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A Syntactic-Semantic Approach to Image Understanding and Creation
February 1979 (vol. 1 no. 2)
pp. 135-144
A syntactic-semantic approach to information extraction from images is described. The methodology involves the injection of semantic considerations into context-free grammars. The semantic considerations include feature vectors, selection restrictions, feature transfer functions, semantic well-formedness, etc. With such injection, we can make a description scheme which carries the numerical, the structural, and the a prior real world knowledge about the pattern we want to extract. From the description we can construct an analytical mechanism, the creation machine, which wil find the desired pattern amid a chaos of noisy primitives.
Index Terms:
Data mining,Transfer functions,Production,Pattern analysis,Chaos,Pattern recognition,syntactic methods,Image processing,pattern recognition
"A Syntactic-Semantic Approach to Image Understanding and Creation," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 1, no. 2, pp. 135-144, Feb. 1979, doi:10.1109/TPAMI.1979.4766899
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