face sketch synthesis via multivariate output regression
文献类型：会议论文
| 作者 | Chang Liang ; Zhou Mingquan ; Deng Xiaoming ; Wu Zhongke ; Han Yanjun |
| 出版日期 | 2011 |
| 会议名称 | 14th International Conference on Human-Computer Interaction, HCI International 2011 |
| 会议日期 | 9-Jul-20 |
| 会议地点 | Orlando, FL, United states |
| 关键词 | Human computer interaction Knowledge management |
| 页码 | 555-561 |
| 英文摘要 | This paper presents a multivariate output regression based method to synthesize face sketches from photos. The training photos and sketches are divided into small image patches. For each pairs of photo patch and its corresponding sketch patch in training data, a local regression model is built by multivariate output regression methods such as kernel ridge regression and relevance vector machine (RVM). Compared with commonly used single-output regression, multivariate output regression can enforce the synthesized sketch patches with structure constraints. Experiments are given to show the validity and effectiveness of the approach. © 2011 Springer-Verlag. |
| 收录类别 | EI |
| 会议录 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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| 会议录出版地 | Germany |
| 语种 | 英语 |
| ISSN号 | 3029743 |
| ISBN号 | 9783642216015 |
| 源URL | [http://124.16.136.157/handle/311060/14305]  |
| 专题 | 软件研究所_软件所图书馆_会议论文 |
| 推荐引用方式 GB/T 7714 | Chang Liang,Zhou Mingquan,Deng Xiaoming,et al. face sketch synthesis via multivariate output regression[C]. 见:14th International Conference on Human-Computer Interaction, HCI International 2011. Orlando, FL, United states. 9-Jul-20. |
入库方式： OAI收割
来源：软件研究所
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