• DocumentCode
    394476
  • Title

    An efficient directional image interpolation method

  • Author

    Lu, Xiqun ; Hong, Paul S. ; Smith, Mark J T

  • Author_Institution
    Sch. of Comput. Sci., Zhejiang Univ., Hangzhou, China
  • Volume
    3
  • fYear
    2003
  • fDate
    6-10 April 2003
  • Abstract
    The paper introduces a new method for interpolation in which the angular orientation of image features is exploited to enhance subjective quality. This involves, as a first step, extracting the low frequency information and expanding its size in a parallel channel. The mid to high frequency information is decomposed directionally into angular subbands. The subbands are then interpolated to enhance edge definition and then recombined. Experimental results show that the subjective quality of the interpolation is improved relative to conventional methods. Moreover, the interpolation method, when combined with JPEG compression, enables significantly higher coding performance to be achieved at low bit-rates - bit-rates at which JPEG typically breaks down.
  • Keywords
    data compression; feature extraction; image coding; interpolation; JPEG compression; directional interpolation method; edge definition enhancement; feature extraction; image feature angular orientation; image interpolation; Computer science; Data mining; Filter bank; Frequency domain analysis; Image coding; Image processing; Interpolation; Signal processing; Software packages; Transform coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7663-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2003.1199116
  • Filename
    1199116