An Algebraic View on Finite Rank in 2D-SSA

Nina Golyandina, Konstantin Usevich

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

Abstract

The 2D-SSA method provides a decomposition of a 2D-array (a function of two variables, e.g. digital image) into a sum of identiable components. For the decomposition to be proper, these components should be close to 2D-arrays of finite rank. This paper is devoted to study of arrays of finite rank by means of polynomial ideals generated by arrays. The 2D-arrays are considered as functionals of polynomials. A general form of arrays of finite rank is obtained. The structure of finite-rank arrays and their trajectory spaces is investigated.
Original languageEnglish
Title of host publicationProceedings of the 6th St.Petersburg Workshop on Simulation, St. Petersburg, Russia, 28 Jun - 04 Jul 2009.
EditorsS Ermakov, V Melas, A Pepelyshev
PublisherVVM com. Ltd
Pages308-313
Number of pages6
Volume1
ISBN (Print)978-5-9651-0354-6
Publication statusPublished - 28 Jun 2009
EventUnknown -
Duration: 28 Jun 2009 → …

Conference

ConferenceUnknown
Period28/06/09 → …

Bibliographical note

S Ermakov, V Melas, A Pepelyshev

Keywords

  • Finite Rank

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