傅里叶切片摄影

Ren Ng
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引用次数: 486

摘要

本文为光场成像理论的建立做出了贡献。主要结果是一个定理,即在傅里叶域中,由全透镜光圈形成的照片是四维光场中的二维切片。聚焦于不同深度的照片对应于四维空间中不同轨迹的切片。本文用两种不同的方法证明了这个定理的实用性。首先,该定理用于分析数字重聚焦的性能,其中从单个光场计算聚焦在不同深度的照片。封闭形式的分析表明,重聚焦照片的清晰度随方向分辨率线性增加。其次,该定理产生了用于数字重聚焦的傅里叶域算法,在该算法中,我们提取光场傅里叶变换的适当二维切片,并执行二维傅里叶反变换。这种方法比以前的方法快。
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Fourier slice photography
This paper contributes to the theory of photograph formation from light fields. The main result is a theorem that, in the Fourier domain, a photograph formed by a full lens aperture is a 2D slice in the 4D light field. Photographs focused at different depths correspond to slices at different trajectories in the 4D space. The paper demonstrates the utility of this theorem in two different ways. First, the theorem is used to analyze the performance of digital refocusing, where one computes photographs focused at different depths from a single light field. The analysis shows in closed form that the sharpness of refocused photographs increases linearly with directional resolution. Second, the theorem yields a Fourier-domain algorithm for digital refocusing, where we extract the appropriate 2D slice of the light field's Fourier transform, and perform an inverse 2D Fourier transform. This method is faster than previous approaches.
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Session details: I3D (symposium on interactive 3D graphics) Session details: Mesh manipulation Session details: Texture synthesis Session details: Precomputed light transport Session details: Hardware rendering
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