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JOURNAL = PR,
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AUTHOR = "Lin, G.Y. and Tang, N.Z. and Wang, H.X.",
TITLE = "Locally principal component analysis based on L1-norm maximisation",
JOURNAL = IET-IPR,
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YEAR = "2015",
NUMBER = "2",
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@article{bb129102,
AUTHOR = "Hintermuller, M. and Wu, T.",
TITLE = "Robust Principal Component Pursuit via Inexact Alternating Minimization
on Matrix Manifolds",
JOURNAL = JMIV,
VOLUME = "51",
YEAR = "2015",
NUMBER = "3",
MONTH = "March",
PAGES = "361-377",
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AUTHOR = "Wang, R. and Nie, F. and Yang, X. and Gao, F. and Yao, M.",
TITLE = "Robust 2DPCA With Non-greedy L_1-Norm Maximization for Image Analysis",
JOURNAL = Cyber,
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YEAR = "2015",
NUMBER = "5",
MONTH = "May",
PAGES = "1108-1112",
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AUTHOR = "Ju, F. and Sun, Y.F. and Gao, J.B. and Hu, Y.L. and Yin, B.C.",
TITLE = "Image Outlier Detection and Feature Extraction via L1-Norm-Based 2D
Probabilistic PCA",
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NUMBER = "12",
MONTH = "December",
PAGES = "4834-4846",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125270"}
@article{bb129105,
AUTHOR = "Yadav, S.K. and Sinha, R. and Bora, P.K.",
TITLE = "An Efficient SVD Shrinkage for Rank Estimation",
JOURNAL = SPLetters,
VOLUME = "22",
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NUMBER = "12",
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@article{bb129106,
AUTHOR = "Wang, J.",
TITLE = "Generalized 2-D Principal Component Analysis by Lp-Norm for Image
Analysis",
JOURNAL = Cyber,
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YEAR = "2016",
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AUTHOR = "Oh, T.H. and Tai, Y.W. and Bazin, J.C. and Kim, H.W. and Kweon, I.S.",
TITLE = "Partial Sum Minimization of Singular Values in Robust PCA: Algorithm
and Applications",
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@inproceedings{bb129108,
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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BOOKTITLE = ICCV13,
YEAR = "2013",
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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 Low-Rank Optimization",
JOURNAL = PAMI,
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AUTHOR = "Oh, T.H. and Matsushita, Y. and Tai, Y.W. and Kweon, I.S.",
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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.",
TITLE = "A-Optimal Projection for Image Representation",
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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@article{bb129113,
AUTHOR = "Keeling, S.L. and Kunisch, K.",
TITLE = "Robust L1 Approaches to Computing the Geometric Median and Principal
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JOURNAL = JMIV,
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125279"}
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AUTHOR = "da Silva, A.P. and Comon, P. and de Almeida, A.L.F.",
TITLE = "A Finite Algorithm to Compute Rank-1 Tensor Approximations",
JOURNAL = SPLetters,
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AUTHOR = "Tichavsky, P. and Phan, A.H. and Cichocki, A.",
TITLE = "Partitioned Alternating Least Squares Technique for Canonical
Polyadic Tensor Decomposition",
JOURNAL = SPLetters,
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@article{bb129116,
AUTHOR = "Xing, H.J. and Wang, X.Z.",
TITLE = "Selective ensemble of SVDDs with Renyi entropy based diversity
measure",
JOURNAL = PR,
VOLUME = "61",
YEAR = "2017",
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@article{bb129117,
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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PAGES = "411-416",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125283"}
@article{bb129118,
AUTHOR = "Liu, Y. and Gao, Q. and Miao, S. and Gao, X. and Nie, F. and Li, Y.",
TITLE = "A Non-Greedy Algorithm for L1-Norm LDA",
JOURNAL = IP,
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NUMBER = "2",
MONTH = "February",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125284"}
@article{bb129119,
AUTHOR = "Dumitrescu, B. and Irofti, P.",
TITLE = "Regularized K-SVD",
JOURNAL = SPLetters,
