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What (who) is K-SVD - definition
K-SVD
In applied mathematics, K-SVD is a dictionary learning algorithm for creating a dictionary for sparse representations, via a singular value decomposition approach. K-SVD is a generalization of the k-means clustering method, and it works by iteratively alternating between sparse coding the input data based on the current dictionary, and updating the atoms in the dictionary to better fit the data.
SVD
![Kungsbrohuset: Buildings in the [[Norrmalm]] district](https://commons.wikimedia.org/wiki/Special:FilePath/Kungsbrohuset1.JPG?width=200 "Kungsbrohuset: Buildings in the [[Norrmalm]] district")
![Gustaf Steffen}} (1864–1929) and [[Oscar Levertin]] (1862–1906).](https://commons.wikimedia.org/wiki/Special:FilePath/Svenska Dagbladet 1897-05-02 1.jpg?width=200 "Gustaf Steffen}} (1864–1929) and [[Oscar Levertin]] (1862–1906).")
![block]].[https://www.sfv.se/sv/fastigheter/sverige/stockholms-lan-ab/regeringskvarteren/kvarteret_loen/kvarteret-loen/ [[National Property Board of Sweden]], accessed 28 September 2018] Architects Ullrich & Hallquist. Year built 1897](https://commons.wikimedia.org/wiki/Special:FilePath/SvD huset i Klara.JPG?width=200 "block]].[https://www.sfv.se/sv/fastigheter/sverige/stockholms-lan-ab/regeringskvarteren/kvarteret_loen/kvarteret-loen/ [[National Property Board of Sweden]], accessed 28 September 2018] Architects Ullrich & Hallquist. Year built 1897")
![Klarakvarteren]] in 1951](https://commons.wikimedia.org/wiki/Special:FilePath/Svenska Dagbladets tryckeri 1951.jpg?width=200 "Klarakvarteren]] in 1951")
WIKIMEDIA DISAMBIGUATION PAGE
Svd; SVD (disambiguation)
Supplementary Volume Descriptor (Reference: CD, IS 9660)
SVD
WIKIMEDIA DISAMBIGUATION PAGE
Svd; SVD (disambiguation)
Schweizerische Vereinigung fuer Datenverarbeitung (Reference: org., Switzerland)
