期刊
IET COMPUTER VISION
卷 5, 期 6, 页码 348-357出版社
WILEY
DOI: 10.1049/iet-cvi.2010.0184
关键词
-
资金
- Spanish Ministry of Industry, Tourism and Commerce [TSI 020110 2009 389]
- Ministry of Science and Innovation [TEC-2008-05894]
- Regional Government of Galicia [09TIC026E]
In this study, the authors study the performance of a novel active appearance model (AAM)-based fully automatic system for pose robust face recognition that allows faster fitting to a no frontal view and generation of virtual views. The system follows a multiresolution scheme, where the first level is used to initialise a generic AAM, pose angle is automatically estimated using eigenvector analysis, and then a pose-dependent AAM model is selected. Next level refines AAM model fitting and registration. Finally, a virtual frontal view is created before face matching. Recognition results over CMU PIE database show similar values compared with the performance achieved with manually landmarked faces. Compared with a classical view-based approach, this multiresolution scheme performs similarly but is sensibly faster.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据