Precompilation of syntactical descriptions and knowledge directed analysis of patterns

Abstract Structured description of classes of patterns can be made using coincidence assembly of subpattern or topographical relations. The recognition cannot be done by a classical parsing algorithm and one is given which is both top-down and bottom-up; it starts its parsing from sure initial primitives. The analysis of such complex patterns requires the use of knowledge such as the possible context in which each subpattern appears. This paper emphasizes how such formal descriptions provide much information in order to speed up the analysis process. It also shows why the generative possibilities of a description must be separated from its descriptive power, in contradiction with what happens with string languages in the Chomsky hierarchy.

[1]  Alan C. Shaw,et al.  Parsing of Graph-Representable Pictures , 1970, JACM.

[2]  Linda G. Shapiro,et al.  ESP3: A Language for Pattern Description and a System for Pattern Recognition , 1977, IEEE Transactions on Software Engineering.

[3]  R. H. Anderson,et al.  Two-Dimensional Mathematical Notation , 1977 .

[4]  A. Rosenfeld ISOTONIC GRAMMARS, PARALLEL GRAMMARS, AND PICTURE GRAMMARS. , 1970 .

[5]  Ugo Montanari,et al.  On the optimal detection of curves in noisy pictures , 1971, CACM.

[6]  Christopher F. Herot,et al.  Using context in sketch recognition. , 1974 .

[7]  King-Sun Fu,et al.  A Syntactic Approach to Shape Recognition Using Attributed Grammars , 1979, IEEE Transactions on Systems, Man, and Cybernetics.

[8]  Roger Mohr,et al.  Mirabelle, a system for structural analysis of drawings , 1983, Pattern Recognit..

[9]  King-Sun Fu,et al.  Syntactic Methods in Pattern Recognition , 1974, IEEE Transactions on Systems, Man, and Cybernetics.

[10]  Horst Bunke Attributed Programmed Graph Grammars and Their Application to Schematic Diagram Interpretation , 1982, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[11]  K. S. Fu,et al.  Modeling of Earth Resources Satellite Data , 1977 .

[12]  Perry Lowell Miller A Locally Organized Parser for Spoken Input , 1974 .

[13]  Harold Williams,et al.  A net-structure learning system for pattern description , 1976, Pattern Recognit..

[14]  Jerome Feder,et al.  Languages of Encoded Line Patterns , 1968, Inf. Control..

[15]  Azriel Rosenfeld,et al.  Scene Labeling by Relaxation Operations , 1976, IEEE Transactions on Systems, Man, and Cybernetics.

[16]  A C Shaw,et al.  The formal description and parsing of pictures , 1968 .

[17]  Godfried T. Toussaint,et al.  The use of context in pattern recognition , 1978, Pattern Recognit..

[18]  T. Pavlidis,et al.  Hierarchies in structural pattern recognition , 1979, Proceedings of the IEEE.

[19]  Larry S. Davis,et al.  Hierarchical Constraint Processes for Shape Analysis , 1981, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[20]  Daniel H. Younger,et al.  Recognition and Parsing of Context-Free Languages in Time n^3 , 1967, Inf. Control..