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"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", BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114008"} @article{bb117766, 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, VOLUME = "45", YEAR = "2015", NUMBER = "5", MONTH = "May", PAGES = "1108-1112", BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114009"} @article{bb117767, 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", JOURNAL = IP, VOLUME = "24", YEAR = "2015", NUMBER = "12", MONTH = "December", PAGES = "4834-4846", BIBSOURCE = 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@article{bb117783, 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, VOLUME = "68", YEAR = "2017", NUMBER = "1", PAGES = "286-294", BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114026"} @article{bb117784, 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", YEAR = "2018", NUMBER = "5", MONTH = "May", PAGES = "2557-2559", BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114027"} @article{bb117785, 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, VOLUME = "48", YEAR = "2018", NUMBER = "5", MONTH = "May", PAGES = "1672-1678", BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114028"} @article{bb117786, 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", PAGES = "516-520", BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114029"} @article{bb117787, 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, VOLUME = "25", YEAR = "2018", NUMBER = "5", MONTH = "May", PAGES = "620-624", BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114030"} @article{bb117788, 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, VOLUME = "40", YEAR = "2018", NUMBER = "9", MONTH = "September", PAGES = "2066-2080", BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114031"} @article{bb117789, AUTHOR = "Smallman, L. and Artemiou, A. and Morgan, J.", TITLE = "Sparse Generalised Principal Component Analysis", JOURNAL = PR, VOLUME = "83", YEAR = "2018", PAGES = "443-455", BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114032"} @article{bb117790, 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#TT114033"} @article{bb117791, 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#TT114034"} @article{bb117792, 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#TT114035"} @article{bb117793, 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", PAGES = "1311-1320", BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114036"} @article{bb117794, 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", YEAR = "2018", NUMBER = "8", MONTH = "August", PAGES = "1321-1340", BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114037"} @article{bb117795, 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, VOLUME = "106", YEAR = "2018", NUMBER = "8", MONTH = "August", PAGES = "1341-1358", BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114038"} @article{bb117796, AUTHOR = "Vaswani, N. and Narayanamurthy, P.", TITLE = "Static and Dynamic Robust PCA and Matrix Completion: A Review", JOURNAL = PIEEE, VOLUME = "106", YEAR = "2018", NUMBER = "8", MONTH = "August", PAGES = "1359-1379", BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114039"} @article{bb117797, 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#TT114040"} @article{bb117798, AUTHOR = "Ma, S. and Aybat, N.S.", TITLE = "Efficient Optimization Algorithms 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