VOLUME = "24",
YEAR = "2017",
NUMBER = "3",
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@article{bb129120,
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",
JOURNAL = PR,
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YEAR = "2017",
NUMBER = "1",
PAGES = "286-294",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125286"}
@article{bb129121,
AUTHOR = "Ye, Q. and Zhao, H. and Fu, L. and Gao, S.",
TITLE = "Underlying Connections Between Algorithms for Nongreedy LDA-L1",
JOURNAL = IP,
VOLUME = "27",
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NUMBER = "5",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125287"}
@article{bb129122,
AUTHOR = "Gao, Q. and Ma, L. and Liu, Y. and Gao, X. and Nie, F.",
TITLE = "Angle 2DPCA: A New Formulation for 2DPCA",
JOURNAL = Cyber,
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NUMBER = "5",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125288"}
@article{bb129123,
AUTHOR = "Silva, D.G. and Attux, R.",
TITLE = "Simulated Annealing for Independent Component Analysis Over Galois
Fields",
JOURNAL = SPLetters,
VOLUME = "25",
YEAR = "2018",
NUMBER = "4",
MONTH = "April",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125289"}
@article{bb129124,
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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@article{bb129125,
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",
JOURNAL = PAMI,
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NUMBER = "9",
MONTH = "September",
PAGES = "2066-2080",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125291"}
@article{bb129126,
AUTHOR = "Smallman, L. and Artemiou, A. and Morgan, J.",
TITLE = "Sparse Generalised Principal Component Analysis",
JOURNAL = PR,
VOLUME = "83",
YEAR = "2018",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125292"}
@article{bb129127,
AUTHOR = "Vaswani, N. and Chi, Y. and Bouwmans, T.",
TITLE = "Rethinking PCA for Modern Data Sets: Theory, Algorithms, and
Applications",
JOURNAL = PIEEE,
VOLUME = "106",
YEAR = "2018",
NUMBER = "8",
MONTH = "August",
PAGES = "1274-1276",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125293"}
@article{bb129128,
AUTHOR = "Johnstone, I.M. and Paul, D.",
TITLE = "PCA in High Dimensions: An Orientation",
JOURNAL = PIEEE,
VOLUME = "106",
YEAR = "2018",
NUMBER = "8",
MONTH = "August",
PAGES = "1277-1292",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125294"}
@article{bb129129,
AUTHOR = "Balzano, L. and Chi, Y. and Lu, Y.M.",
TITLE = "Streaming PCA and Subspace Tracking: The Missing Data Case",
JOURNAL = PIEEE,
VOLUME = "106",
YEAR = "2018",
NUMBER = "8",
MONTH = "August",
PAGES = "1293-1310",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125295"}
@article{bb129130,
AUTHOR = "Zou, H. and Xue, L.",
TITLE = "A Selective Overview of Sparse Principal Component Analysis",
JOURNAL = PIEEE,
VOLUME = "106",
YEAR = "2018",
NUMBER = "8",
MONTH = "August",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125296"}
@article{bb129131,
AUTHOR = "Wu, S.X. and Wai, H. and Li, L. and Scaglione, A.",
TITLE = "A Review of Distributed Algorithms for Principal Component Analysis",
JOURNAL = PIEEE,
VOLUME = "106",
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NUMBER = "8",
MONTH = "August",
PAGES = "1321-1340",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125297"}
@article{bb129132,
AUTHOR = "Zare, A. and Ozdemir, A. and Iwen, M.A. and Aviyente, S.",
TITLE = "Extension of PCA to Higher Order Data Structures: An Introduction to
Tensors, Tensor Decompositions, and Tensor PCA",
JOURNAL = PIEEE,
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YEAR = "2018",
NUMBER = "8",
MONTH = "August",
PAGES = "1341-1358",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125298"}
@article{bb129133,
AUTHOR = "Vaswani, N. and Narayanamurthy, P.",
TITLE = "Static and Dynamic Robust PCA and Matrix Completion: A Review",
JOURNAL = PIEEE,
VOLUME = "106",
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NUMBER = "8",
MONTH = "August",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125299"}
@article{bb129134,
AUTHOR = "Lerman, G. and Maunu, T.",
TITLE = "An Overview of Robust Subspace Recovery",
JOURNAL = PIEEE,
VOLUME = "106",
YEAR = "2018",
NUMBER = "8",
MONTH = "August",
PAGES = "1380-1410",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125300"}
@article{bb129135,
AUTHOR = "Ma, S. and Aybat, N.S.",
TITLE = "Efficient Optimization Algorithms for Robust Principal Component
Analysis and Its Variants",
