• DocumentCode
    1790422
  • Title

    Directionally adaptive cubic-spline interpolation using optimized interpolation kernel and edge orientation for mobile digital zoom system

  • Author

    Qiqin Dai ; Katsaggelos, Aggelos K. ; Soohwan Yu ; Wonseok Kang ; Jaehwan Jeon ; Joonki Paik

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Northwestern Univ., Evanston, IL, USA
  • fYear
    2014
  • fDate
    22-25 June 2014
  • Firstpage
    1
  • Lastpage
    2
  • Abstract
    This paper presents a novel directionally adaptive cubic-spline interpolation method which is applicable to mobile camera digital zoom systems. The problems of conventional (linear and cubic-spline) and advanced interpolation exhibit blurring and jagging artifacts in the digitally zoomed image. To solve this problem, the proposed method performs directionally adaptive interpolation using the optimal interpolation kernel according to the edge orientation. Experimental results show that the proposed method successfully enlarges images with reduced interpolation artifacts compared with both conventional and advanced interpolation methods. Objective evaluation reveals that the proposed method gives higher peak signal to noise ratio (PSNR) and structural similarity (SSIM) figures.
  • Keywords
    cameras; edge detection; image restoration; interpolation; PSNR; SSIM figure; advanced interpolation; blurring artifact; conventional interpolation; digitally-zoomed image; directionally-adaptive cubic-spline interpolation method; edge orientation; jagging artifact; linear interpolation; mobile camera digital zoom systems; optimized interpolation kernel; peak signal-to-noise ratio; reduced interpolation artifacts; structural similarity figure; Adaptive systems; Cameras; Image edge detection; Interpolation; Kernel; Mobile communication; PSNR; digital zooming; directionally adaptive interpolation; interpolation kernel estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics (ISCE 2014), The 18th IEEE International Symposium on
  • Conference_Location
    JeJu Island
  • Type

    conf

  • DOI
    10.1109/ISCE.2014.6884434
  • Filename
    6884434