RUS  ENG JOURNALS   PEOPLE   ORGANISATIONS   CONFERENCES   SEMINARS   VIDEO LIBRARY   PACKAGE AMSBIB
General information
Latest issue
Archive
Impact factor

Search papers
Search references

RSS
Latest issue
Current issues
Archive issues
What is RSS



Vestn. Udmurtsk. Univ. Mat. Mekh. Komp. Nauki:
Year:
Volume:
Issue:
Page:
Find






Personal entry:
Login:
Password:
Save password
Enter
Forgotten password?
Register


Vestn. Udmurtsk. Univ. Mat. Mekh. Komp. Nauki, 2018, Volume 28, Issue 4, Pages 582–594 (Mi vuu658)  

COMPUTER SCIENCE

Description logic on image graphs

M. V. Kuchuganova, A. V. Kuchuganovb

a Udmurt State University, ul. Universitetskaya, 1, Izhevsk, 426034, Russia
b Kalashnikov Izhevsk State Technical University, ul. 30 let Pobedy, 2, Izhevsk, 426069, Russia

Abstract: In this paper, it's proposed to use the extension $\mathcal{ALC}(GI)$ of description logic $\mathcal{ALC}$ for the formal description and structural analysis of images. Concepts and the roles of $\mathcal{ALC}(GI)$ are interpreted on an image graph and its subgraphs. The model of image in the form of multi-layered attribute graph is presented. It contains a layer of color segments, a layer of boundaries and a layer of skeletons. Each layer is a planar graph, layers are linked by means of “ancestor-descendant” relations. The transition from the pixel representation of an image to the graph one allows us to increase the effectiveness of image analysis. Examples of terminological axioms that define structural elements of an image and letters composed of them, as well as the results of an experiment of recognizing letters in a cursive handwritten text are presented.

Keywords: description logic, graph, image recognition, handwritten text.

DOI: https://doi.org/10.20537/vm180410

Full text: PDF file (438 kB)
References: PDF file   HTML file

Bibliographic databases:

UDC: 004.93
MSC: 03B70, 68T10
Received: 05.05.2018

Citation: M. V. Kuchuganov, A. V. Kuchuganov, “Description logic on image graphs”, Vestn. Udmurtsk. Univ. Mat. Mekh. Komp. Nauki, 28:4 (2018), 582–594

Citation in format AMSBIB
\Bibitem{KucKuc18}
\by M.~V.~Kuchuganov, A.~V.~Kuchuganov
\paper Description logic on image graphs
\jour Vestn. Udmurtsk. Univ. Mat. Mekh. Komp. Nauki
\yr 2018
\vol 28
\issue 4
\pages 582--594
\mathnet{http://mi.mathnet.ru/vuu658}
\crossref{https://doi.org/10.20537/vm180410}
\elib{http://elibrary.ru/item.asp?id=36873371}


Linking options:
  • http://mi.mathnet.ru/eng/vuu658
  • http://mi.mathnet.ru/eng/vuu/v28/i4/p582

    SHARE: VKontakte.ru FaceBook Twitter Mail.ru Livejournal Memori.ru


    Citing articles on Google Scholar: Russian citations, English citations
    Related articles on Google Scholar: Russian articles, English articles
  • Вестник Удмуртского университета. Математика. Механика. Компьютерные науки
    Number of views:
    This page:106
    Full text:70
    References:11

     
    Contact us:
     Terms of Use  Registration  Logotypes © Steklov Mathematical Institute RAS, 2020