实时时间相干本地HDR色调映射

S. Croci, T. Aydin, N. Stefanoski, M. Gross, A. Smolic
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引用次数: 7

摘要

主观研究表明,大多数HDR视频色调映射算子要么产生干扰的时间伪影,要么局部对比度再现能力有限。最近,一种新的时间相干局部HDR色调映射方法解决了这两个问题,该方法在定性和主观研究中都显示出与以前的方法相比具有优势。然而,这种方法的高质量结果是以计算成本昂贵的工作流为代价的,而工作流只能离线执行。在本文中,我们提出了一种改进的算法,该算法建立在以前的工作基础上,通过重新设计关键组件来实现实时性能。我们通过用音调曲线空间替代基于每像素时间相干的光流来实现这一目标。这种方法消除了原始方法的主要计算负担,并且在视觉质量上几乎没有牺牲。
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Real-time temporally coherent local HDR tone mapping
Subjective studies showed that most HDR video tone mapping operators either produce disturbing temporal artifacts, or are limited in their local contrast reproduction capability. Recently, both these issues have been addressed by a novel temporally coherent local HDR tone mapping method, which has been shown, both qualitatively and through a subjective study, to be advantageous compared to previous methods. However, this method's high-quality results came at the cost of a computationally expensive workflow that could only be executed offline. In this paper, we present a modified algorithm which builds upon the previous work by redesigning key components to achieve real-time performance. We accomplish this by replacing the optical flow based per-pixel temporal coherency with a tone-curve-space alternative. This way we eliminate the main computational burden of the original method with little sacrifice in visual quality.
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