• DocumentCode
    557686
  • Title

    An efficient classification based image interpolation algorithm

  • Author

    Liu, Liu ; Chen, Yue ; Yan, Bo

  • Author_Institution
    Sch. of Comput. Sci., Fudan Univ., Shanghai, China
  • Volume
    2
  • fYear
    2011
  • fDate
    15-17 Oct. 2011
  • Firstpage
    1063
  • Lastpage
    1066
  • Abstract
    This paper proposes a new classification based image interpolation method for constructing high resolution (HR) images. Firstly, the Canny operator is employed to get accurate edge pixels. Then, the pixels to be interpolated are divided into three classes where each uses a different interpolation method. Simulation results indicate that the quality of HR images interpolated with our method outperform others in terms of PSNR.
  • Keywords
    image classification; interpolation; Canny operator; classification based image interpolation algorithm; high resolution image; interpolation method; Bismuth; Image edge detection; PSNR;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2011 4th International Congress on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-9304-3
  • Type

    conf

  • DOI
    10.1109/CISP.2011.6100302
  • Filename
    6100302
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=557686