Imaging through multimode fibers using physics-assisted unsupervised learning

Chuncheng Zhang

doi:10.1016/j.optlaseng.2025.109183

Imaging through multimode fibers using physics-assisted unsupervised learning

2025-07-04

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DOI：10.1016/j.optlaseng.2025.109183

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Abstract

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• High-fidelity image Reconstruction is achieved by combining the advantages of physical prior learning and unsupervised learning models. • TMcyclegan only requires a few unpaired speckle-target patterns as training samples. • TMcyclegan has a strong generalization ability.

Imaging through multimode fibers using physics-assisted unsupervised learning

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