Learning Convolutional Domain-Robust Representations for Cross-View Face Recognition
文献类型：期刊论文
| 作者 | Chen, Xue; Wang, Chunheng ; Xiao, Baihua; Gao, Song
|
| 刊名 | IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS
 |
| 出版日期 | 2014-12-01 |
| 卷号 | E97D期号:12页码:3239-3243 |
| 关键词 | cross-view face recognition convolutional deep belief networks domain-robust |
| 英文摘要 | This paper proposes to obtain high-level, domain-robust representations for cross-view face recognition. Specially, we introduce Convolutional Deep Belief Networks (CDBN) as the feature learning model, and an CDBN based interpolating path between the source and target views is built to model the correlation of cross-view data. The promising results outperform other state-of-the-art methods. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Information Systems ; Computer Science, Software Engineering |
| 研究领域[WOS] | Computer Science |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000348141600031 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3747]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_影像分析与机器视觉团队 |
| 作者单位 | Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Chen, Xue,Wang, Chunheng,Xiao, Baihua,et al. Learning Convolutional Domain-Robust Representations for Cross-View Face Recognition[J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS,2014,E97D(12):3239-3243. |
| APA | Chen, Xue,Wang, Chunheng,Xiao, Baihua,&Gao, Song.(2014).Learning Convolutional Domain-Robust Representations for Cross-View Face Recognition.IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS,E97D(12),3239-3243. |
| MLA | Chen, Xue,et al."Learning Convolutional Domain-Robust Representations for Cross-View Face Recognition".IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS E97D.12(2014):3239-3243. |
入库方式： OAI收割
来源：自动化研究所
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