• DocumentCode
    442656
  • Title

    Phase unwrapping: a new max-flow/min-cut based approach

  • Author

    Bioucas-Dias, José M. ; Valadão, Gonçalo

  • Author_Institution
    Inst. Superior Tecnico, IT, Lisboa, Portugal
  • Volume
    2
  • fYear
    2005
  • fDate
    11-14 Sept. 2005
  • Abstract
    The paper presents a new max-flow/min-cut approach for recovering the absolute phase from modulo-2π phase, the so-called phase unwrapping (PU) problem. The adopted criterion is the minimization of the Lp norm of phase differences, leading to computationally demanding integer optimization problems. The unwrapped phase is computed iteratively through a sequence of binary optimizations, each one mapped onto a max-flow/min-cut problem on a certain graph. Accordingly, we name this new algorithm PUMF (for phase unwrapping max-flow). A set of experimental results illustrates the effectiveness of PUMF approach, namely for 0 < p < 1, where most competitors fail.
  • Keywords
    image processing; iterative methods; binary optimizations; integer optimization; iterative methods; max-flow min-cut based approach; modulo-2π phase; phase unwrapping; Antenna measurements; Bayesian methods; Distortion measurement; Iterative algorithms; Least squares approximation; Magnetic resonance imaging; Phase measurement; Surfaces; Synthetic aperture radar interferometry; Wavelength measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2005. ICIP 2005. IEEE International Conference on
  • Print_ISBN
    0-7803-9134-9
  • Type

    conf

  • DOI
    10.1109/ICIP.2005.1529995
  • Filename
    1529995