Partial Sum Minimization of Singular Values in Robust PCA: Algorithm and Applications

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Author
Oh, Tae-Hyun
Tai, Yu-Wing
Bazin, Jean-Charles
Kim, Hyeongwoo
Kweon, In So
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Date
2016-04
Type
  • Journal Article
Publication status
published
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Journal / series
IEEE Transactions on Pattern Analysis and Machine Intelligence
Volume
38(4)
Pages / Article No.
744 - 758
Publisher
IEEE
Subject
Robust principal component analysis; Alternating direction method of multipliers; Rank minimization; Sparse and low-rank decomposition; Truncated nuclear norm
Notes
Published online 7 August 2016.
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Citations
Cited 27 times in Web of Science
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yes
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