局部线性变换的光场非均匀空间变形

C. Birklbauer, D. Schedl, O. Bimber
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引用次数: 5

摘要

与传统数码相机相比,光场相机提供了新的成像可能性。然而,光场的额外角域禁止直接应用常用的图像处理算法,如扭曲、重定向或拼接。我们提出了一种通用的、有效的非均匀光场扭曲框架,它构成了将许多这些图像处理技术扩展到光场的基础。它通过四维补丁匹配将一个光场视角中定义的任意空间变形一致地传播到所有其他视角,而不是依赖于明确的深度重建。这允许处理具有非朗伯属性(如透明度和折射)的复杂场景的光场记录。我们展示了我们的框架在全景光场成像、光场重瞄准和光场艺术操纵中的应用实例。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Nonuniform spatial deformation of light fields by locally linear transformations
Light-field cameras offer new imaging possibilities compared to conventional digital cameras. However, the additional angular domain of light fields prohibits direct application of frequently used image processing algorithms, such as warping, retargeting, or stitching. We present a general and efficient framework for nonuniform light-field warping, which forms the basis for extending many of these image processing techniques to light fields. It propagates arbitrary spatial deformations defined in one light-field perspective consistently to all other perspectives by means of 4D patch matching instead of relying on explicit depth reconstruction. This allows processing light-field recordings of complex scenes with non-Lambertian properties such as transparency and refraction. We show application examples of our framework in panorama light-field imaging, light-field retargeting, and artistic manipulation of light fields.
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