Template-based pattern matching in two-dimensional arrays

Yo Sub Han, Daniel Průša

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

We propose a framework for pattern matching in twodimensional arrays of symbols where the patterns are described by an extended version of the regular matrix grammar and the size of desired matches is prescribed. We then demonstrate how to reformulate the 2D pattern matching as the one-dimensional pattern matching (string pattern matching), and study the efficiency of the string pattern matching algorithm based on pattern complexity with respect to two finite automaton models: (1) the classical finite automaton and (2) the finite automaton equipped with two scanning heads placed in a fixed distance. We also identify several subclasses of the considered templates for which the framework yields a more efficient matching than the naive algorithm.

Original languageEnglish
Title of host publicationCombinatorial Image Analysis - 18th International Workshop, IWCIA 2017, Proceedings
EditorsReneta P. Barneva, Valentin E. Brimkov, Valentin E. Brimkov
PublisherSpringer Verlag
Pages79-92
Number of pages14
ISBN (Print)9783319591070
DOIs
Publication statusPublished - 2017
Event18th International Workshop on Combinatorial Image Analysis, IWCIA 2017 - Plovdiv, Bulgaria
Duration: 2017 Jun 192017 Jun 21

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume10256 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other18th International Workshop on Combinatorial Image Analysis, IWCIA 2017
CountryBulgaria
CityPlovdiv
Period17/6/1917/6/21

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

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  • Cite this

    Han, Y. S., & Průša, D. (2017). Template-based pattern matching in two-dimensional arrays. In R. P. Barneva, V. E. Brimkov, & V. E. Brimkov (Eds.), Combinatorial Image Analysis - 18th International Workshop, IWCIA 2017, Proceedings (pp. 79-92). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10256 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-59108-7_7