Image quality assessment based on S-CIELAB model
文献类型：期刊论文
| 作者 | He, Lihuo1; Gao, Xinbo1; Lu, Wen1; Li, Xuelong2; Tao, Dacheng3 |
| 刊名 | signal image and video processing
 |
| 出版日期 | 2011-09-01 |
| 卷号 | 5期号:3页码:283-290 |
| 关键词 | Image quality assessment Color vision S-CIELAB Perceptual characteristics |
| ISSN号 | 1863-1703 |
| 英文摘要 | 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. |
| WOS标题词 | science & technology ; technology |
| 类目[WOS] | engineering, electrical & electronic ; imaging science & photographic technology |
| 研究领域[WOS] | engineering ; imaging science & photographic technology |
| 关键词[WOS] | color ; visibility |
| 收录类别 | SCI ; EI |
| 原文出处 | http://www.springerlink.com/content/56n3326426140132/ |
| 语种 | 英语 |
| WOS记录号 | WOS:000294056500003 |
| 公开日期 | 2012-06-29 |
| 源URL | [http://ir.opt.ac.cn/handle/181661/19868]  |
| 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, 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. |
入库方式： OAI收割
来源：西安光学精密机械研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。