JOURNAL = PIEEE,
VOLUME = "106",
YEAR = "2018",
NUMBER = "8",
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PAGES = "1411-1426",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125301"}
@article{bb129136,
AUTHOR = "Bouwmans, T. and Javed, S. and Zhang, H. and Lin, Z. and Otazo, R.",
TITLE = "On the Applications of Robust PCA in Image and Video Processing",
JOURNAL = PIEEE,
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NUMBER = "8",
MONTH = "August",
PAGES = "1427-1457",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125302"}
@article{bb129137,
AUTHOR = "Yazdi, S.V. and Douzal Chouakria, A.",
TITLE = "Time warp invariant kSVD: Sparse coding and dictionary learning for
time series under time warp",
JOURNAL = PRL,
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YEAR = "2018",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125303"}
@article{bb129138,
AUTHOR = "Schnass, K.",
TITLE = "Average Performance of Orthogonal Matching Pursuit (OMP) for Sparse
Approximation",
JOURNAL = SPLetters,
VOLUME = "25",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "1865-1869",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125304"}
@article{bb129139,
AUTHOR = "Schnass, K.",
TITLE = "Average Performance of Orthogonal Matching Pursuit (OMP) for Sparse
Approximation",
JOURNAL = SPLetters,
VOLUME = "26",
YEAR = "2019",
NUMBER = "10",
MONTH = "October",
PAGES = "1566-1567",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125304"}
@article{bb129140,
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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YEAR = "2018",
NUMBER = "4",
PAGES = "2629-2664",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125305"}
@article{bb129141,
AUTHOR = "Hovhannisyan, V. and Panagakis, Y. and Parpas, P. and Zafeiriou, S.P.",
TITLE = "Fast Multilevel Algorithms for Compressive Principal Component
Pursuit",
JOURNAL = SIIMS,
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YEAR = "2019",
NUMBER = "1",
PAGES = "624-649",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125306"}
@inproceedings{bb129142,
AUTHOR = "Hovhannisyan, V. and Panagakis, Y. and Parpas, P. and Zafeiriou, S.P.",
TITLE = "Multilevel Approximate Robust Principal Component Analysis",
BOOKTITLE = Matrix-Tensor17,
YEAR = "2017",
PAGES = "536-544",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125307"}
@article{bb129143,
AUTHOR = "Mo, D.M. and Lai, Z.H. and Wong, W.K.",
TITLE = "Locally Joint Sparse Marginal Embedding for Feature Extraction",
JOURNAL = MultMed,
VOLUME = "21",
YEAR = "2019",
NUMBER = "12",
MONTH = "December",
PAGES = "3038-3052",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125308"}
@article{bb129144,
AUTHOR = "Machidon, A.L. and Machidon, O.M. and Ciobanu, C.B. and Ogrutan, P.L.",
TITLE = "Accelerating a Geometrical Approximated PCA Algorithm Using AVX2 and
CUDA",
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YEAR = "2020",
NUMBER = "12",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125309"}
@article{bb129145,
AUTHOR = "Kim, C. and Klabjan, D.",
TITLE = "A Simple and Fast Algorithm for L1-Norm Kernel PCA",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "8",
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PAGES = "1842-1855",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125310"}
@article{bb129146,
AUTHOR = "Rontogiannis, A.A. and Giampouras, P.V. and Koutroumbas, K.D.",
TITLE = "Online Reweighted Least Squares Robust PCA",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "1340-1344",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125311"}
@article{bb129147,
AUTHOR = "Rusu, C.",
TITLE = "An Iterative Coordinate Descent Algorithm to Compute Sparse Low-Rank
Approximations",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125312"}
@article{bb129148,
AUTHOR = "Salloum, R. and Kuo, C. .C.J.",
TITLE = "cPCA++: An efficient method for contrastive feature learning",
JOURNAL = PR,
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AUTHOR = "Wang, W. and Dang, Z. and Hu, Y.L. and Fua, P. and Salzmann, M.",
TITLE = "Robust Differentiable SVD",
JOURNAL = PAMI,
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YEAR = "2022",
NUMBER = "9",
MONTH = "September",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125314"}
@article{bb129150,
AUTHOR = "Song, Y. and Sebe, N. and Wang, W.",
TITLE = "Orthogonal SVD Covariance Conditioning and Latent Disentanglement",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "7",
