Face sketch-photo synthesis based on support vector regression
文献类型：会议论文
| 作者 | ZhangJiewei ; WangNannan ; GaoXinbo ; TaoDacheng ; LiXuelong |
| 出版日期 | 2011 |
| 会议名称 | 2011 18th ieee international conference on image processing, icip 2011 |
| 会议日期 | september 11, 2011 - september 14, 2015 |
| 会议地点 | brussels, belgium |
| 关键词 | Face sketch-photo synthesis highfrequency information support vector regression |
| 页码 | 1125-1128 |
| 通讯作者 | zhang jiewei |
| 英文摘要 | the existing face sketch-photo synthesis methods trend to lose some vital details more or less. in this paper, we propose a novel sketch-photo synthesis approach based on support vector regression (svr) to handle this difficulty. first, we utilize an existing method to acquire the initial estimate of the synthesized image. then, the final synthesized image is obtained by combining the initial estimate and the svr based high frequency information together to further enhance the quality of synthesized image. experimental results on the benchmark database and our new constructed database demonstrate that the proposed method can achieve significant improvement on perceptual quality. moreover, the synthesized face images can obtain higher recognition rate when used in retrieval system. |
| 收录类别 | EI |
| 产权排序 | 2 |
| 会议主办者 | ieee; ieee signal processing society |
| 会议录 | proceedings - international conference on image processing, icip
 |
| 会议录出版者 | ieee computer society |
| 会议录出版地 | 445 hoes lane - p.o.box 1331, piscataway, nj 08855-1331, united states |
| 语种 | 英语 |
| ISSN号 | 1522-4880 |
| 源URL | [http://ir.opt.ac.cn/handle/181661/20130]  |
| 专题 | 西安光学精密机械研究所_瞬态光学技术国家重点实验室 |
| 推荐引用方式 GB/T 7714 | ZhangJiewei,WangNannan,GaoXinbo,et al. Face sketch-photo synthesis based on support vector regression[C]. 见:2011 18th ieee international conference on image processing, icip 2011. brussels, belgium. september 11, 2011 - september 14, 2015. |
入库方式： OAI收割
来源：西安光学精密机械研究所
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