A new approach for eye feature extraction using 3D eye template - 文章详情页

作者：

Huang, W. (Huang, W..) | Yin, B. (Yin, B..) | Jiang, C. (Jiang, C..) | Miao, J. (Miao, J..)

收录：

Scopus

摘要：

In　this　paper,　we　propose　a　new　approach　for　eye　features　extraction　based　on　3D　deformable　eye　template　that　can　extract　the　precise　eye　features　of　both　front　faces　and　the　faces　with　different　orientation.　Firstly,　the　hair　is　separated　to　estimate　the　pose　of　face　by　a　method　based　on　seven　hair　templates,　from　which　the　rough　facial　orientation　can　be　obtained.　Then,　one　of　the　three　simple　eye　templates　is　chosen　to　locate　the　eyeball　according　to　the　facial　orientation.　Finally　the　3D　deformable　eye　template　is　used　to　extract　the　precise　feature　of　the　eyes.　Some　experiment　results　demonstrate　the　efficiency　of　the　approach　for　both　front　faces　and　the　faces　with　different　orientation.

关键词：

3D deformable eye template; Energy function; Eye localization; Pose estimation

作者机构：

[ 1 ] [Huang, W.]College of Computer Science, Beijing Polytechnic University, Beijing 100022, China Digital Media Lab., Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100080, China
[ 2 ] [Yin, B.]College of Computer Science, Beijing Polytechnic University, Beijing 100022, China Digital Media Lab., Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100080, China
[ 3 ] [Jiang, C.]College of Computer Science, Beijing Polytechnic University, Beijing 100022, China Digital Media Lab., Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100080, China
[ 4 ] [Miao, J.]College of Computer Science, Beijing Polytechnic University, Beijing 100022, China Digital Media Lab., Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100080, China

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