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PAGES = "8773-8786",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125315"}
@inproceedings{bb129151,
AUTHOR = "Song, Y. and Sebe, N. and Wang, W.",
TITLE = "Improving Covariance Conditioning of the SVD Meta-layer by
Orthogonality",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXIV:356-372",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125316"}
@article{bb129152,
AUTHOR = "Moon, M. and Hur, I. and Moon, S.",
TITLE = "Singular Value Decomposition of the Wave Forward Operator with Radial
Variable Coefficients",
JOURNAL = SIIMS,
VOLUME = "16",
YEAR = "2023",
NUMBER = "3",
PAGES = "1520-1534",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125317"}
@article{bb129153,
AUTHOR = "Arashloo, S.R.",
TITLE = "Large-margin multiple kernel Lp-SVDD using Frank-Wolfe algorithm for
novelty detection",
JOURNAL = PR,
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YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125318"}
@article{bb129154,
AUTHOR = "Geng, X.Y. and Guo, Q. and Hui, S. and Yang, M. and Zhang, C.M.",
TITLE = "Tensor robust PCA with nonconvex and nonlocal regularization",
JOURNAL = CVIU,
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YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125319"}
@article{bb129155,
AUTHOR = "Ghosh, T. and Kirby, M.",
TITLE = "Linear Centroid Encoder for Supervised Principal Component Analysis",
JOURNAL = PR,
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YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125320"}
@article{bb129156,
AUTHOR = "Rajpurohit, P. and Arora, A. and Babu, P.",
TITLE = "A Block Minorization-Maximization Algorithm for Row-Sparse Principal
Component Analysis",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125321"}
@article{bb129157,
AUTHOR = "Hong, D. and Balzano, L.",
TITLE = "Optimal Sample Acquisition for Optimally Weighted PCA From
Heterogeneous Quality Sources",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125322"}
@article{bb129158,
AUTHOR = "Wang, X.Z. and Wang, K. and Mo, C.X.",
TITLE = "Subspace-orbit randomized algorithms for low rank approximations of
third-order tensors in t-product format",
JOURNAL = PR,
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125323"}
@inproceedings{bb129159,
AUTHOR = "Zheng, J.J. and Lu, W. and Wang, W.Z. and Cao, Y.K. and Zhang, X.Q. and Jiang, X.",
TITLE = "Handling the Non-smooth Challenge in Tensor SVD:
A Multi-objective Tensor Recovery Framework",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XIV: 449-464",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125324"}
@inproceedings{bb129160,
AUTHOR = "Ntinou, I. and Sanchez, E. and Tzimiropoulos, G.",
TITLE = "MEMSVD: Long-Range Temporal Structure Capturing Using Incremental SVD",
BOOKTITLE = ICIP24,
YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125325"}
@inproceedings{bb129161,
AUTHOR = "Fang, S. and Xu, Z.Q. and Wu, S.Q. and Xie, S.L.",
TITLE = "Efficient Robust Principal Component Analysis via Block Krylov
Iteration and CUR Decomposition",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "1348-1357",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125326"}
@inproceedings{bb129162,
AUTHOR = "Ozdemir, C. and Hoover, R.C. and Caudle, K.",
TITLE = "2DTPCA: A New Framework for Multilinear Principal Component Analysis",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "344-348",
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@inproceedings{bb129163,
AUTHOR = "Cai, H.Q. and Chao, Z. and Huang, L.X. and Needell, D.",
TITLE = "Fast Robust Tensor Principal Component Analysis via Fiber CUR
Decomposition",
BOOKTITLE = RSLCV21,
YEAR = "2021",
PAGES = "189-197",
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@inproceedings{bb129164,
AUTHOR = "Zhang, M. and Gao, Y. and Sun, C. and Blumenstein, M.",
TITLE = "Kernel Mean P Power Error Loss for Robust Two-Dimensional Singular
Value Decomposition",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3432-3436",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125329"}
@inproceedings{bb129165,
AUTHOR = "Tsingalis, I. and Kotropoulos, C.",
TITLE = "A Simple Algorithm for Non-Negative Sparse Principal Component
Analysis",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "2075-2079",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125330"}
@inproceedings{bb129166,
AUTHOR = "Xu, S. and Zhang, X. and Liao, S.",
