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Natural color image enhancement and evaluation algorithm based on human visual system
Huang, KQ; Wang, Q; Wu, ZY
2006-07-01
发表期刊COMPUTER VISION AND IMAGE UNDERSTANDING
卷号103期号:1页码:52-63
文章类型Article
摘要To a significant degree, multimedia applications derive their effectiveness from the use of color graphics, images, and videos. In these applications, human visual system (HVS) often gives the final evaluation of the processed results. In this paper, we first propose a novel color image enhancement method, which is named HVS Controlled Color Image Enhancement and Evaluation algorithm (HCCIEE algorithm). We then applied the HCCIEE to color image by considering natural image quality metrics. This HCCIEE algorithm is base on multiscale representation of pattern, luminance, and color processing in the HVS. Experiments illustrated that the HCCIEE algorithm can produce distinguished details without ringing or halo artifacts. (These two problems often occur in conventional multiscale enhancement techniques.) As a result, the experimental results appear as similar as possible to the viewers' perception of the actual scenes. (c) 2006 Elsevier Inc. All rights reserved.
关键词Color Image Enhancement Human Visual System
WOS标题词Science & Technology ; Technology
关键词[WOS]CONTRAST ENHANCEMENT ; WAVELET TRANSFORM ; MODEL ; REPRESENTATION ; REPRODUCTION
收录类别SCI
语种英语
WOS研究方向Computer Science ; Engineering
WOS类目Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS记录号WOS:000238263700004
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9211
专题09年以前成果
作者单位1.Chinese Acad Sci, Natl Lab Pattern Recognit, Inst Automat, Beijing 100080, Peoples R China
2.Southeast Univ, Dept Radio Engn, Nanjing 210096, Peoples R China
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GB/T 7714
Huang, KQ,Wang, Q,Wu, ZY. Natural color image enhancement and evaluation algorithm based on human visual system[J]. COMPUTER VISION AND IMAGE UNDERSTANDING,2006,103(1):52-63.
APA Huang, KQ,Wang, Q,&Wu, ZY.(2006).Natural color image enhancement and evaluation algorithm based on human visual system.COMPUTER VISION AND IMAGE UNDERSTANDING,103(1),52-63.
MLA Huang, KQ,et al."Natural color image enhancement and evaluation algorithm based on human visual system".COMPUTER VISION AND IMAGE UNDERSTANDING 103.1(2006):52-63.
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