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Description
  • A novel blind deconvolution is proposed to seek for basis patterns and their location maps inside a nonnegative data matrix. Basis patterns can have different sizes, and shift in independent directions. Moreover, the location maps can be low-rank or rank-one matrices composed by two relatively small and tallmatrices or by two vectors. A general framework to solve this problem together with algorithms are introduced. The experiments on music and texture decomposition will confirm performance of our method, and of the proposed algorithms.
  • A novel blind deconvolution is proposed to seek for basis patterns and their location maps inside a nonnegative data matrix. Basis patterns can have different sizes, and shift in independent directions. Moreover, the location maps can be low-rank or rank-one matrices composed by two relatively small and tallmatrices or by two vectors. A general framework to solve this problem together with algorithms are introduced. The experiments on music and texture decomposition will confirm performance of our method, and of the proposed algorithms. (en)
Title
  • Low-Rank Blind Nonnegative Matrix Deconvolution
  • Low-Rank Blind Nonnegative Matrix Deconvolution (en)
skos:prefLabel
  • Low-Rank Blind Nonnegative Matrix Deconvolution
  • Low-Rank Blind Nonnegative Matrix Deconvolution (en)
skos:notation
  • RIV/46747885:24220/12:#0002021!RIV13-MSM-24220___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • S
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 147533
http://linked.open...ai/riv/idVysledku
  • RIV/46747885:24220/12:#0002021
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • music decomposition (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [4091A386B298]
http://linked.open...v/mistoKonaniAkce
  • Kyoto, JAPAN
http://linked.open...i/riv/nazevZdroje
  • 2012 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP)
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Koldovský, Zbyněk
  • Tichavský, P.
  • Cichocki, A.
  • Phan, A. P.
http://linked.open...vavai/riv/typAkce
http://linked.open...ain/vavai/riv/wos
  • 000312381401247
http://linked.open.../riv/zahajeniAkce
number of pages
http://bibframe.org/vocab/doi
  • 10.1109/ICASSP.2012.6288273
http://purl.org/ne...btex#hasPublisher
  • IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA
https://schema.org/isbn
  • 978-1-4673-0046-9
http://localhost/t...ganizacniJednotka
  • 24220
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