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基于聚类建模的三维人脸识别技术研究

魏衍君 杨明莉

陕西科技大学学报(自然科学版)2012,Vol.30Issue(2):77-81,5.
陕西科技大学学报(自然科学版)2012,Vol.30Issue(2):77-81,5.

基于聚类建模的三维人脸识别技术研究

Research of 3D Face Recognition Technology Based on the Cluster Modeling

魏衍君 1杨明莉1

作者信息

  • 1. 商丘职业技术学院计算机系,河南商丘476000
  • 折叠

摘要

Abstract

As the information collection difficulties, environmental conditions, lack of ways and means to achieve and so on, the realization of 3D face recognition is still immature. This paper applied cluster analysis techniques to 3D face modeling, 3D face similarity should come first in the framework, we reasonably defined similarity by Conic Affinity and designed a novel recognition strategy for our new framework of face recognition system based on cluster modeling. Experiments show that clustering-based modeling of face recognition system during the time when the spending is far lower than the traditional deformable model approach, but also to face the number of samples is not sensitive.

关键词

三维形变模型/人脸聚类/人脸建模/人脸识别

Key words

3D morphable model/ face cluster/ face modeling/ face recognition

分类

计算机与自动化

引用本文复制引用

魏衍君,杨明莉..基于聚类建模的三维人脸识别技术研究[J].陕西科技大学学报(自然科学版),2012,30(2):77-81,5.

基金项目

河南省商丘市科技攻关计划项目(2010) (2010)

陕西科技大学学报(自然科学版)

OACSTPCD

2096-398X

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