Pose-Normalized 3D Face Modeling

포즈 정규화된 3D 얼굴 모델링 기법

  • Yu, Sun-Jin (BERC, School of Electrical and Electronic Engineering Yonsei University) ;
  • Kim, Sang-Ki (BERC, School of Electrical and Electronic Engineering Yonsei University) ;
  • Kim, Il-Do (BERC, School of Electrical and Electronic Engineering Yonsei University) ;
  • Lee, Sang-Youn (BERC, School of Electrical and Electronic Engineering Yonsei University)
  • 유선진 (생체인식 연구센터, 연세대학교 전기전자공학과) ;
  • 김상기 (생체인식 연구센터, 연세대학교 전기전자공학과) ;
  • 김일도 (생체인식 연구센터, 연세대학교 전기전자공학과) ;
  • 이상윤 (생체인식 연구센터, 연세대학교 전기전자공학과)
  • Published : 2006.06.21

Abstract

This paper presents an automatic pose-normalized 3D face data acquisition method using 2D and 3D information. We propose an automatic pose-normalized 3D face acquisition method that accomplishes 3D face modeling and 3D face pose-normalization at once. The proposed method uses 2D information with AAM (Active Appearance Model) and 3D information with 3D normal vector. The 3D face modeling system consists of 2 cameras and 1 projector. In order to verify proposed pose-normalized 3D modeling method, we made an experiment for 2.5D face recognition. The experimental result shows that proposed method is robust against pose variation.

Keywords