人脸识别研究综述

被引：107

作者：

李武军

王崇骏

张炜

陈世福

机构：

[1] 南京大学计算机软件新技术国家重点实验室

来源：

模式识别与人工智能 | 2006年 / 19卷 / 01期

关键词：

人脸识别; 人脸检测; 模式识别;

D O I：

暂无

中图分类号：

TP391.41 [];

学科分类号：

080203 ;

摘要：

人脸识别已成为多个学科领域的研究热点之一.本文对人脸识别的发展历史、研究现状进行了综述,系统地对目前主流人脸识别方法进行了分类.针对人脸识别面临的挑战,着重对近几年来在光照和姿态变化处理方面的研究进展进行了详细论述,并对未来人脸识别的发展方向进行了展望.

引用

页码：58 / 66

页数：9

共 13 条

[1] Active appearance models revisited
Matthews, I
Baker, S
[J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 2004, 60 (02) : 135 - 164
[2] Face recognition[J] . W. Zhao,R. Chellappa,P. J. Phillips,A. Rosenfeld.ACM Computing Surveys (CSUR) . 2003 (4)
[3] Recognizing faces with PCA and ICA[J] . Bruce A. Draper,Kyungim Baek,Marian Stewart Bartlett,J.Ross Beveridge.Computer Vision and Image Understanding . 2003 (1)
[4] The FERET database and evaluation procedure for face-recognition algorithms
Phillips, PJ
Wechsler, H
Huang, J
Rauss, PJ
[J]. IMAGE AND VISION COMPUTING, 1998, 16 (05) : 295 - 306
[5] What is the set of images of an object under all possible illumination conditions?
Belhumeur, PN
Kriegman, DJ
[J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 1998, 28 (03) : 245 - 260
[6] Face recognition using transform features and neural networks
Ranganath, S
Arun, K
[J]. PATTERN RECOGNITION, 1997, 30 (10) : 1615 - 1622
[7] ACTIVE SHAPE MODELS - THEIR TRAINING AND APPLICATION
COOTES, TF
TAYLOR, CJ
COOPER, DH
GRAHAM, J
[J]. COMPUTER VISION AND IMAGE UNDERSTANDING, 1995, 61 (01) : 38 - 59
[8] VISUAL LEARNING AND RECOGNITION OF 3-D OBJECTS FROM APPEARANCE
MURASE, H
NAYAR, SK
[J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 1995, 14 (01) : 5 - 24
[9] EIGENFACES FOR RECOGNITION
TURK, M
PENTLAND, A
[J]. JOURNAL OF COGNITIVE NEUROSCIENCE, 1991, 3 (01) : 71 - 86
[10] Maximum Likelihood from Incomplete Data via the EM Algorithm[J] . A. P. Dempster,N. M. Laird,D. B. Rubin.Journal of the Royal Statistical Society. Series . 1977 (1)

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