Title :
The Frame of Cognitive Pattern Recognition
Author :
Youguo, Pi ; Huailin, Shu ; Tiancai, Liang
Author_Institution :
South China Univ. of Technol., Guangzhou
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;
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
DOI :
10.1109/CHICC.2006.4347565
