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
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