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Absolute phase estimation: adaptive local denoising and global unwrapping.

Authors :
Bioucas-Dias J
Katkovnik V
Astola J
Egiazarian K
Source :
Applied optics [Appl Opt] 2008 Oct 10; Vol. 47 (29), pp. 5358-69.
Publication Year :
2008

Abstract

The paper attacks absolute phase estimation with a two-step approach: the first step applies an adaptive local denoising scheme to the modulo-2 pi noisy phase; the second step applies a robust phase unwrapping algorithm to the denoised modulo-2 pi phase obtained in the first step. The adaptive local modulo-2 pi phase denoising is a new algorithm based on local polynomial approximations. The zero-order and the first-order approximations of the phase are calculated in sliding windows of varying size. The zero-order approximation is used for pointwise adaptive window size selection, whereas the first-order approximation is used to filter the phase in the obtained windows. For phase unwrapping, we apply the recently introduced robust (in the sense of discontinuity preserving) PUMA unwrapping algorithm [IEEE Trans. Image Process.16, 698 (2007)] to the denoised wrapped phase. Simulations give evidence that the proposed algorithm yields state-of-the-art performance, enabling strong noise attenuation while preserving image details.<br /> ((c) 2008 Optical Society of America)

Details

Language :
English
ISSN :
1539-4522
Volume :
47
Issue :
29
Database :
MEDLINE
Journal :
Applied optics
Publication Type :
Academic Journal
Accession number :
18846177
Full Text :
https://doi.org/10.1364/ao.47.005358