ADMM and spectral proximity operators in hyperspectral broadband phase retrieval for quantitative phase imaging

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Abstract

The hyperspectral broadband phase retrieval is developed for a scenario where both object and modulation phase masks are spectrally varying. The proposed iterative algorithm is based on a complex domain version of the alternating direction method of multipliers (ADMM) and the novel Spectral Proximity Operators derived for Gaussian and Poissonian multiple intensity observations. These proximity operators solve two problems. First, the complex-domain spectral components of the object are extracted from the total intensity observations calculated as the sums of the spectral intensities of diffractive patterns. Second, noisy observations are filtered, compromising noisy intensity observations and their predicted counterparts. The simulation and physical tests confirm that the broadband hyperspectral phase retrieval in the proposed formulation can be successfully resolved.

Original languageEnglish
Article number109095
JournalSignal Processing
Volume210
Early online date11 Mar 2023
DOIs
Publication statusPublished - Sept 2023
Publication typeA1 Journal article-refereed

Keywords

  • Complex domain inverse imaging
  • Complex-valued regularization
  • Denoising of complex-valued images
  • Hyperspectral phase retrieval
  • Phase imaging
  • Spectral proximity operators

Publication forum classification

  • Publication forum level 2

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Software
  • Signal Processing
  • Computer Vision and Pattern Recognition
  • Electrical and Electronic Engineering

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