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CHAPTER 9' SYNTACTIC PATTERN CLASSIFIER

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A tree automaton begins simultaneously at each node on the frontier (the leaves ... The tree automaton goes about recognizing a tree generated by the grammar: ... – PowerPoint PPT presentation

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Title: CHAPTER 9' SYNTACTIC PATTERN CLASSIFIER


1
CHAPTER 9. SYNTACTIC PATTERN CLASSIFIER
  • Specification of a set of pattern primitives, a
    set of rules that governs their interconnection
    and a recognizer (automaton) whose structure is
    determined by the set of rules in the grammar.
  • a finite set of variables called
    nonterminals
  • a finite set of constants called
    terminals
  • a set of rewriting rules called
    productions
  • the starting symbol.

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  • Example
  • Automata as string recognizers
  • a finite, nonempty set
    of states.
  • a mapping from
    into the collection of all
  • subsets of Q.
  • the starting state.
  • a set of final states.

4
  • Example Automaton
  • and mapping given by
  • The Automaton recognizes
  • the string
  • but rejects

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  • Syntactic recognition of trees
  • Tree grammar
  • P is a set of productions of ,
    r is a ranking function that denotes the number
    of direct descendants of a node whose label is a
    terminal.
  • Example
  • Productions
  • Ranking functions

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  • Tree Automata
  • A conventional finite automaton scans an
    input string symbol by symbol from left to right.
  • A tree automaton begins simultaneously at
    each node on the frontier (the leaves taken in
    order from left to right) of an input tree and
    proceed along parallel paths toward the root.
  • where Q a finite set of states, F a
    subset of Q, is a set of final states, a
    relation in such that m is a rank of
    k.
  • Example with
    productions

8
  • The corresponding tree automaton
  • Letting
  • The tree automaton goes about recognizing a tree
    generated by the grammar

9
  • Example Photographs from bubble chamber events.

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