| Image quality assessment based on S-CIELAB model | |
| He, Lihuo1; Gao, Xinbo1; Lu, Wen1; Li, Xuelong2; Tao, Dacheng3 | |
| 作者部门 | 光学影像分析与学习中心 |
| 2011-09-01 | |
| 发表期刊 | SIGNAL IMAGE AND VIDEO PROCESSING
 |
| ISSN | 1863-1703 |
| 卷号 | 5期号:3页码:283-290 |
| 摘要 | This paper proposes a new image quality assessment framework which is based on color perceptual model. By analyzing the shortages of the existing image quality assessment methods and combining the color perceptual model, the general framework of color image quality assessment based on the S-CIELAB color space is presented. The S-CIELAB color model, a spatial extension of CIELAB, has an excellent performance for mimicking the perceptual processing of human color vision. This paper incorporates excellent color perceptual characteristics model with the geometrical distortion measurement to assess the image quality. First, the reference and distorted images are transformed into S-CIELAB color perceptual space, and the transformed images are evaluated by existing metric in three color perceptual channels. The fidelity factors of three channels are weighted to obtain the image quality. Experimental results achieved on LIVE database II shows that the proposed methods are in good consistency with human subjective assessment results. |
| 文章类型 | Article |
| 关键词 | Image Quality Assessment Color Vision S-cielab Perceptual Characteristics |
| WOS标题词 | Science & Technology ; Technology |
| DOI | 10.1007/s11760-010-0200-x |
| URL | 查看原文 |
| 收录类别 | SCI ; EI |
| 关键词[WOS] | COLOR ; VISIBILITY |
| 语种 | 英语 |
| WOS研究方向 | Engineering ; Imaging Science & Photographic Technology |
| WOS类目 | Engineering, Electrical & Electronic ; Imaging Science & Photographic Technology |
| WOS记录号 | WOS:000294056500003 |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.opt.ac.cn/handle/181661/19868 |
| 专题 | 光谱成像技术研究室 |
| 作者单位 | 1.Xidian Univ, Sch Elect Engn, Xian 710071, Peoples R China 2.Chinese Acad Sci, Ctr Opt IMagery Anal & Learning OPTIMAL, State Key Lab Transient Opt & Photon, Xian Inst Opt & Precis Mech, Xian 71011, Peoples R China 3.Nanyang Technol Univ, Sch Comp Engn, Singapore 639798, Singapore |
| 推荐引用方式 GB/T 7714 | He, Lihuo,Gao, Xinbo,Lu, Wen,et al. Image quality assessment based on S-CIELAB model[J]. SIGNAL IMAGE AND VIDEO PROCESSING,2011,5(3):283-290. |
| APA | He, Lihuo,Gao, Xinbo,Lu, Wen,Li, Xuelong,&Tao, Dacheng.(2011).Image quality assessment based on S-CIELAB model.SIGNAL IMAGE AND VIDEO PROCESSING,5(3),283-290. |
| MLA | He, Lihuo,et al."Image quality assessment based on S-CIELAB model".SIGNAL IMAGE AND VIDEO PROCESSING 5.3(2011):283-290. |
| 条目包含的文件 | ||||||
| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| Image quality assess（864KB） | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 | |
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