Accelerating ptychographic reconstructions using spectral initializations - Sorbonne Université
Article Dans Une Revue Optics Letters Année : 2021

Accelerating ptychographic reconstructions using spectral initializations

Résumé

Ptychography is a promising phase retrieval technique for label-free quantitative phase imaging. Recent advances in phase retrieval algorithms witnessed the development of spectral methods to accelerate gradient descent algorithms. Using spectral initializations on experimental data, for the first time, we report three times faster ptychographic reconstructions than with a standard gradient descent algorithm and improved resilience to noise. Coming at no additional computational cost compared to gradient-descent-based algorithms, spectral methods have the potential to be implemented in large-scale iterative ptychographic algorithms.
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Dates et versions

hal-03196078 , version 1 (12-04-2021)

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Lorenzo Valzania, Jonathan Dong, Sylvain Gigan. Accelerating ptychographic reconstructions using spectral initializations. Optics Letters, 2021, 46 (6), pp.1357. ⟨10.1364/OL.406156⟩. ⟨hal-03196078⟩
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