Light Field Display: An Adaptive Weighted Dual-Layer LCD Display for Multiple Views

Liu Qingchen, Lu Hai-ming
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Abstract

The light field display technology can overcome the dizziness caused by accommodation-convergence conflict in traditional display and has more comfortable, natural visual experiences. This paper focuses on the multi-layer spatial light modulation method of the light field display (cascaded display). However, light field display is faced with a series of problems such as large consumption of computing resources, and poor display quality. To overcome the defects, we optimize the existing nonnegative matrix factorization algorithms in the light field display according to the characteristics of the human eyes. By adding the dynamic weighting factors in the procedure of optimization, we achieve a rank-1 dynamic light field display factorization result in just a few iterations under the framework of cascaded display, which is faster and require less computing resources. We build a prototype of the light field display and we believe it a better performance of the dynamic light field if combined with the real-time eye-tracking techniques.
光场显示:一种多视图的自适应加权双层LCD显示
光场显示技术克服了传统显示中调节-收敛冲突带来的眩晕感,具有更加舒适、自然的视觉体验。本文重点研究了光场显示(级联显示)的多层空间光调制方法。然而,光场显示面临着计算资源消耗大、显示质量差等一系列问题。为了克服这些缺陷,根据人眼的特点,对现有的光场显示非负矩阵分解算法进行了优化。通过在优化过程中加入动态加权因子,在级联显示框架下,只需几次迭代就能得到1级动态光场显示分解结果,速度更快,计算资源更少。我们建立了一个光场显示的原型,我们相信如果与实时眼动追踪技术相结合,动态光场显示的性能会更好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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