A NOVEL METRIC BASED ON MCA FOR IMAGE QUALITY
文献类型：期刊论文
| 作者 | He, Lihuo1,2; Lu, Wen1,2; Gao, Xinbo1,2; Tao, Dacheng3; Li, Xuelong3 |
| 刊名 | international journal of wavelets multiresolution and information processing
 |
| 出版日期 | 2011-09-01 |
| 卷号 | 9期号:5页码:743-757 |
| 关键词 | Image quality assessment morphological component analysis human visual system just noticeable difference |
| ISSN号 | 0219-6913 |
| 产权排序 | 2 |
| 合作状况 | 国内 |
| 英文摘要 | considering that the human visual system (hvs) has different perceptual characteristics for different morphological components, a novel image quality metric is proposed by incorporating morphological component analysis (mca) and hvs, which is capable of assessing the image with different kinds of distortion. firstly, reference and distorted images are decomposed into linearly combined texture and cartoon components by mca respectively. then these components are turned into perceptual features by just noticeable difference (jnd) which integrates masking features, luminance adaptation and contrast sensitive function (csf). finally, the discrimination between reference and distorted images perceptual features is quantified using a pooling strategy before the final image quality is obtained. experimental results demonstrate that the performance of the proposed prevails over some existing methods on live database ii. |
| WOS标题词 | science & technology ; technology ; physical sciences |
| 类目[WOS] | computer science, software engineering ; mathematics, interdisciplinary applications |
| 研究领域[WOS] | computer science ; mathematics |
| 关键词[WOS] | morphological diversity ; source separation ; contourlet ; distortion ; model |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000296623700004 |
| 公开日期 | 2012-06-29 |
| 源URL | [http://ir.opt.ac.cn/handle/181661/19858]  |
| 专题 | 西安光学精密机械研究所_光学影像学习与分析中心 |
| 作者单位 | 1.Xidian Univ, VIPS Lab, Sch Elect Engn, Minist Educ China, Xian 710071, Shaanxi, Peoples R China 2.Xidian Univ, Key Lab Intelligent Percept & Image Understanding, Sch Elect Engn, Minist Educ China, Xian 710071, Shaanxi, Peoples R China 3.Chinese Acad Sci, Ctr OPT IMagery Anal & Learning OPTIMAL, State Key Lab Transient Opt & Photon, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China |
| 推荐引用方式 GB/T 7714 | He, Lihuo,Lu, Wen,Gao, Xinbo,et al. A NOVEL METRIC BASED ON MCA FOR IMAGE QUALITY[J]. international journal of wavelets multiresolution and information processing,2011,9(5):743-757. |
| APA | He, Lihuo,Lu, Wen,Gao, Xinbo,Tao, Dacheng,&Li, Xuelong.(2011).A NOVEL METRIC BASED ON MCA FOR IMAGE QUALITY.international journal of wavelets multiresolution and information processing,9(5),743-757. |
| MLA | He, Lihuo,et al."A NOVEL METRIC BASED ON MCA FOR IMAGE QUALITY".international journal of wavelets multiresolution and information processing 9.5(2011):743-757. |
入库方式： OAI收割
来源：西安光学精密机械研究所
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