• DocumentCode
    3312362
  • Title

    Adaptive detection method of degraded parameters in motion blur image

  • Author

    Wang Wei ; Zheng Jin-jin ; Liu Xing ; Shen Lian-guan ; Zhou Hong-jun

  • Author_Institution
    Dept. of Precision Machinary & Precision Instrum., Univ. of Sci. & Technol. of China, Hefei, China
  • Volume
    4
  • fYear
    2011
  • fDate
    26-28 July 2011
  • Firstpage
    2158
  • Lastpage
    2162
  • Abstract
    Image restoration technique is an important method to improve the quality of image in flights photograph and machine vision. On account of blur emerge in relative motion and other condition, the paper analyse its mathematic principle, then for each motion pattern we adopt different deblurring method. Be concrete, we first judge the type of motion, for linear motion blur we take both hough transform and error-parameter to estimate the blur parameters, yet for rotate motion blur we take curve-fitting and polar transformation to estimate parameters. After that we apply Wiener filtering to recover image and improve image quality. We perform experiments with linear motion blur parameter (30, 70) and rotate motion blur parameter ((128,128), 20°). The contrast results of the experiments indicate that the algorithm can enhance image quality effectively. Compared with traditional handling, ours have the advantage of being high precision, robustness and speediness..
  • Keywords
    Hough transforms; Wiener filters; computer vision; curve fitting; image restoration; Hough transform; Wiener filtering; adaptive detection method; curve fitting; deblurring method; flight photograph; image quality; image restoration; linear motion blur parameter; machine vision; mathematic principle; motion blur image; motion pattern; parameter estimation; polar transformation; Adaptive algorithms; Image edge detection; Image restoration; Mathematical model; PSNR; Transfer functions; Transforms; Hough transform; Point Spread Function (PSF); center fitting; error-parameter; motion blur;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-61284-180-9
  • Type

    conf

  • DOI
    10.1109/FSKD.2011.6019956
  • Filename
    6019956