Facial feature extraction and pose determination

被引：96

作者：

Nikolaidis, A ^{[1
]}

Pitas, I ^{[1
]}

机构：

[1] Aristotle Univ Thessaloniki, Dept Informat, GR-54006 Thessaloniki, Greece

来源：

PATTERN RECOGNITION | 2000年 / 33卷 / 11期

关键词：

minima analysis; adaptive Hough transform; template matching; active contour models; projective geometry; biometric properties;

D O I：

10.1016/S0031-3203(99)00176-4

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A combined approach for facial feature extraction and determination of gaze direction is proposed that employs some improved variations of the adaptive Hough transform for curve detection, minima analysis of feature candidates, template matching for inner facial feature localization, active contour models for inner face contour detection and projective geometry properties for accurate pose determination. The aim is to provide a sufficient set of features for further use in a face recognition or face tracking system. (C) 2000 Pattern Recognition Society. Published by Elsevier Science Ltd. All rights reserved.

引用

页码：1783 / 1791

页数：9

共 17 条

[1]

[Anonymous], 1993, Digital Image Processing Algorithms

[2]

[Anonymous], P INT C AC SPEECH SI

[3] FACE RECOGNITION - FEATURES VERSUS TEMPLATES [J].

BRUNELLI, R ;

POGGIO, T .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1993, 15 (10) :1042-1052

[4] HUMAN AND MACHINE RECOGNITION OF FACES - A SURVEY [J].

CHELLAPPA, R ;

WILSON, CL ;

SIROHEY, S .

PROCEEDINGS OF THE IEEE, 1995, 83 (05) :705-740

[5]

ESME B, 1996, P ICPR 96 VIENN AUST, P1511

[6]

Fischer S, 1997, LECT NOTES COMPUT SC, V1206, P21, DOI 10.1007/BFb0015975

[7]

Gunn S. R., 1996, Proceedings of the 13th International Conference on Pattern Recognition, P581, DOI 10.1109/ICPR.1996.546890

[8]

Haralick R. M., 1992, COMPUTER ROBOT VISIO, V1

[9] THE ADAPTIVE HOUGH TRANSFORM [J].

ILLINGWORTH, J ;

KITTLER, J .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1987, 9 (05) :690-698

[10] SNAKES - ACTIVE CONTOUR MODELS [J].

KASS, M ;

WITKIN, A ;

TERZOPOULOS, D .

INTERNATIONAL JOURNAL OF COMPUTER VISION, 1987, 1 (04) :321-331

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