Sparsity-Guided Phase Retrieval to Handle Concave- and Convex-Shaped Specimens in Inline Holography, Taking the Complexity Parameter into Account

In this work, we explore an optimization idea for the complexity guidance of a phase retrieval solution for a single acquired hologram. This method associates free-space backpropagation with the fast iterative shrinkage-thresholding algorithm (FISTA), which incorporates an improvement in the total v...

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Main Authors: Yao Koffi, Jocelyne M. Bosson, Marius Ipo Gnetto, Jeremie T. Zoueu
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Optics
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Online Access:https://www.mdpi.com/2673-3269/6/2/15
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author Yao Koffi
Jocelyne M. Bosson
Marius Ipo Gnetto
Jeremie T. Zoueu
author_facet Yao Koffi
Jocelyne M. Bosson
Marius Ipo Gnetto
Jeremie T. Zoueu
author_sort Yao Koffi
collection DOAJ
description In this work, we explore an optimization idea for the complexity guidance of a phase retrieval solution for a single acquired hologram. This method associates free-space backpropagation with the fast iterative shrinkage-thresholding algorithm (FISTA), which incorporates an improvement in the total variation (TV) to guide the complexity of the phase retrieval solution from the complex diffracted field measurement. The developed procedure can provide excellent phase reconstruction using only a single acquired hologram.
format Article
id doaj-art-3bd97f338d994fb39daa3029f98d6d6e
institution OA Journals
issn 2673-3269
language English
publishDate 2025-04-01
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series Optics
spelling doaj-art-3bd97f338d994fb39daa3029f98d6d6e2025-08-20T02:21:57ZengMDPI AGOptics2673-32692025-04-01621510.3390/opt6020015Sparsity-Guided Phase Retrieval to Handle Concave- and Convex-Shaped Specimens in Inline Holography, Taking the Complexity Parameter into AccountYao Koffi0Jocelyne M. Bosson1Marius Ipo Gnetto2Jeremie T. Zoueu3Laboratoire d’Instrumentation, Image et Spectroscopie (L2IS), Institut National Polytechnique Félix Houphouët-Boigny (INPHB), Yamoussoukro BP 1093, Côte d’IvoireLaboratoire de Physique Fondamentale Appliquée (LPFA), Université Nangui Abrogoua, Abidjan 02 BP 801, Côte d’IvoireLaboratoire d’Instrumentation, Image et Spectroscopie (L2IS), Institut National Polytechnique Félix Houphouët-Boigny (INPHB), Yamoussoukro BP 1093, Côte d’IvoireLaboratoire d’Instrumentation, Image et Spectroscopie (L2IS), Institut National Polytechnique Félix Houphouët-Boigny (INPHB), Yamoussoukro BP 1093, Côte d’IvoireIn this work, we explore an optimization idea for the complexity guidance of a phase retrieval solution for a single acquired hologram. This method associates free-space backpropagation with the fast iterative shrinkage-thresholding algorithm (FISTA), which incorporates an improvement in the total variation (TV) to guide the complexity of the phase retrieval solution from the complex diffracted field measurement. The developed procedure can provide excellent phase reconstruction using only a single acquired hologram.https://www.mdpi.com/2673-3269/6/2/15inline holographyconcave-shaped cellconvex-shaped specimenphase retrievalcomplexity guidancecomputational imaging
spellingShingle Yao Koffi
Jocelyne M. Bosson
Marius Ipo Gnetto
Jeremie T. Zoueu
Sparsity-Guided Phase Retrieval to Handle Concave- and Convex-Shaped Specimens in Inline Holography, Taking the Complexity Parameter into Account
Optics
inline holography
concave-shaped cell
convex-shaped specimen
phase retrieval
complexity guidance
computational imaging
title Sparsity-Guided Phase Retrieval to Handle Concave- and Convex-Shaped Specimens in Inline Holography, Taking the Complexity Parameter into Account
title_full Sparsity-Guided Phase Retrieval to Handle Concave- and Convex-Shaped Specimens in Inline Holography, Taking the Complexity Parameter into Account
title_fullStr Sparsity-Guided Phase Retrieval to Handle Concave- and Convex-Shaped Specimens in Inline Holography, Taking the Complexity Parameter into Account
title_full_unstemmed Sparsity-Guided Phase Retrieval to Handle Concave- and Convex-Shaped Specimens in Inline Holography, Taking the Complexity Parameter into Account
title_short Sparsity-Guided Phase Retrieval to Handle Concave- and Convex-Shaped Specimens in Inline Holography, Taking the Complexity Parameter into Account
title_sort sparsity guided phase retrieval to handle concave and convex shaped specimens in inline holography taking the complexity parameter into account
topic inline holography
concave-shaped cell
convex-shaped specimen
phase retrieval
complexity guidance
computational imaging
url https://www.mdpi.com/2673-3269/6/2/15
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AT mariusipognetto sparsityguidedphaseretrievaltohandleconcaveandconvexshapedspecimensininlineholographytakingthecomplexityparameterintoaccount
AT jeremietzoueu sparsityguidedphaseretrievaltohandleconcaveandconvexshapedspecimensininlineholographytakingthecomplexityparameterintoaccount