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Refocusing plenoptic images using depth-adaptive splatting

机译:使用深度自适应展开重新聚焦全光图像

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In this paper, we propose a simple, novel plane sweep technique for refocusing plenoptic images. Rays are projected directly from the raw plenoptic image captured on the sensor into the output image plane, without computing intermediate representations such as subaperture views or epipolar images. Interpolation is performed in the output image plane using splatting. The splat kernel for each ray is adjusted adaptively, based on the refocus depth and an estimate of the depth at which that ray intersects the scene. This adaptive interpolation method antialiases out-of-focus regions, while keeping in-focus regions sharp. We test the proposed method on images from a Lytro camera and compare our results with those from the Lytro SDK. Additionally, we provide a thorough discussion of our calibration and preprocessing pipeline for this camera.
机译:在本文中,我们提出了一种简单,新颖的平面扫描技术来重新聚焦全光图像。射线直接从在传感器上捕获的原始全光图像投射到输出图像平面,而无需计算中间表示,例如子孔径视图或对极图像。使用splatting在输出图像平面中执行插值。根据重聚焦深度和该射线与场景相交的深度的估计值,对每条射线的splat内核进行自适应调整。这种自适应插值方法可以对离焦区域进行抗锯齿,同时保持对焦区域的清晰度。我们在Lytro相机的图像上测试了所提出的方法,并将我们的结果与Lytro SDK的结果进行了比较。此外,我们将对本相机的校准和预处理流程进行详尽的讨论。

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