Classifier selection for face recognition algorithm based on active shape model

被引：0
|
作者：
Florek, Andrzej [1 ]
Krol, Maciej [1 ]
机构：
[1] Poznan Univ Tech, Inst Control & Informat Engn, Automat Control & Robot Div, PL-60965 Poznan, Poland
来源：
VISAPP 2008: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS, VOL 2 | 2008年
关键词：
face classification; active shape model; support vector machines; fisher linear discriminant analysis;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, experimental results from the face contour classification tests are shown. The presented approach is dedicated to a face recognition algorithm based on the Active Shape Model. The results were obtained from experiments carried out on the set of 2700 images taken from 100 persons. Manually fitted contours (194 samples for eight components of one face contour) were classified after feature space decomposition carried out by the Linear Discriminant Analysis or by the Support Vector Machines algorithms.
引用
收藏
页码：276 / 281
页数：6
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