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Content-adaptive parallax barriers: Optimizing dual-layer 3D displays using low-rank light field factorization

机译:内容自适应视差屏障:使用低等级光场分解优化双层 3D 显示器

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摘要

We optimize automultiscopic displays built by stacking a pair of modified LCD panels. To date, such dual-stacked LCDs have used heuristic parallax barriers for view-dependent imagery: the front LCD shows a fixed array of slits or pinholes, independent of the multi-view content. While prior works adapt the spacing between slits or pinholes, depending on viewer position, we show both layers can also be adapted to the multi-view content, increasing brightness and refresh rate. Unlike conventional barriers, both masks are allowed to exhibit non-binary opacities. It is shown that any 4D light field emitted by a dual-stacked LCD is the tensor product of two 2D masks. Thus, any pair of 1D masks only achieves a rank-1 approximation of a 2D light field. Temporal multiplexing of masks is shown to achieve higher-rank approximations. Non-negative matrix factorization (NMF) minimizes the weighted Euclidean distance between a target light field and that emitted by the display. Simulations and experiments characterize the resulting content-adaptive parallax barriers for low-rank light field approximation.
机译:我们通过堆叠一对经过修改的 LCD 面板来优化自动多视场显示器。迄今为止,这种双堆叠 LCD 已将启发式视差屏障用于与视图相关的图像:前 LCD 显示固定的狭缝或针孔阵列,与多视图内容无关。虽然之前的作品会根据观众的位置调整狭缝或针孔之间的间距,但我们展示了这两层也可以适应多视图内容,从而提高亮度和刷新率。与传统屏障不同,两种掩模都允许表现出非二元不透明性。结果表明,双堆叠LCD发出的任何4D光场都是两个2D掩模的张量乘积。因此,任何一对一维掩模都只能实现二维光场的 1 级近似值。模板的时间多路复用被证明可以实现更高等级的近似。非负矩阵分解 (NMF) 可最小化目标光场与显示器发射光场之间的加权欧几里得距离。仿真和实验表征了由此产生的用于低秩光场近似的内容自适应视差势垒。

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