Sparse frontal face image synthesis from an arbitrary profile image
文献类型：期刊论文
| 作者 | Zhao, Lin1; Gao, Xinbo1; Yuan, Yuan2 ; Tao, Dapeng3
|
| 刊名 | neurocomputing
 |
| 出版日期 | 2014-03-27 |
| 卷号 | 128页码:466-475 |
| 关键词 | Face synthesis Virtual frontal view Inverse problems Local patch |
| ISSN号 | 0925-2312 |
| 英文摘要 | frontal face image synthesis from an arbitrary profile image plays an important role in automatic video surveillance systems, and remains a challenge in computer vision. the strategies of partition are popular and promising for synthesizing frontal face images. however, conventional rectangular partition criterions fail to align corresponding patches in profile images and frontal face images. given an arbitrary profile image, to synthesize a corresponding frontal face image which is smooth in texture and similar in appearance, we introduce a triangulation-based partition criterion and do synthesis based on sparse representation. the triangulation-based partition ensures the corresponding triangular patches are strictly aligned. and sparse representation adaptively finds the most similar patches for synthesis while abandons unlike patches. furthermore, a confederate learning strategy is proposed to reduce the blocking artifacts caused by triangulation-based partition. experimental results conducted on the oriental face database demonstrate the effectiveness of the proposed frontal face image synthesis method and advantages over previous works. (c) 2013 elsevier b.v. all rights reserved. |
| 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] | active appearance models ; recognition ; regression |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000331851700050 |
| 公开日期 | 2015-03-18 |
| 源URL | [http://ir.opt.ac.cn/handle/181661/22407]  |
| 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, Xian 710071, Peoples R China 2.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Peoples R China 3.S China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510640, Guangdong, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhao, Lin,Gao, Xinbo,Yuan, Yuan,et al. Sparse frontal face image synthesis from an arbitrary profile image[J]. neurocomputing,2014,128:466-475. |
| APA | Zhao, Lin,Gao, Xinbo,Yuan, Yuan,&Tao, Dapeng.(2014).Sparse frontal face image synthesis from an arbitrary profile image.neurocomputing,128,466-475. |
| MLA | Zhao, Lin,et al."Sparse frontal face image synthesis from an arbitrary profile image".neurocomputing 128(2014):466-475. |
入库方式： OAI收割
来源：西安光学精密机械研究所
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