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@inproceedings{bb132167,
AUTHOR = "Oh, T.H. and Kim, H.W. and Tai, Y.W. and Bazin, J.C. and Kweon, I.S.",
TITLE = "Partial Sum Minimization of Singular Values in RPCA for Low-Level
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AUTHOR = "Oh, T.H. and Matsushita, Y. and Tai, Y.W. and Kweon, I.S.",
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JOURNAL = PAMI,
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AUTHOR = "Oh, T.H. and Matsushita, Y. and Tai, Y.W. and Kweon, I.S.",
TITLE = "Fast randomized Singular Value Thresholding for Nuclear Norm
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BOOKTITLE = CVPR15,
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AUTHOR = "He, X.F. and Zhang, C.Y. and Zhang, L.J. and Li, X.L.",
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JOURNAL = PAMI,
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AUTHOR = "Wang, J.H. and Zhang, P.Z. and Luo, L.M.",
TITLE = "Nonnegative Component Representation with Hierarchical Dictionary
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JOURNAL = IEICE,
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AUTHOR = "Keeling, S.L. and Kunisch, K.",
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JOURNAL = JMIV,
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AUTHOR = "da Silva, A.P. and Comon, P. and de Almeida, A.L.F.",
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JOURNAL = SPLetters,
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AUTHOR = "Tichavsky, P. and Phan, A.H. and Cichocki, A.",
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Polyadic Tensor Decomposition",
JOURNAL = SPLetters,
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AUTHOR = "Xing, H.J. and Wang, X.Z.",
TITLE = "Selective ensemble of SVDDs with Renyi entropy based diversity
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JOURNAL = PR,
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AUTHOR = "Kviatkovsky, I. and Gabel, M. and Rivlin, E. and Shimshoni, I.",
TITLE = "On the Equivalence of the LC-KSVD and the D-KSVD Algorithms",
JOURNAL = PAMI,
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YEAR = "2017",
NUMBER = "2",
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@article{bb132177,
AUTHOR = "Liu, Y. and Gao, Q. and Miao, S. and Gao, X. and Nie, F. and Li, Y.",
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JOURNAL = IP,
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NUMBER = "2",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT128297"}
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AUTHOR = "Dumitrescu, B. and Irofti, P.",
TITLE = "Regularized K-SVD",
JOURNAL = SPLetters,
VOLUME = "24",
YEAR = "2017",
NUMBER = "3",
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AUTHOR = "Wang, Q.Q. and Gao, Q.X. and Gao, X.B. and Nie, F.P.",
TITLE = "Optimal mean two-dimensional principal component analysis with F-norm
minimization",
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YEAR = "2017",
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AUTHOR = "Ye, Q. and Zhao, H. and Fu, L. and Gao, S.",
TITLE = "Underlying Connections Between Algorithms for Nongreedy LDA-L1",
JOURNAL = IP,
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT128300"}
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AUTHOR = "Gao, Q. and Ma, L. and Liu, Y. and Gao, X. and Nie, F.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT128301"}
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AUTHOR = "Silva, D.G. and Attux, R.",
TITLE = "Simulated Annealing for Independent Component Analysis Over Galois
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JOURNAL = SPLetters,
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YEAR = "2018",
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AUTHOR = "Miao, J. and Cheng, G. and Cai, Y. and Xia, J.",
TITLE = "Approximate Joint Singular Value Decomposition Algorithm Based on
Givens-Like Rotation",
JOURNAL = SPLetters,
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AUTHOR = "Shang, F.H. and Cheng, J. and Liu, Y.Y. and Luo, Z.Q. and Lin, Z.C.",
TITLE = "Bilinear Factor Matrix Norm Minimization for Robust PCA:
Algorithms and Applications",
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AUTHOR = "Smallman, L. and Artemiou, A. and Morgan, J.",
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AUTHOR = "Vaswani, N. and Chi, Y. and Bouwmans, T.",
TITLE = "Rethinking PCA for Modern Data Sets: Theory, Algorithms, and
Applications",
JOURNAL = PIEEE,
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AUTHOR = "Johnstone, I.M. and Paul, D.",
TITLE = "PCA in High Dimensions: An Orientation",
JOURNAL = PIEEE,
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YEAR = "2018",
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@article{bb132188,
AUTHOR = "Balzano, L. and Chi, Y. and Lu, Y.M.",
TITLE = "Streaming PCA and Subspace Tracking: The Missing Data Case",
JOURNAL = PIEEE,
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AUTHOR = "Zou, H. and Xue, L.",
TITLE = "A Selective Overview of Sparse Principal Component Analysis",
JOURNAL = PIEEE,
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AUTHOR = "Wu, S.X. and Wai, H. and Li, L. and Scaglione, A.",
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JOURNAL = PIEEE,
VOLUME = "106",
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NUMBER = "8",
MONTH = "August",
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AUTHOR = "Zare, A. and Ozdemir, A. and Iwen, M.A. and Aviyente, S.",
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Tensors, Tensor Decompositions, and Tensor PCA",
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AUTHOR = "Vaswani, N. and Narayanamurthy, P.",
TITLE = "Static and Dynamic Robust PCA and Matrix Completion: A Review",
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AUTHOR = "Lerman, G. and Maunu, T.",
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YEAR = "2018",
NUMBER = "8",
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AUTHOR = "Ma, S. and Aybat, N.S.",
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Analysis and Its Variants",
JOURNAL = PIEEE,
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NUMBER = "8",
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AUTHOR = "Bouwmans, T. and Javed, S. and Zhang, H. and Lin, Z. and Otazo, R.",
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JOURNAL = PIEEE,
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NUMBER = "8",
MONTH = "August",
PAGES = "1427-1457",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT128315"}
@article{bb132196,
AUTHOR = "Yazdi, S.V. and Douzal Chouakria, A.",
TITLE = "Time warp invariant kSVD: Sparse coding and dictionary learning for
time series under time warp",
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@article{bb132197,
AUTHOR = "Schnass, K.",
TITLE = "Average Performance of Orthogonal Matching Pursuit (OMP) for Sparse
Approximation",
JOURNAL = SPLetters,
VOLUME = "25",
YEAR = "2018",
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@article{bb132198,
AUTHOR = "Schnass, K.",
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Approximation",
JOURNAL = SPLetters,
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT128317"}
@article{bb132199,
AUTHOR = "Tarzanagh, D.A. and Michailidis, G.",
TITLE = "Fast Randomized Algorithms for t-Product Based Tensor Operations and
Decompositions with Applications to Imaging Data",
JOURNAL = SIIMS,
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