• DocumentCode
    398329
  • Title

    Super-resolution image restoration from several blurred images formed in various conditions

  • Author

    Zakharov, Igor ; Dovnar, Dmitry ; Lebedinsky, Yury

  • Author_Institution
    Inst. of Appl. Opt., Nat. Acad. of Sci., Belarus
  • Volume
    2
  • fYear
    2003
  • fDate
    14-17 Sept. 2003
  • Abstract
    A high-resolution restoration method from several blurred images formed in various conditions of object illumination, for example, by imposing a periodical grating on the object is proposed. The possibility of super-resolution is based on an interference of spatial frequencies of the object and the grating. In this case information about high object frequencies may be restored from differential spatial low-frequencies, which have much better transmission than initial high frequencies of the object. The method is based on the optimal linear algorithm of the solution of a Fredholm´s integral equation of the fist kind. The algorithm is good for reconstruction of the object from images blurred by atmosphere, diffraction, moving, sampling. The validity of the proposed method is both theoretically and experimentally demonstrated.
  • Keywords
    Fredholm integral equations; diffraction gratings; image resolution; image restoration; Fredholm´s integral equation; blurred image; object reconstruction; optimal linear algorithm; periodical object grating; spatial frequency interference; super-resolution image restoration; Atmosphere; Frequency; Gratings; Image reconstruction; Image resolution; Image restoration; Integral equations; Interference; Lighting; Spatial resolution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-7750-8
  • Type

    conf

  • DOI
    10.1109/ICIP.2003.1246680
  • Filename
    1246680