Interactive tone mapping for High Dynamic Range video

Zhe Wang, J. Zhai, Zhang Tao, J. Llach
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Abstract

Despite considerable progress in HDR image tone mapping for the past decade, little work has been done for HDR video. For applications such as film post-production, the capability of local tone manipulation is highly regarded by the content creators. This paper presents an interactive tone mapping scheme for HDR video sequences. It provides a simple scribble/ stroke based interface for local tone manipulation and is capable of propagating user input information throughout a video sequence by using Gaussian mixture model (GMM) and edge preserving filtering. The experimental results demonstrated its effectiveness for HDR video tone mapping as well as its flexibility for users to easily and intuitively manipulate the appearance of the video while maintaining temporal consistency.
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高动态范围视频的交互式色调映射
尽管在过去十年中HDR图像色调映射取得了相当大的进展,但HDR视频的工作却很少。在电影后期制作等应用中,局部音调处理的能力受到内容创作者的高度重视。提出了一种用于HDR视频序列的交互式色调映射方案。它提供了一个简单的基于涂鸦/笔画的界面,用于本地音调操作,并且能够通过使用高斯混合模型(GMM)和边缘保留滤波在整个视频序列中传播用户输入信息。实验结果证明了该方法对HDR视频色调映射的有效性,以及用户在保持时间一致性的同时方便直观地操纵视频外观的灵活性。
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