Optimized tone mapping with perceptually uniform luminance values for backward-compatible high dynamic range video compression

A. Koz, F. Dufaux
{"title":"Optimized tone mapping with perceptually uniform luminance values for backward-compatible high dynamic range video compression","authors":"A. Koz, F. Dufaux","doi":"10.1109/VCIP.2012.6410792","DOIUrl":null,"url":null,"abstract":"Backward compatibility for high dynamic range image and video compression forms one of the essential requirements in the transition phase from low dynamic range (LDR) displays to high dynamic range (HDR) displays. In a recent work [1], an optimized solution for tone mapping and inverse tone mapping of HDR images is achieved in terms of mean square error (MSE) of the logarithm of luminance values of HDR image pixels for backward-compatible compression. A disadvantage of this approach was to use non uniform luminance values according to Human perception for minimization, which causes quite non-natural over-illumination in the produced LDR images. In this paper, we propose to use perceptually uniform luminance values as an alternative for the optimization of tone mapping curve. The results indicate that the proposed approach gives better performance (0.5-1 dB gains) in terms of Perceptually Uniform Peak Signal to Noise Ratio (PU-PSNR) and produces more realistic LDR images.","PeriodicalId":103073,"journal":{"name":"2012 Visual Communications and Image Processing","volume":"47 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"14","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 Visual Communications and Image Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/VCIP.2012.6410792","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 14

Abstract

Backward compatibility for high dynamic range image and video compression forms one of the essential requirements in the transition phase from low dynamic range (LDR) displays to high dynamic range (HDR) displays. In a recent work [1], an optimized solution for tone mapping and inverse tone mapping of HDR images is achieved in terms of mean square error (MSE) of the logarithm of luminance values of HDR image pixels for backward-compatible compression. A disadvantage of this approach was to use non uniform luminance values according to Human perception for minimization, which causes quite non-natural over-illumination in the produced LDR images. In this paper, we propose to use perceptually uniform luminance values as an alternative for the optimization of tone mapping curve. The results indicate that the proposed approach gives better performance (0.5-1 dB gains) in terms of Perceptually Uniform Peak Signal to Noise Ratio (PU-PSNR) and produces more realistic LDR images.
为向后兼容的高动态范围视频压缩优化了具有感知均匀亮度值的色调映射
在低动态范围(LDR)显示向高动态范围(HDR)显示过渡阶段,高动态范围图像和视频压缩的向后兼容性是基本要求之一。在最近的一项工作[1]中,根据HDR图像像素亮度值的对数的均方误差(MSE)实现了向后兼容压缩的HDR图像的色调映射和反向色调映射的优化解决方案。该方法的缺点是根据人类感知使用不均匀的亮度值来最小化,这导致产生的LDR图像非常不自然的过照明。在本文中,我们建议使用感知均匀的亮度值作为色调映射曲线优化的替代方案。结果表明,该方法在感知均匀峰值信噪比(PU-PSNR)方面具有更好的性能(0.5-1 dB增益),并产生更真实的LDR图像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信