Image processing using polylinear functions on HOSVD basis

András Rövid, László Szeidl

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)

Abstract

The main aim of the paper is to introduce a new representation domain advantageously usable also in the field of image processing. In this case the image is represented by polylinear functions on HOSVD basis. The paper gives an overview, how these functions can be reconstructed and how they can be applied in case of image processing. Comparing to other domains, using the proposed domain the image can be expressed by a reduced number of components (polylinear functions) by maintaining its quality. The efficiency of this representation form is demonstrated by performing an image resolution enhancement trough this new domain by maintaining its quality significantly.

Original languageEnglish
Title of host publicationTowards Intelligent Engineering and Information Technology
EditorsImre Rudas, Janos Fodor, Janusz Kacprzyk
Pages419-434
Number of pages16
DOIs
Publication statusPublished - Dec 1 2009

Publication series

NameStudies in Computational Intelligence
Volume243
ISSN (Print)1860-949X

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ASJC Scopus subject areas

  • Artificial Intelligence

Cite this

Rövid, A., & Szeidl, L. (2009). Image processing using polylinear functions on HOSVD basis. In I. Rudas, J. Fodor, & J. Kacprzyk (Eds.), Towards Intelligent Engineering and Information Technology (pp. 419-434). (Studies in Computational Intelligence; Vol. 243). https://doi.org/10.1007/978-3-642-03737-5_30