    535891
  • Title

    Research on Image Process Based on GA in Conoscopic Holography Measurement

  • Author

    Cui Shi-gang ; Ren Shu-yan ; Zhao Li ; Meng Qing-guo

  • Author_Institution
    Tianjin Keylaboratory of Inf. Sensing & Intell. Control, Tianjin Univ. of Technol. & Educ., Tianjin, China
  • Volume
    2
  • fYear
    2010
  • fDate
    23-24 Oct. 2010
  • Firstpage
    473
  • Lastpage
    477
  • Abstract
    To resolve the difficulty in processing fringe image with heavy noise and low contrast in non-contact measurement based on conoscopic holography, B-splines function is calculated to approximate the phase from a single closed fringe pattern by conoscopic holography, which is fitted over the sub-image obtained from every space interval in a scanning window. Instead of fringe frequency used before, unwrap phase in the whole scanning window is acquired to improve the precision of measurement. The parameter optimization of fitness is achieved by multiple application of a genetic algorithm (GA). Experiment on an emulation fringe pattern without noise and with 20% noise separately, results show this method can offer high measuring accuracy with high noise immunity.
  • Keywords
    genetic algorithms; holography; image processing; photometry; splines (mathematics); B-splines function; conoscopic holography; emulation fringe pattern; fringe image processing; genetic algorithm; parameter optimization; phase approximation; Current measurement; Frequency measurement; Gallium; Holography; Noise; Optical variables measurement; Spline; B-splines function; conoscopic holography; fringe image; genetic algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence and Computational Intelligence (AICI), 2010 International Conference on
  • Conference_Location
    Sanya
  • Print_ISBN
    978-1-4244-8432-4
  • Type

    conf

  • DOI
    10.1109/AICI.2010.219
  • Filename
    5655068