Latent face model for across-media face recognition
文献类型：期刊论文
| 作者 | Lv, Jiang-Jing; Huang, Jia-Shui; Zhou, Xiang-Dong ; Zhou, Xi; Feng, Yong
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| 刊名 | NEUROCOMPUTING
 |
| 出版日期 | 2016 |
| 卷号 | 216页码:735-745 |
| ISSN号 | 0925-2312 |
| DOI | 10.1016/j.neucom.2016.08.036 |
| 通讯作者 | Zhou, XD (reprint author), Chinese Acad Sci, Intelligent Multimedia Tech Res Ctr, Chongqing Inst Green & Intelligent Technol, Chongqing 400714, Peoples R China. |
| 英文摘要 | Across-media face recognition refers to recognizing face images from different sources (e.g., face sketch, 3D face model, and low resolution image). In spite of promising processes achieved in face recognition recent years, across-media face recognition is still a challenging problem due to the difficulty of feature matching between different modalities. In this paper, we propose a latent face model that creates mappings from a hidden space to different media space. Images from different media of the same person share the same latent vector in hidden space. A coupled Joint Bayesian model is used to calculate the joint probability of two faces from different media. To verify the effectiveness of our proposed method, extensive experiments conducted on various databases: self-collected low-resolution vs. high-resolution database, sketches vs. photos databases, 3D face model vs. photos on LFW database. Experimental results show that our method boosts the performance of face recognition with images from different sources. (C) 2016 Elsevier B.V. All rights reserved. |
| 语种 | 英语 |
| WOS记录号 | WOS:000388777400069 |
| 源URL | [http://119.78.100.138/handle/2HOD01W0/4352]  |
| 专题 | 智能安全技术研究中心 中国科学院重庆绿色智能技术研究院 |
| 作者单位 | (1) Chinese Acad Sci, Intelligent Multimedia Tech Res Ctr, Chongqing Inst Green & Intelligent Technol, Chongqing 400714, Peoples R China |
| 推荐引用方式 GB/T 7714 | Lv, Jiang-Jing,Huang, Jia-Shui,Zhou, Xiang-Dong,et al. Latent face model for across-media face recognition[J]. NEUROCOMPUTING,2016,216:735-745. |
| APA | Lv, Jiang-Jing,Huang, Jia-Shui,Zhou, Xiang-Dong,Zhou, Xi,&Feng, Yong.(2016).Latent face model for across-media face recognition.NEUROCOMPUTING,216,735-745. |
| MLA | Lv, Jiang-Jing,et al."Latent face model for across-media face recognition".NEUROCOMPUTING 216(2016):735-745. |
入库方式： OAI收割
来源：重庆绿色智能技术研究院
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