HDR图像压缩算法比较研究

doi:10.7517/j.issn.1674-0475.2011.01.32

影像科学与光化学 ›› 2011, Vol. 29 ›› Issue (1): 32-44.DOI: 10.7517/j.issn.1674-0475.2011.01.32

HDR图像压缩算法比较研究

刘真¹, 杨丹丹², 朱明²

1. 上海理工大学出版印刷与艺术设计学院, 上海 200093;
2. 南京林业大学轻工科学与工程学院, 江苏南京 210037

收稿日期:2010-07-19 修回日期:2010-09-13 出版日期:2011-01-23 发布日期:2011-01-23
通讯作者: 刘真,E-mail:cehuiliu@163.net.
基金资助:
江苏省2009年普通高校研究生科研创新计划课题(CX09B_180Z)

Comparison of HDR Image Compression Algorithms

LIU Zhen¹, YANG Dan-dan², ZHU Ming²

1. College of Communication and Art Design, University of Shanghai for Science and Technology, Shanghai 200093, P. R. China;
2. College of Light Industry Science and Engineering, Nanjing Forestry University, Nanjing 210037, Jiangsu, P. R. China

Received:2010-07-19 Revised:2010-09-13 Online:2011-01-23 Published:2011-01-23

摘要/Abstract

摘要： 高动态范围图像是航空遥感、虚拟现实、医疗图像、跨媒体出版领域中极其重要和广泛应用的一种方法,但所表现的广阔动态范围受到显示和输出处理位数的限制,致使在常规设备上显示和输出HDR图像必须进行原阶调范围的压缩.如何保证阶调压缩后的HDR图像再现效果最佳是目前HDR图像显示的关键技术.本文在分析目前6种代表性高动态范围图像阶调压缩算法机理的基础上,通过对各种算法对HDR图像压缩后再现效果影响的理论分析及实验,采用主观和客观两种评价方法比较了这6种HDR图像压缩算法的优劣.实验结果表明,基于iCAM06图像色貌模型的压缩算法在HDR图像的阶调压缩及再现方面具有明显的优势.

关键词: 高动态范围图像, 阶调压缩, iCAM06

Abstract: High Dynamic Range (HDR) images are very important method and have been widely used in many areas such as remote sensing,virtual reality,medical images,and cross-media publishing.But the restriction of treatment capability of display and output make it necessary to compress original HDR image before which are outputted in the conventional display and output device.So how to ensure that the best performance of HDR image reproduction is one of the key technologies of HDR image displays.This paper analyzes the mechanism of six high dynamic range image tone compression algorithms which are representative at present.The effect of the HDR image compression algorithms are analyzed and implemented.Then the 6 HDR image compression algorithms are compared by compression test through the subjective and objective evaluation methods.Research results show: compared to other algorithms,image color appearance model based on iCA M06 compression algorithm in HDR image tone compression and reproduce has obvious advantages.

Key words: high dynamic range image, tone compression, iCA M06

中图分类号:

TN911

刘真, 杨丹丹, 朱明. HDR图像压缩算法比较研究[J]. 影像科学与光化学, 2011, 29(1): 32-44.

LIU Zhen, YANG Dan-dan, ZHU Ming. Comparison of HDR Image Compression Algorithms[J]. Imaging Science and Photochemistry, 2011, 29(1): 32-44.

参考文献

[1] 李晓光,沈兰荪,林健文.一种高动态范围图像可视化算法[J].计算机应用研究,2007,24(11):303-305.Li X G,Shen L S,Lin J W.A high dynamic range image visualization algorithm[J].Application Research of Computers,2007,24(11):303-305.
[2] Fairchild M D.Color Appearance Models[M].England:John Wiley & Sons Ltd.,2005.
[3] Qiu G,Duan J.An optimal tone reproduction curve operator for the display high dynamic range images[C].In:Proceedings-IEEE International Symposium on Circuits and Systems2005,ISCAS 2005.Kobe:Institute of Electrical and Electronics Engineers Inc.,2005.6276-6279.
[4] Duan J,Qiu G.Fast tone mapping for high dynamic range images[C].In:Proceedings of the 17th International Conference on Pattern Recognition,ICPR 2004.Cambridge:Institute of Electrical and Electronics Engineers Inc.,2004.847-850.
[5] Erik R,Michael S,Peter S,et al.Photographic tone reproduction for digital images[J].ACM Transactions on Graphics,2002,21(3):267-276.
[6] Huang M,Huang H,Chan Z.An S-function based of tone reproduction algorithm for digital photographic[C].In:Proceedings of 2004 Symposium on Digital Life and Internet Technologies.Taiwan:ROC,2004.
[7] Drago F,Myszkowski K,Annen T,et al.Adaptive log-arithmic mapping for displaying high contrast scenes[J].Computer Graphics Forum,2003,22(3):419-426.
[8] Johnson G M,Fairchild M D.Rendering HDR Images[C].In:Final Program and Proceedings of IS and T and SID-Eleventh Color Imaging Conference:Color Science and Engineering:Systems,Technologies,Applications.Scottsdale:Society for Imaging Science and Technology,2003.36-41.
[9] Fairchild M D,Johnson G M.The iCAM framework for image appearance,image differences,and image quality[J].Electron.Imaging,2004,13:126-138.
[10] Kuang J,Johnson G M,Fairchild M D.iCAM06:a refined image appearance model for HDR image rendering[J].Journal of Visual Communication and Irnage Representation,2007,18(5):406-414.
[11] Durand F,Dorsey J.Fast bilateral filtering for the display of high dynamic range images[J].ACM Transactions on Graphics,2002,21(3):257-266.
[12] Tomasi C,Manduchi R.Bilateral filtering for gray and color images[C].In:Proceedings of the 1998 IEEE 6th International Conference on Computer Vision.Bombay:Institute of Electrical and Electronics Engineers Inc.,1998.836-846.
[13] Moroney N,Fairchild M D,Hunt R W G,et al.The CIECAM02 color appearance model[C].In:Final Program and Proceedings of the 10th IS and T/SID Color Imaging Conference:Color Science,Systems and Applications.Scottsdale:Society for Imaging Science and Technology,2002.23-27.
[14] Kuang J,Yamaguchi H,Liu C,et al.Evaluating HDR rendering algorithms[J].ACM Trans.Appl.Percept,2007,4(2):9.

HDR图像压缩算法比较研究

Comparison of HDR Image Compression Algorithms

PDF (PC)

可视化

摘要/Abstract

引用本文

使用本文

参考文献

相关文章 1

编辑推荐

Metrics

本文评价