• DocumentCode
    431429
  • Title

    Blind Image Deconvolution Using Support Vector Regression

  • Author

    Li, Dalong ; Mersereau, Russell M. ; Simske, Steven

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
  • Volume
    2
  • fYear
    2005
  • fDate
    March 18-23, 2005
  • Firstpage
    113
  • Lastpage
    116
  • Keywords
    deconvolution; image restoration; learning (artificial intelligence); optical transfer function; regression analysis; support vector machines; ISNR; PSF; blind deblurring tests; blind image deconvolution; improvement of signal to noise ratio; machine learning; noise energy; noisy blurred image restoration; point spread function; support vector regression; training set; Convolution; Deconvolution; Degradation; Image restoration; Iterative algorithms; Laboratories; Machine learning algorithms; Signal restoration; Signal to noise ratio; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8874-7
  • Type

    conf

  • DOI
    10.1109/ICASSP.2005.1415354
  • Filename
    1415354
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=431429