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

被引:13
|
作者
Sahin, Erdem [1 ]
Katkovnik, Vladimir [1 ]
Gotchev, Atanas [1 ]
机构
[1] Tampere Univ Technol, Dept Signal Proc, Tampere 33720, Finland
基金
芬兰科学院;
关键词
IMAGE-RECONSTRUCTION;
D O I
10.1364/OL.41.000998
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
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 super-resolution 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. (C) 2016 Optical Society of America
引用
收藏
页码:998 / 1001
页数:4
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