Sparse frontal face image synthesis from an arbitrary profile image

doi:10.1016/j.neucom.2013.08.018

OPT OpenIR > 光谱成像技术研究室

	Sparse frontal face image synthesis from an arbitrary profile image
	Zhao, Lin 1; Gao, Xinbo 1; Yuan, Yuan2 ; Tao, Dapeng 3
作者部门	光学影像学习与分析中心
	2014-03-27
发表期刊	NEUROCOMPUTING
ISSN	0925-2312
卷号	128 页码:466-475
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.
文章类型	Article
关键词	Face Synthesis Virtual Frontal View Inverse Problems Local Patch
WOS标题词	Science & Technology ; Technology
DOI	10.1016/j.neucom.2013.08.018
收录类别	SCI ; EI
关键词[WOS]	ACTIVE APPEARANCE MODELS ; RECOGNITION ; REGRESSION
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000331851700050
引用统计	被引频次：5[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.opt.ac.cn/handle/181661/22407
专题	光谱成像技术研究室
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.

条目包含的文件
文件名称/大小	文献类型	版本类型	开放类型	使用许可
Sparse frontal face （2204KB）	期刊论文	出版稿	限制开放	CC BY	请求全文