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基于变形与测地距离一致性约束的3D面皮点对应

贺洁琼 耿国华 杜洪强 郭鹏 贺毅岳 李康

计算机应用研究2012,Vol.29Issue(12):4750-4753,4.
计算机应用研究2012,Vol.29Issue(12):4750-4753,4.DOI:10.3969/j.issn.1001-3695.2012.12.091

基于变形与测地距离一致性约束的3D面皮点对应

3D facial correspondence based on deformation and geodesic distance consistency constraint

贺洁琼 1耿国华 1杜洪强 1郭鹏 2贺毅岳 1李康3

作者信息

  • 1. 西北大学信息科学与技术学院,西安710127
  • 2. 中航工业西安计算技术研究所,西安710068
  • 3. 西北大学经济管理学院,西安710127
  • 折叠

摘要

Abstract

Aiming at the 3D physiology point correspondence between faces samples,considering the advantages of geodesic distance in describing complex surface shape, this paper proposed a new 3D facial physiology correspondence method based on model deformation and geodesic distance consistency constraint. Firstly, it marked feature points based on the Frankfurt coordinate and the face model deformed based on thin plate spline function according to the correspondence of feature points. Secondly , it established the initial correspondence set according to the geometric feature vector of feature points, then pruned the initial correspondence set depending on geodesic distance consistency constraint in order to generate a kernel set. Finally, it extended the kernel set until each vetex on source model has corresponded. Experimental results prove that this method improves the precision of point correspondence, and it can establish 3D face physiology point correspondence effectively.

关键词

三维面皮/点对应/TPS变形/特征点/测地距离约束

Key words

3D face/ point correspondence/ TPS deformation/ feature point/ geodesic distance constraint

分类

信息技术与安全科学

引用本文复制引用

贺洁琼,耿国华,杜洪强,郭鹏,贺毅岳,李康..基于变形与测地距离一致性约束的3D面皮点对应[J].计算机应用研究,2012,29(12):4750-4753,4.

基金项目

国家自然科学基金资助项目(F010402) (F010402)

国家重点基础研究发展计划前期专项项目(2011CB311801) (2011CB311801)

西北大学研究生自主创新基金资助项目(10YZZ15) (10YZZ15)

陕西省自然科学基础研究计划资助项目(2011JQ8029) (2011JQ8029)

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

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