3D Face Reconstruction with Global and Local Constraints in Double spaces

被引：0
|
作者：
Han, Lihua [1 ,2 ]
Xiao, Quan [1 ,2 ,3 ]
Wang, Shoujue [1 ,2 ]
机构：
[1] Chinese Acad Sci, Suzhou Inst Nanotech & Nanobion, Suzhou, Peoples R China
[2] Chinese Acad Sci, Beijing, Peoples R China
[3] Shenzhen Wave Grp, Suzhou R&D Ctr, Suzhou, Peoples R China
来源：
PROCEEDINGS OF 2016 23RD INTERNATIONAL CONFERENCE ON MECHATRONICS AND MACHINE VISION IN PRACTICE (M2VIP) | 2016年
关键词：
3D face reconstruction; face shape space; face structure space; global constraint; local constraint; MORPHABLE MODEL; SINGLE IMAGE; SHAPE;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we proposed a new 3D face reconstruction approach to reconstruct the 3D face from a single 2D image with arbitrary pose. The proposed approach enhanced the 3D morphable model by introducing a new local face shape constraint in another space. Then, the face can be constrained in double spaces: the global face shape space and the local face structure space. The advantages of the proposed approach are: 1) it explores the global and local constraints in the double spaces; 2) it reconstructs the 3D face from a single face image with arbitrary pose. The approach is validated on BJUT 3D face database, and the 3D facial expressions are generated on FacewareHouse and FaceScurb database.
引用
收藏
页码：78 / 82
页数：5
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