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Book ChapterDOI

Weighted picture automata and weighted logics

Ina Mäurer
- pp 313-324
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TLDR
In this article, the authors introduce weighted 2-dimensional online tessellation automata (W2OTA) extending the common automata-theoretic model for picture languages, and prove that the class of picture series defined by sentences of the weighted logics coincides with the family of picture-series that are computable by W2OTA.
Abstract
The theory of two-dimensional languages, generalizing formal string languages, was motivated by problems arising from image processing and models of parallel computing. Weighted automata and series over pictures map pictures to some semiring and provide an extension to a quantitative setting. We establish a notion of a weighted MSO logics over pictures. The semantics of a weighted formula will be a picture series. We introduce weighted 2-dimensional online tessellation automata (W2OTA) extending the common automata-theoretic model for picture languages. We prove that the class of picture series defined by sentences of the weighted logics coincides with the family of picture series that are computable by W2OTA. Moreover, behaviours of W2OTA coincide precisely with the recognizable picture series characterized in [18].

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Citations
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Journal ArticleDOI

Weighted automata and weighted logics

TL;DR: A weighted version of MSO logic is introduced and it is proved that, for commutative semirings, the behaviours of weighted automata are precisely the formal power series definable with particular sentences of the authors' weighted logic.
Journal ArticleDOI

Unambiguous recognizable two-dimensional languages

TL;DR: It is proved that there are recognizable languages that are inherently ambiguous, that is UREC family is a proper subclass of REC family, and it is shown that it is undecidable whether a given tiling system is unambiguous.
Book ChapterDOI

Weighted automata and weighted logics on infinite words

TL;DR: In this article, weighted automata over infinite words with Muller acceptance condition were introduced and their behaviors coincide with the semantics of weighted restricted MSO-sentences, and an equivalence property of weighted Muller and weighted Buchi automata was established over certain semirings.
Book ChapterDOI

Weighted logics for traces

TL;DR: The coincidence of recognizable trace series with those which are definable by restricted formulas from a weighted logics over traces is shown and the equivalence of aperiodic and first-order definable trace series is shown.
Journal ArticleDOI

Weighted automata and weighted logics with discounting

TL;DR: A weighted logic with discounting is introduced and the Buchi-Elgot theorem is established for weighted automata over finite words and arbitrary commutative semirings and a purely syntactically defined weighted logic is obtained if the underlying semiring is additively locally finite.
References
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Book

Rational Series and Their Languages

TL;DR: This chapter discusses the development of Rational Series over a Principal Ring, a model based on the model developed in Chapter I, and its applications to Languages and Codes.
Book

Automata-theoretic aspects of formal power series

TL;DR: The style has sometimes been characterized as austere or severe, but the author does expect the reader to be able to fill in the more obvious details and the author permits him to present the leading ideas in an uncluttered way.
Book

Syntactic Methods in Pattern Recognition

TL;DR: This book is an integrated sequence of papers Professor Michie has published, for a general audience, over the last decade or so.
Book ChapterDOI

Two-dimensional languages

TL;DR: The aim of this chapter is to generalize concepts and techniques of formal language theory to two dimensions.