• DocumentCode
    2229905
  • Title

    Image distortion correction algorithm based on lattice array coordinate projection

  • Author

    Luo, Xiao ; Han, Baoling ; Baoling Han ; Zhao, Xiaochuan

  • Author_Institution
    Sch. of Mechatronical Eng., Beijing Inst. of Technol., Beijing, China
  • Volume
    2
  • fYear
    2010
  • fDate
    20-22 Aug. 2010
  • Abstract
    In order to improve the accuracy of image detection and target recognition, this paper presents an image distortion correction algorithm based on quadrilateral fractal approach controlling points. This method uses standard lattice image to be the measuring target, determines the coordinate by combining mathematical morphology and sliding neighborhood operation, and then Adopt simple linear regression analysis for optical center and establish coordinate system, finally proposes Two-step and one-dimensional gray linear interpolation backward mapping algorithm to define the pixel intensity. An image acquisition hardware system is designed contains TMS320DM6437 and taking a building as target. Experiments with above method have shown that this algorithm can correct distortion in short time without loss edge information.
  • Keywords
    data acquisition; image processing; mathematical morphology; object detection; regression analysis; edge information; image acquisition hardware system; image distortion correction algorithm; lattice array coordinate projection; linear regression analysis; mathematical morphology; quadrilateral fractal; target recognition; Adaptive optics; Optical control; Optical distortion; Optical imaging; correction; image distortion; machine vision;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Computer Theory and Engineering (ICACTE), 2010 3rd International Conference on
  • Conference_Location
    Chengdu
  • ISSN
    2154-7491
  • Print_ISBN
    978-1-4244-6539-2
  • Type

    conf

  • DOI
    10.1109/ICACTE.2010.5579608
  • Filename
    5579608