• DocumentCode
    1974526
  • Title

    Phase algorithm for blocking artifact reduction in reconstructions from analysis-only AM-FM models

  • Author

    Suri, Krishnapraveen ; Havlicek, Joseph P.

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Oklahoma Univ., Norman, OK
  • fYear
    0
  • fDate
    0-0 0
  • Firstpage
    6
  • Lastpage
    10
  • Abstract
    Virtually all techniques for computing AM-FM models involve jointly localized filterbanks and nonlinear approximations that preclude the possibility of perfect reconstruction. Although perfect reconstruction models have begun to emerge, they are currently of limited practical interest because of their large complexity. Thus, it is of interest to obtain approximate reconstructions from the analysis-only models because these provide insight into the accuracy of the AM and FM functions. However, the only existing 2-D reconstruction algorithm suffers from severe blocking artifacts that limit its usefulness in this regard. In this paper we present a new reconstruction algorithm that makes full use of all available phase reconstruction boundary conditions in a multipath interpolative scheme to eliminate the blocking artifacts, thereby dramatically improving the utility of the approximate reconstructions
  • Keywords
    amplitude modulation; approximation theory; channel bank filters; frequency modulation; image reconstruction; image texture; interpolation; 2D reconstruction algorithm; AM-FM models; analysis-only models; blocking artifact reduction; localized filterbanks; multipath interpolative scheme; nonlinear approximations; phase reconstruction boundary condition; Algorithm design and analysis; Biological system modeling; Frequency modulation; Gabor filters; Image analysis; Image reconstruction; Image segmentation; Narrowband; Nonlinear filters; Reconstruction algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Analysis and Interpretation, 2006 IEEE Southwest Symposium on
  • Conference_Location
    Denver, CO
  • Print_ISBN
    1-4244-0069-4
  • Type

    conf

  • DOI
    10.1109/SSIAI.2006.1633711
  • Filename
    1633711