3D face recognition algorithm based on nose tip contour and radial curve

被引：0

作者：

Tang, Linlin ^{[1
]}

Li, Zhangyan ^{[1
]}

Liu, Yang ^{[1
]}

Qi, Shuhan ^{[1
]}

Zhang, Jiajia ^{[1
]}

Pan, Jiancheng ^{[1
]}

Shi, Shuaijie ^{[1
]}

机构：

[1] Harbin Inst Technol, Shenzhen, Peoples R China

来源：

MULTIMEDIA TOOLS AND APPLICATIONS | 2022年 / 81卷 / 17期

关键词：

3D face recognition; Radical curve; Geodesic contour; FEATURES; SHAPE;

D O I：

10.1007/s11042-022-12730-5

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Human expression variations will cause non-rigid deformation of face scans, this is a challenge in face recognition research. Many rigid registration methods can not achieve good results in dealing with this problem. In this article, a novel method to avoid the influence of non rigid deformation on face recognition which uses radial curve and geodesic contour as features for matching is proposed. It can also reduce data size and speed up calculation. Shape analysis algorithm is also introduced to calculate geodesic distance of corresponding 3D curve of the simplified face as the basis of classification. Experimental results show its high efficiency.

引用

页码：23889 / 23912

页数：24

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