• DocumentCode
    1886095
  • Title

    Resolution enhancement of digital images with data-dependent biasing

  • Author

    Okamoto, Yuji ; Taguchi, Akira

  • Author_Institution
    Musashi Inst. of Technol., Tokyo, Japan
  • fYear
    2005
  • fDate
    18-20 May 2005
  • Firstpage
    3
  • Abstract
    Summary form only given. Enlargement of digital images is a prime technique in the digital image processing field. Generally, image enlargement is realized by a linear interpolation method. However, an image enlarged by linear interpolation can appear blurred. Heavily blurred areas include high-frequency components, such as step-edge and peaks. In order to realize edge-preserving and peak-creating interpolation, we introduced the concept of warped distance among pixels and biasing of the signal amplitude. The paper presents a novel interpolation method with only biasing of the signal amplitude. The proposed method can create the peak point of concavo-convex shaped signals. Furthermore, the proposed biasing method can preserve the signal edge. Thus, it is not necessary to combine biasing and the warping.
  • Keywords
    image enhancement; image resolution; image restoration; interpolation; data-dependent biasing; digital image enhancement; digital image enlargement; digital image processing; digital image resolution enhancement; edge-preserving interpolation; high-frequency components; linear interpolation; peak-creating interpolation; signal amplitude biasing; warped distance; Digital filters; Digital images; Image coding; Image resolution; Image sampling; Interpolation; Laplace equations; Shape;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nonlinear Signal and Image Processing, 2005. NSIP 2005. Abstracts. IEEE-Eurasip
  • Conference_Location
    Sapporo
  • Print_ISBN
    0-7803-9064-4
  • Type

    conf

  • DOI
    10.1109/NSIP.2005.1502209
  • Filename
    1502209