Color fractal structure model for reduced-reference colorful image quality assessment
文献类型：会议论文
| 作者 | He, Lihuo ; Wang, Dongxue ; Li, Xuelong ; Tao, Dacheng ; Gao, Xinbo ; Gao, Fei |
| 出版日期 | 2012 |
| 会议名称 | 19th international conference on neural information processing, iconip 2012 |
| 会议日期 | november 12, 2012 - november 15, 2012 |
| 会议地点 | doha, qatar |
| 页码 | 401-408 |
| 英文摘要 | developing reduced reference image quality assessment (rr-iqa) plays a vital role in dealing with the prediction of the visual quality of distorted images. however, most of existing methods fail to take color information into consideration, although the color distortion is significant for the increasing color images. to solve the aforementioned problem, this paper proposed a novel iqa method which focuses on the color distortion. in particular, we extract color features based on the model of color fractal structure. then the color and structure features are mapped into visual quality using the support vector regression. experimental results on the live ii database demonstrate that the proposed method has a good consistency with the human perception especially on images with color distortion. |
| 收录类别 | EI |
| 产权排序 | 2 |
| 会议主办者 | united development company psc (udc); qatar petrochemical company; exxonmobil; qatar petroleum; texas a and m university at qatar; asia pacific neural network assembly |
| 会议录 | neural information processing - 19th international conference, iconip 2012, proceedings
 |
| 会议录出版者 | springer verlag, tiergartenstrasse 17, heidelberg, d-69121,germany |
| 会议录出版地 | germany |
| 语种 | 英语 |
| ISSN号 | 3029743 |
| ISBN号 | 9783642344800 |
| 源URL | [http://ir.opt.ac.cn/handle/181661/20535]  |
| 专题 | 西安光学精密机械研究所_光学影像学习与分析中心 |
| 推荐引用方式 GB/T 7714 | He, Lihuo,Wang, Dongxue,Li, Xuelong,et al. Color fractal structure model for reduced-reference colorful image quality assessment[C]. 见:19th international conference on neural information processing, iconip 2012. doha, qatar. november 12, 2012 - november 15, 2012. |
入库方式： OAI收割
来源：西安光学精密机械研究所
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