Investigating deep optics model representation in affecting resolved all-in-focus image quality and depth estimation fidelity.
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DOI: 10.1364/oe.473084
Abstract: The end-to-end (E2E) optimization of optics and image processing, dubbed deep optics, has renewed the state-of-the-art in various computer vision tasks. However, specifying the proper model representation or parameterization of the optical elements remains elusive.… read more here.
Keywords: model representation; depth estimation; optics; deep optics ... See more keywords