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A Comprehensive Survey to Face Hallucination
文献类型：期刊论文
| 作者 | Wang, Nannan1; Tao, Dacheng2 ; Gao, Xinbo1; Li, Xuelong3; Li, Jie1
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| 刊名 | international journal of computer vision
 |
| 出版日期 | 2014 |
| 卷号 | 106期号:1页码:9-30 |
| 关键词 | Face hallucination Face sketch-photo synthesis Face super-resolution Heterogeneous image transformation |
| ISSN号 | 0920-5691 |
| 英文摘要 | this paper comprehensively surveys the development of face hallucination (fh), including both face super-resolution and face sketch-photo synthesis techniques. indeed, these two techniques share the same objective of inferring a target face image (e.g. high-resolution face image, face sketch and face photo) from a corresponding source input (e.g. low-resolution face image, face photo and face sketch). considering the critical role of image interpretation in modern intelligent systems for authentication, surveillance, law enforcement, security control, and entertainment, fh has attracted growing attention in recent years. existing fh methods can be grouped into four categories: bayesian inference approaches, subspace learning approaches, a combination of bayesian inference and subspace learning approaches, and sparse representation-based approaches. in spite of achieving a certain level of development, fh is limited in its success by complex application conditions such as variant illuminations, poses, or views. this paper provides a holistic understanding and deep insight into fh, and presents a comparative analysis of representative methods and promising future directions. |
| WOS标题词 | science & technology ; technology |
| 类目[WOS] | computer science, artificial intelligence |
| 研究领域[WOS] | computer science |
| 关键词[WOS] | feret evaluation methodology ; photo-sketch synthesis ; low-level vision ; sparse representation ; recognition algorithms ; texture synthesis ; superresolution algorithms ; image superresolution ; residue compensation ; pattern-recognition |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000329626800001 |
| 公开日期 | 2015-03-18 |
| 源URL | [http://ir.opt.ac.cn/handle/181661/22391]  |
| 专题 | 西安光学精密机械研究所_光学影像学习与分析中心 |
| 作者单位 | 1.Xidian Univ, Sch Elect Engn, VIPS Lab, Xian 710071, Peoples R China 2.Univ Technol Sydney, Fac Engn & Informat Technol, Ctr Quantum Computat & Intelligent Syst, Ultimo, NSW 2007, Australia 3.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr OPT IMagery Anal & Learning OPTIMAL, State Key Lab Transient Opt & Photon, Xian 710119, Shaanxi, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wang, Nannan,Tao, Dacheng,Gao, Xinbo,et al. A Comprehensive Survey to Face Hallucination[J]. international journal of computer vision,2014,106(1):9-30. |
| APA | Wang, Nannan,Tao, Dacheng,Gao, Xinbo,Li, Xuelong,&Li, Jie.(2014).A Comprehensive Survey to Face Hallucination.international journal of computer vision,106(1),9-30. |
| MLA | Wang, Nannan,et al."A Comprehensive Survey to Face Hallucination".international journal of computer vision 106.1(2014):9-30. |
入库方式： OAI收割
来源：西安光学精密机械研究所
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