A 3D face registration algorithm based on conformal mapping
发布时间:2023-09-27
点击次数:
- 影响因子:
- 2.0
- DOI码:
- 10.1002/cpe.4654
- 所属单位:
- WILEY
- 发表刊物:
- CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE
- 刊物所在地:
- 111 RIVER ST, HOBOKEN 07030-5774, NJ
- 关键字:
- conformal mapping;harmonic energy;landmark constraints;non-linear diffusion;surface registration
- 摘要:
- Recently, 3D facial datasets are more easily available, and at the same time, the research of 3D face becomes more and more important. One of the most important research fields is 3D face registration, which plays an important role in face recognition, face shape analysis, and face animation. However, one of the most challenging issues in 3D face registration is to obtain a unique mapping for faces with different expression and landmark constraints. In this paper, we propose a novel conformal mapping algorithm to deal with the 3D face registration. Besides, the calculation is about harmonic energy, which makes our method applicable to low-quality meshes. We begin with a harmonic mapping, then minimize the harmonic energy by a specific boundary condition on surfaces, and to obtain the conformal mapping, finally, we use a landmark-constrained surface registration algorithm to register faces. Numerical experiments on various surfaces demonstrate the efficiency and robustness of our method.
- 合写作者:
- Zhang Jialing,Li Yinghua
- 第一作者:
- Qian Kun
- 论文类型:
- 期刊论文
- 通讯作者:
- Su Kehua
- 文献类型:
- J
- 卷号:
- 30
- 期号:
- 22
- ISSN号:
- 1532-0626
- 是否译文:
- 否
- 发表时间:
- 2018-11-15
- 收录刊物:
- SCI、EI