三维人脸特征提取方法综述

Abstract

Abstract:

Effective face feature extraction is the key component of face recognition technology.The traditional 2D images are vulnerable to illumination,facial pose and expression,while the effect of 3D data is thought to not vulnerable to illumination and facial pose.This article reviews 3D face feature extraction from the local features and the overall features.The article compares some of the methods and analyzes the effectiveness of these methods,and finally summarizes the advantages and disadvantages of the 3D face feature extraction method.

Key words: 3D face feature extraction;feature extraction;local feature;overall feature;feature point

CLC Number:

TP391.41

WANG Hong-Yong, WANG Qing-Qing. A Survey of the 3D Face Feature Extraction Method[J]., 2012, 25(12): 141-.

References

［1］KEVIN W B,KYONG C,PATRICK F.A survey of 3D and multi-modal 3D+2D face recognition［R］.USA:Notre Dame Department of Computer Science and Engineering Technical Report,2004.

［2］BOWYER K W.CHANG K,FLYNN P.A survey of approaches and challenges in 3D and multimodal 2D+3D face recognition［J］.Computer Vision and Image Understanding,2006,25(8):139-147.

［3］WANG Yingjie,CHUA C S,HO Y K.Facial feature detection and face recognition from 2D and 3D images［J］.Pattern Recogniton Letters,2002,23(10):1191-1202.

［4］MORENO A B,SANCHEZ A,VELEZ J F,et al.Face recognition using 3D face recognition［C］.International Conference on Audio-and-Video based Biometric Person Authentication,2005.

［5］杨颖,耿国华.人脸特征点自动标定方法的研究［J］.计算机应用与软件,2007,31(6):62-66.

［6］王蜜宫,陈锻生,林超.基于局部形状图的三维人脸特征点自动定位［J］.计算机应用,2010,29(9):19-24.

［7］DORAI C,JAIN A K.COSMOS-A representation scheme for 3D free-form objects［J］.IEEE Transaction on PAMI,1997,19(10):1115-1130.

［8］LU X,COLBRY D,JAIN A.Three-dimensional model based face recognition［C］.Cambrige,UK:InProc.International Conference on Pattern Recogniton,2004:362-366.

［9］张广鹏,张艳宁,郭哲.基于精确主轴分析及ICP的三维人脸配准［J］.计算机工程与应用,2009,31(5):98-101.

［10］李晓莉,达飞鹏.基于侧面轮廓线和刚性区域的三维人脸识别［J］.中国图象图形学报,2010,34(2):367-372.

［11］NAGAMINE T,UEMURA T,MASUDA I.3D facial image analysis for human identification［C］.International Conference on Pattern Recognition,1992:324-327.

［12］PAN G,WU Z H.3D face recognition from range data［J］.International Journal of Image and Graghics,2005(5):573-593.

［13］雷蕴奇,宋晓冰,袁美玲,等.双目视觉中的一种人脸立体匹配及视差计算方法［J］.厦门大学学报:自然科学版,2009,32(1):191-196.

［14］HESHER C,SRIVASTAVA A,ERLEBACHER G.A novel technique for face recognition using range images［C］.Seventh Int'l Symposium on Signal Processing and Its Application,2003.

［15］KIRBY M,SIROVICH L.Application of the Karhumen-loeve procedure for the characterization of human faces［J］.IEEE Transaction on PAMI,1990,12(1):103-108.

［16］TURK M,PENTLAND A.Face processing:models for recognition［C］.Proc.Intelligent Robots and Computer Vision VIII,SPIE,1989,192:22-32.

［17］阮秋琦,田文君.具有深度图像的三维人脸特征提取［J］.铁道学报,2009,33(4):87-92.

［18］LEE J C,MILIOS E.Matching range images of human faces［C］.International Conference on Computer Vision,1990,39(1):1023-1036.

［19］TANAKA H T,IKEDA M,CHIAKI H.Curvature-based face surface recognition using spherical correlation principal directions for curved object recognition［C］.Third International Conference on Automated Face and Gesture Recognition,1998:372-277.

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A Survey of the 3D Face Feature Extraction Method

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