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Super-resolution in a defocused plenoptic camera: a wave-optics-based approach

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Details

Original languageEnglish
Pages (from-to)998-1001
Number of pages4
JournalOptics Letters
Volume41
Issue number5
DOIs
Publication statusPublished - 1 Mar 2016
Publication typeA1 Journal article-refereed

Abstract

Plenoptic cameras enable the capture of a light field with a single device. However, with traditional light field rendering procedures, they can provide only low-resolution two-dimensional images. Super-resolution is considered to overcome this drawback. In this study, we present a superresolution method for the defocused plenoptic camera (Plenoptic 1.0), where the imaging system is modeled using wave optics principles and utilizing low-resolution depth information of the scene. We are particularly interested in super-resolution of in-focus and near in-focus scene regions, which constitute the most challenging cases. The simulation results show that the employed wave-optics model makes super-resolution possible for such regions as long as sufficiently accurate depth information is available.

Publication forum classification

Field of science, Statistics Finland