• DocumentCode
    433093
  • Title

    Simplified digital holographic reconstruction using statistical methods

  • Author

    Fessler, Jeffrey A. ; Sotthivirat, Saowapak

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
  • Volume
    4
  • fYear
    2004
  • fDate
    24-27 Oct. 2004
  • Firstpage
    2435
  • Abstract
    For reconstructing a complex object wavefront from digital holograms, we propose a new penalized-likelihood approach based on the measurement statistics and edge-preserving regularization. The log-likelihood is complicated since the measurements are related to the magnitude of the complex beam. We use optimization transfer to derive a new simplified iterative algorithm that monotonically decreases the cost function. Unlike the conventional FFT-based holographic reconstruction method, the new approach uses all of the measured data and can be applied to holograms with any (known) reference beam pattern. Simulation results demonstrate the potential for improved image quality.
  • Keywords
    holography; image reconstruction; iterative methods; optimisation; cost function; edge-preserving regularization; image quality; object wavefront; optimization transfer; penalized-likelihood approach; reference beam pattern; simplified digital holographic reconstruction; simplified iterative algorithm; statistical method measurement; Cost function; Holography; Image quality; Image reconstruction; Interference; Iterative algorithms; Noise measurement; Reconstruction algorithms; Sensor arrays; Statistical analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2004. ICIP '04. 2004 International Conference on
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-8554-3
  • Type

    conf

  • DOI
    10.1109/ICIP.2004.1421593
  • Filename
    1421593