Title :
Bayesian approach to phase-difference-based phase unwrapping
Author :
Fornaro, Gianfranco ; Pauciullo, A. ; Sansosti, E.
Author_Institution :
CNR, Napoli, Italy
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;
Conference_Titel :
Signals, Systems and Computers, 2002. Conference Record of the Thirty-Sixth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-7576-9
DOI :
10.1109/ACSSC.2002.1197007