TITLE = "A Linear Incremental Nyström Method for Online Kernel Learning",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "2256-2261",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125331"}
@inproceedings{bb129167,
AUTHOR = "Chen, G.",
TITLE = "Scalable spectral clustering with cosine similarity",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "314-319",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125332"}
@inproceedings{bb129168,
AUTHOR = "Zhang, Z. and Jiang, W. and Li, S. and Qin, J. and Liu, G. and Yan, S.",
TITLE = "Robust Locality-Constrained Label Consistent K-SVD by Joint Sparse
Embedding",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "1664-1669",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125333"}
@inproceedings{bb129169,
AUTHOR = "Shen, M. and Wang, R.",
TITLE = "A New Singular Value Decomposition Algorithm for Octonion Signal",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "3233-3237",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125334"}
@inproceedings{bb129170,
AUTHOR = "Fronckova, K. and Prazak, P. and Slaby, A.",
TITLE = "Singular Value Decomposition in Image Compression and Blurred Image
Restoration",
BOOKTITLE = ICIAR18,
YEAR = "2018",
PAGES = "62-67",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125335"}
@inproceedings{bb129171,
AUTHOR = "Chen, H. and Sun, Y. and Gao, J. and Hu, Y. and Ju, F.",
TITLE = "L1-2DPCA Revisit via Optimization on Product Manifolds",
BOOKTITLE = DICTA17,
YEAR = "2017",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125336"}
@inproceedings{bb129172,
AUTHOR = "Erichson, N.B. and Brunton, S.L. and Kutz, J.N.",
TITLE = "Compressed Singular Value Decomposition for Image and Video
Processing",
BOOKTITLE = RSL-CV17,
YEAR = "2017",
PAGES = "1880-1888",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125337"}
@inproceedings{bb129173,
AUTHOR = "Paradkar, M. and Udell, M.",
TITLE = "Graph-Regularized Generalized Low-Rank Models",
BOOKTITLE = Tensor17,
YEAR = "2017",
PAGES = "1921-1926",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125338"}
@inproceedings{bb129174,
AUTHOR = "Mao, M. and Zheng, Z.L. and Chen, Z.Y. and Liu, H.W. and He, X.W. and Ye, R.H.",
TITLE = "Two-dimensional PCA hashing and its extension",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "1624-1629",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125339"}
@inproceedings{bb129175,
AUTHOR = "Shah, S. and Goldstein, T. and Studer, C.",
TITLE = "Estimating Sparse Signals with Smooth Support via Convex Programming
and Block Sparsity",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "5906-5915",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125340"}
@inproceedings{bb129176,
AUTHOR = "Tan, M.K. and Xiao, S.J. and Gao, J.B. and Xu, D. and van den Hengel, A.J. and Shi, Q.F.",
TITLE = "Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "5877-5886",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125341"}
@inproceedings{bb129177,
AUTHOR = "Lu, J.H.",
TITLE = "Robust two-dimensional principal component analysis via alternating
optimization",
BOOKTITLE = ICIP13,
YEAR = "2013",
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@inproceedings{bb129178,
AUTHOR = "Li, L. and Liu, G.C. and Liu, Q.S.",
TITLE = "Advancing Iterative Quantization Hashing Using Isotropic Prior",
BOOKTITLE = MMMod16,
YEAR = "2016",
PAGES = "II: 174-184",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125343"}
@inproceedings{bb129179,
AUTHOR = "Gerardo de la Fraga, L.",
TITLE = "A very fast procedure to calculate the smallest singular value",
BOOKTITLE = ICAPR15,
YEAR = "2015",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125344"}
@inproceedings{bb129180,
AUTHOR = "Azimi Sadjadi, M.R. and Kopacz, J. and Klausner, N.",
TITLE = "K-SVD dictionary learning using a fast OMP with applications",
BOOKTITLE = ICIP14,
YEAR = "2014",
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@inproceedings{bb129181,
AUTHOR = "Goncalves, H. and Correia, M. and Li, X. and Sankaranarayanan, A. and Tavares, V.",
TITLE = "DALM-SVD: Accelerated sparse coding through singular value
decomposition of the dictionary",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "4907-4911",
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@inproceedings{bb129182,
AUTHOR = "Thongkamwitoon, T. and Muammar, H. and Dragotti, P.L.",
TITLE = "Robust image recapture detection using a K-SVD learning approach to
train dictionaries of edge profiles",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "5317-5321",
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@inproceedings{bb129183,
