Feature space transformation using genetic algorithms

被引:48
作者
Vafaie, H
De Jong, K
机构
[1] Data Syst Res, Mclean, VA 22102 USA
[2] George Mason Univ, Dept Comp Sci, Fairfax, VA 22030 USA
来源
IEEE INTELLIGENT SYSTEMS & THEIR APPLICATIONS | 1998年 / 13卷 / 02期
关键词
D O I
10.1109/5254.671093
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The authors have developed an autonomous system that transforms feature spaces to improve classification techniques. They apply their method to an eye-detection face recognition system, demonstrating substantially better classification rates than competing systems.
引用
收藏
页码:57 / 65
页数:9
相关论文
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VAFAIE H, 1997, THESIS G MASON U FAI
[12]  
Weiss S. M., 1991, COMPUTER SYSTEMS LEA
[13]  
WNEK J, 1993, THESIS G MASON U