Exploiting Perceptual Anchoring for Color Image Enhancement

被引:13
作者
Shih, Kuang-Tsu [1 ]
Chen, Homer H. [2 ,3 ]
机构
[1] Natl Taiwan Univ, Grad Inst Commun Engn, Taipei 10617, Taiwan
[2] Natl Taiwan Univ, Dept Elect Engn, Grad Inst Commun Engn, Taipei 10617, Taiwan
[3] Natl Taiwan Univ, Grad Inst Networking & Multimedia, Taipei 10617, Taiwan
关键词
Anchoring theory; color appearance model; color image enhancement; human perception; APPEARANCE MODEL; ADAPTATION; QUALITY; POWER;
D O I
10.1109/TMM.2015.2503918
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The preservation of image quality under various display conditions becomes more and more important in the multimedia era. A considerable amount of effort has been devoted to compensating the quality degradation caused by dim LCD backlight for mobile devices and desktop monitors. However, most previous enhancement methods for backlight-scaled images only consider the luminance component and overlook the impact of color appearance on image quality. In this paper, we propose a fast and elegant method that exploits the anchoring property of human visual system to preserve the color appearance of backlight-scaled images as much as possible. Our approach is distinguished from previous ones in many aspects. First, it has a sound theoretical basis. Second, it takes the luminance and chrominance components into account in an integral manner. Third, it has low complexity and can process 720p high-definition videos at 35 frames per second without flicker. The superior performance of the proposed method is verified through psychophysical tests.
引用
收藏
页码:300 / 310
页数:11
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