AUTHOR = "Podosinnikova, A. and Setzer, S. and Hein, M.",
TITLE = "Robust PCA:
Optimization of the Robust Reconstruction Error Over the Stiefel Manifold",
BOOKTITLE = GCPR14,
YEAR = "2014",
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@inproceedings{bb129184,
AUTHOR = "Kim, H.W.J. and Bendlin, B.B. and Adluru, N. and Collins, M.D. and Chung, M.K. and Johnson, S.C. and Davidson, R.J. and Singh, V.",
TITLE = "Multivariate General Linear Models (MGLM) on Riemannian Manifolds
with Applications to Statistical Analysis of Diffusion Weighted
Images",
BOOKTITLE = CVPR14,
YEAR = "2014",
PAGES = "2705-2712",
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@inproceedings{bb129185,
AUTHOR = "Yamauchi, Y. and Kanade, T. and Fujiyoshi, H.",
TITLE = "Classifier Introducing Transition Likelihood Model Based on
Quantization Residual",
BOOKTITLE = ACPR13,
YEAR = "2013",
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@inproceedings{bb129186,
AUTHOR = "Zhang, F.L. and Qian, J.J. and Yang, J.",
TITLE = "Nuclear Norm Based 2DPCA",
BOOKTITLE = ACPR13,
YEAR = "2013",
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@inproceedings{bb129187,
AUTHOR = "Chen, Y.J. and Nießner, M. and Dai, A.",
TITLE = "4DContrast: Contrastive Learning with Dynamic Correspondences for 3D
Scene Understanding",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXII:543-560",
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@inproceedings{bb129188,
AUTHOR = "Hou, J. and Graham, B. and Nießner, M. and Xie, S.N.",
TITLE = "Exploring Data-Efficient 3D Scene Understanding with Contrastive
Scene Contexts",
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AUTHOR = "Xie, S.N. and Feng, J.S. and Yan, S.C. and Lu, H.T.",
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YEAR = "2013",
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AUTHOR = "Jiang, B. and Ding, C. and Luo, B. and Tang, J.",
TITLE = "Graph-Laplacian PCA: Closed-Form Solution and Robustness",
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YEAR = "2013",
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@inproceedings{bb129191,
AUTHOR = "Bassu, D. and Izmailov, R. and McIntosh, A. and Ness, L. and Shallcross, D.",
TITLE = "Centralized multi-scale singular value decomposition for feature
construction in LIDAR image classification problems",
BOOKTITLE = AIPR12,
YEAR = "2012",
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AUTHOR = "Kimura, A. and Sakano, H. and Kameoka, H. and Sugiyama, M.",
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BOOKTITLE = ICPR12,
YEAR = "2012",
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@inproceedings{bb129193,
AUTHOR = "Hidaka, A. and Kurita, T.",
TITLE = "Nonlinear Discriminant Analysis Based on Probability Estimation by
Gaussian Mixture Model",
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YEAR = "2014",
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@inproceedings{bb129194,
AUTHOR = "Hidaka, A. and Kurita, T.",
TITLE = "Sparse Discriminant Analysis Based on the Bayesian Posterior
Probability Obtained by L1 Regression",
BOOKTITLE = SSSPR12,
YEAR = "2012",
PAGES = "648-656",
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@inproceedings{bb129195,
AUTHOR = "Li, F.X. and Lebanon, G. and Sminchisescu, C.",
TITLE = "Chebyshev approximations to the histogram X^2 kernel",
BOOKTITLE = CVPR12,
YEAR = "2012",
PAGES = "2424-2431",
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@inproceedings{bb129196,
AUTHOR = "Yang, Y.Q. and Zhang, L. and Wang, S. and Jiang, H.R. and Murphy, C.J. and Hoeve, J.V.",
TITLE = "A multi-affine model for tensor decomposition",
BOOKTITLE = ITCVPR11,
YEAR = "2011",
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@inproceedings{bb129197,
AUTHOR = "Li, H.Y. and Zhang, L.",
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BOOKTITLE = Subspace10,
YEAR = "2010",
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@inproceedings{bb129198,
AUTHOR = "Schmidt, F.R. and Ackermann, H. and Rosenhahn, B.",
TITLE = "Multilinear Model Estimation with L2-Regularization",
BOOKTITLE = DAGM11,
YEAR = "2011",
PAGES = "81-90",
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@inproceedings{bb129199,
AUTHOR = "Xu, W.P. and Wilson, R.C. and Hancock, E.R.",
TITLE = "Determining the Cause of Negative Dissimilarity Eigenvalues",
BOOKTITLE = CAIP11,
YEAR = "2011",
PAGES = "I: 589-597",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125364"}
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