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Color Contrast-Preserving Decolorization

delete2018-11-01
delete18
PRE
AI
W
Wei Wang
Z
Zhengguo Li
S
Shiqian Wu *
DOI:10.1109/TIP.2018.2855424delete
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摘要

摘要

En 中文
Decolorization is to convert a color image into a gray scale image while preserve image features such as salient structure and chrominance contrast. The sign of the color contrast is crucial for the decolorization algorithm and is usually determined in existing works by giving a strictly defined color order or two-mode weak order. In this paper, a fast computation on color order is achieved via a simple global mapping which is introduced in a linear parametric model using an extended structure transfer filter. The values of the parameters are obtained via an elegant approximation method. A local decolorization algorithm is finally designed on the basis of the global linear mapping so that both color and spatial information are preserved robustly and accurately. Experimental results show that the proposed decolorization algorithms obtain a good performance among existing quality metrics for the decolorization. In addition, the proposed global decolorization algorithm is friendly to mobile devices with the limited computational resource.
Keyword:
Perceptual decolorization
color contrast
color fidelity
C2G-SSIM
linear mapping function
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对已上传原文的论文进行重点信息的提取,主要内容包括:简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。

期刊

IEEE Transactions on Image Processing 封面图
IEEE Transactions on Image Processing
IF:
13.7
论文数:
1.0W
被引数:
8.4W

机构

A
agency for science technology & research (a*star)
学者数:
2.2W
论文数: 1.9W
被引数: 57
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