• DocumentCode
    3425191
  • Title

    Bayesian approach to phase-difference-based phase unwrapping

  • Author

    Fornaro, Gianfranco ; Pauciullo, A. ; Sansosti, E.

  • Author_Institution
    CNR, Napoli, Italy
  • Volume
    2
  • fYear
    2002
  • fDate
    3-6 Nov. 2002
  • Firstpage
    1391
  • Abstract
    We address the study of phase-difference-based phase unwrapping in a statistical framework. We derive the joint statistics of the measured phased differences on a 2D grid; for two cases, we measure a single or several (scaled) wrapped value(s) of the absolute phase. We then determine and study the structure of the unwrapped phase maximum likelihood estimator and compare it to existing 2D phase-difference-based, single-acquisition, phase unwrapping algorithms. Furthermore, we investigate the possibility of introducing a-priori information.
  • Keywords
    Bayes methods; maximum likelihood estimation; signal processing; statistical analysis; 2D grid; Bayesian approach; a-priori information; maximum likelihood estimator; phase-difference-based phase unwrapping; signal processing; statistical framework; unwrapped phase; Bayesian methods; Costs; Least squares methods; Markov random fields; Maximum likelihood estimation; Phase estimation; Phase measurement; Sampling methods; Signal processing; Signal processing algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 2002. Conference Record of the Thirty-Sixth Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA, USA
  • ISSN
    1058-6393
  • Print_ISBN
    0-7803-7576-9
  • Type

    conf

  • DOI
    10.1109/ACSSC.2002.1197007
  • Filename
    1197007