Multi frame holograms batched optimization for binary phase spatial light modulators

Phase retrieval methods used in computer generated holograms such as Gerchberg-Saxton and gradient descent give results which are prone to noise and other defects. This work builds up on the idea of time-averaging multiple hologram frames, first introduced in methods like One-Step Phase-Retrieval and Adaptive One-Step Phase-Retrieval. The proposed technique called Multi-Frame Holograms Batched Optimization uses the L-BFGS optimization algorithm to simultaneously generate a batch of binary phase holograms which result in an average reconstructed image of improved fidelity and fast algorithmic convergence, both in the Fraunhoffer and the Fresnel regimes. The results are compared to One-Step Phase-Retrieval and Adaptive One-Step Phase-Retrieval in simulation and experimentally, proving the superiority of the proposed approach. This technique can be easily extended to other spatial modulation methods.

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Publication Details

Journal
Scientific Reports
Published
2024-08-21
DOI
https://doi.org/10.1038/s41598-024-70428-0
Citations
6
Primary Topic
Advanced Optical Imaging Technologies
Type
article
Field-Weighted Citation Impact
1.92

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article

Multi frame holograms batched optimization for binary phase spatial light modulators

Jinze Sha, Antoni Wójcik, Benjamin Wetherfield, Timothy D. Wilkinson et al.
6 citations
Scientific Reports
Advanced Optical Imaging Technologies
1.92
article

Multi frame holograms batched optimization for binary phase spatial light modulators

Jinze Sha, Antoni Wójcik, Benjamin Wetherfield, Timothy D. Wilkinson, J. Yu
article en
6 citations

Abstract

Phase retrieval methods used in computer generated holograms such as Gerchberg-Saxton and gradient descent give results which are prone to noise and other defects. This work builds up on the idea of time-averaging multiple hologram frames, first introduced in methods like One-Step Phase-Retrieval and Adaptive One-Step Phase-Retrieval. The proposed technique called Multi-Frame Holograms Batched Optimization uses the L-BFGS optimization algorithm to simultaneously generate a batch of binary phase holograms which result in an average reconstructed image of improved fidelity and fast algorithmic convergence, both in the Fraunhoffer and the Fresnel regimes. The results are compared to One-Step Phase-Retrieval and Adaptive One-Step Phase-Retrieval in simulation and experimentally, proving the superiority of the proposed approach. This technique can be easily extended to other spatial modulation methods.

Scientific ReportsVol. 14(1)
University of Cambridge (GB)
Engineering and Physical Sciences Research Council
Sustainable cities and communities
Openalex Percentile: Top 12%
Advanced Optical Imaging Technologies
1.92
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Multi frame holograms batched optimization for binary phase spatial light modulators — Jinze Sha, Antoni Wójcik, et al. · Scientific Reports (2024) | TGRS Research Map | TGRS