The Frame of Cognitive Pattern Recognition

Author

Youguo, Pi ; Huailin, Shu ; Tiancai, Liang

Author_Institution

South China Univ. of Technol., Guangzhou

fYear

2007

Firstpage

694

Lastpage

696

Abstract

Cognitive pattern recognition has two basic research problems, one is to understand principle of human pattern recognition, and the other is to develop computer recognition system which has certain learning ability and adaptive ability based on principle of human pattern recognition. Some achievement of pattern recognition in cognitive science was present , the frame of tradition machine pattern recognition was described. How to apply achievement of cognitive science to traditional machine pattern recognition by combining with characteristic of machine pattern recognition was discussed. Recognition of printed digit character was performed according to frame of cognitive pattern recognition, and the frame is supported by the result of experiment.

Keywords

cognitive systems; learning (artificial intelligence); pattern recognition; adaptive ability; cognitive pattern recognition; cognitive science; computer recognition system; human pattern recognition; learning ability; machine pattern recognition; Brain modeling; Cognitive science; Decision making; Educational institutions; Humans; Pattern matching; Pattern recognition; Prototypes; Psychology; Sense organs; architecture; cognitive system; pattern recognition;

fLanguage

English

Publisher

ieee

Conference_Titel

Control Conference, 2007. CCC 2007. Chinese

Conference_Location

Hunan

Print_ISBN

978-7-81124-055-9

Electronic_ISBN

978-7-900719-22-5

Type

conf

DOI

10.1109/CHICC.2006.4347565

Filename

4347565