Abstract
We investigated deep image‐to‐image regression models to retrieve diffracted and/or defocused images induced from optical components. For the purpose, a quantitative metric for strength of diffraction/defocus and optical simulation method have been devised. The quality of retrieved images has been improved by optimizing optical components, and by modifying the deep model.
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