A feature-based face recognition system

被引:10
作者
Campadelli, P [1 ]
Lanzarotti, R [1 ]
Savazzi, C [1 ]
机构
[1] Univ Milan, Dipartimento Sci Informaz, I-20135 Milan, Italy
来源
12TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS | 2003年
关键词
D O I
10.1109/ICIAP.2003.1234027
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A completely automatic face recognition system is presented. The method works on color and gray level images: after having localized the face and the facial features, it determines 16 facial fiducial points, and characterizes them applying a bank of filters which extract the peculiar texture around them (jets). Recognition is realized measuring the similarity between the different jets. The system is inspired by the elastic bunch graph method, but the fiducial point localization does not require any manual setting or operator intervention.
引用
收藏
页码:68 / 73
页数:6
相关论文
共 6 条
[1]  
Campadelli P., 2002, Proceedings of Second IASTED International Conference Visualization, Imaging, and Image Processing, P491
[2]  
CAMPADELLI P, 2003, IN PRESS INT S TEL I
[3]   REPRESENTATION OF LOCAL GEOMETRY IN THE VISUAL-SYSTEM [J].
KOENDERINK, JJ ;
VANDOORN, AJ .
BIOLOGICAL CYBERNETICS, 1987, 55 (06) :367-375
[4]  
Turk M., 1991, J COGNITIVE NEUROSCI, V3
[5]  
Wiskott L, 1999, INT SER COMPUTAT INT, P355
[6]   FEATURE-EXTRACTION FROM FACES USING DEFORMABLE TEMPLATES [J].
YUILLE, AL ;
HALLINAN, PW ;
COHEN, DS .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 1992, 8 (02) :99-111