Presentation
5 March 2021 Accelerating ptychography with spectral initializations
Author Affiliations +
Abstract
Combining synthetic aperture approaches with reference-less setups, ptychography is a promising phase retrieval technique for label-free quantitative phase imaging. Within the phase retrieval community, spectral methods are known to accelerate gradient descent schemes, however their positive effect on experimental ptychographic datasets has not been proved. Inspired by the latest theories on optimal spectral estimation, we achieved 3 times faster ptychographic reconstructions than with a standard gradient descent algorithm, in both simulations and experiments. The algorithms and experimental parameters crucially impacting the convergence speed are discussed. We believe that spectral methods will help improve both theoretical understanding and experimental implementations of ptychography.
Conference Presentation
© (2021) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Lorenzo Valzania, Jonathan Dong, and Sylvain Gigan "Accelerating ptychography with spectral initializations", Proc. SPIE 11653, Quantitative Phase Imaging VII, 116530K (5 March 2021); https://doi.org/10.1117/12.2577697
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KEYWORDS
Phase retrieval

Signal processing

Computer simulations

Phase imaging

Photonics

Reconstruction algorithms

Data processing

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