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Natural color image enhancement and evaluation algorithm based on human visual system
Huang, KQ; Wang, Q; Wu, ZY
Source PublicationCOMPUTER VISION AND IMAGE UNDERSTANDING
2006-07-01
Volume103Issue:1Pages:52-63
SubtypeArticle
AbstractTo 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.
KeywordColor Image Enhancement Human Visual System
WOS HeadingsScience & Technology ; Technology
WOS KeywordCONTRAST ENHANCEMENT ; WAVELET TRANSFORM ; MODEL ; REPRESENTATION ; REPRODUCTION
Indexed BySCI
Language英语
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS IDWOS:000238263700004
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9211
Collection09年以前成果
Affiliation1.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
Recommended Citation
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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