A Review of Active Appearance Models
文献类型：期刊论文
| 作者 | Gao, Xinbo1; Su, Ya1; Li, Xuelong2; Tao, Dacheng3 |
| 刊名 | ieee transactions on systems man and cybernetics part c-applications and reviews
 |
| 出版日期 | 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. |
| WOS标题词 | science & technology ; technology |
| 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） |
| 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 |
| 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. |
入库方式： OAI收割
来源：西安光学精密机械研究所
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