An object-oriented framework of pattern recognition systems

Authors:
Norihiko Yoshida;Kouji Hino
Affiliations:
Department of Computer Science and Communication Engineering, Kyushu University, Hakozaki. Fukuoka 812, JAPAN;Department of Computer Science and Communication Engineering, Kyushu University, Hakozaki. Fukuoka 812, JAPAN
Venue:
OOPSLA '88 Conference proceedings on Object-oriented programming systems, languages and applications
Year:
1988

Citing 2
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Smalltalk-80: the language and its implementation

Smalltalk-80: the language and its implementation
Concurrent programming in Orient84/K: an object-oriented knowledge representation language

OOPWORK '86 Proceedings of the 1986 SIGPLAN workshop on Object-oriented programming

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Abstract

In this paper, we describe a purely object-oriented framework of pattern recognition systems. Its aim is in dealing with knowledge representation issues in pattern recognition. In our approach, everything works in an entirely autonomous and decentralized manner. Even a search procedure for sample-concept matching is distributed onto every concept object itself by being implemented in what we introduced as the recursive agent-blackboard model. We developed an experimental prototype of character recognition systems in Smalltalk-80, which proved the ability of the object-oriented framework and the cooperative search procedure.