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A Step Towards Unification of Syntactic and Statistical Pattern Recognition

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1 Author(s)
Fu, K.S. ; School of Electrical Engineering, Purdue University. West Lafayette. IN 47907.

The problem of pattern recognition is discussed in terms of single-entity representation versus multiple-entity representation. A combined syntactic-semantic approach based on attributed grammars is suggested. Syntax-semantics tradeoff in pattern representation is demonstrated. This approach is intended to be an initial step toward unification of syntactic and statistical approaches to pattern recognition.

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Pattern Analysis and Machine Intelligence, IEEE Transactions on  (Volume:PAMI-8 ,  Issue: 3 )