A Review of Active Appearance Models

CORC > 西安光学精密机械研究所 > 中国科学院西安光学精密机械研究所 > 光学影像学习与分析中心

	A Review of Active Appearance Models
	Gao, Xinbo 1; Su, Ya 1; Li, Xuelong 2; Tao, Dacheng 3
刊名	ieee transactions on systems man and cybernetics part c-applications and reviews
	2010-03-01
卷号	40 期号:2 页码:145-158
关键词	Active appearance model (AAM) review
ISSN号	1094-6977
通讯作者	gao xinbo
合作状况	其它
英文摘要	active appearance model (aam) is a powerful generative method for modeling deformable objects. the model decouples the shape and the texture variations of objects, which is followed by an efficient gradient-based model fitting method. due to the flexible and simple framework, aam has been widely applied in the fields of computer vision. however, difficulties are met when it is applied to various practical issues, which lead to a lot of prominent improvements to the model. nevertheless, these difficulties and improvements have not been studied systematically. this motivates us to review the recent advances of aam. this paper focuses on the improvements in the literature in turns of the problems suffered by aam in practical applications. therefore, these algorithms are summarized from three aspects, i.e., efficiency, discrimination, and robustness. additionally, some applications and implementations of aam are also enumerated. the main purpose of this paper is to serve as a guide for further research.
学科主题	信号与模式识别 ; 计算机应用其他学科（含图像处理）
WOS标题词	science & technology ; technology
类目[WOS]	computer science, artificial intelligence ; computer science, cybernetics ; computer science, interdisciplinary applications
研究领域[WOS]	computer science
关键词[WOS]	facial expression recognition ; face recognition ; shape models ; cardiac mr ; segmentation ; images ; sequences ; gender ; motion ; aam
收录类别	SCI ; EI
语种	英语
WOS记录号	WOS:000274736500002
公开日期	2011-01-11
内容类型	期刊论文
源URL	[http://ir.opt.ac.cn/handle/181661/8582]
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, State Key Lab Transient Opt & Photon, Xian 710119, Peoples R China 3.Nanyang Technol Univ, Sch Comp Engn, Singapore 639798, Singapore
推荐引用方式 GB/T 7714	Gao, Xinbo,Su, Ya,Li, Xuelong,et al. A Review of Active Appearance Models[J]. ieee transactions on systems man and cybernetics part c-applications and reviews,2010,40(2):145-158.
APA	Gao, Xinbo,Su, Ya,Li, Xuelong,&Tao, Dacheng.(2010).A Review of Active Appearance Models.ieee transactions on systems man and cybernetics part c-applications and reviews,40(2),145-158.
MLA	Gao, Xinbo,et al."A Review of Active Appearance Models".ieee transactions on systems man and cybernetics part c-applications and reviews 40.2(2010):145-158.