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

机译:散焦全光相机中的超分辨率:基于波光学的方法

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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
机译:全光摄像机可通过单个设备捕获光场。但是,使用传统的光场渲染过程,它们只能提供低分辨率的二维图像。超分辨率被认为可以克服这一缺点。在这项研究中,我们提出了一种用于散焦全光相机(Plenoptic 1.0)的超分辨率方法,其中使用波光学原理并利用场景的低分辨率深度信息对成像系统进行建模。我们对构成最具挑战性的情况的聚焦和近聚焦场景区域的超分辨率特别感兴趣。仿真结果表明,只要可获得足够准确的深度信息,所采用的波光学模型就可以为此类区域提供超分辨率。 (C)2016美国眼镜学会

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