@article{bb133900,
        AUTHOR = "Twining, C.J. and Taylor, C.J.",
        TITLE = "The use of kernel principal component analysis to model data
distributions",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "217-227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130014"}

@article{bb133901,
        AUTHOR = "Glendinning, R.H. and Herbert, R.A.",
        TITLE = "Shape classification using smooth principal components",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "12",
        MONTH = "August",
        PAGES = "2021-2030",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130015"}

@article{bb133902,
        AUTHOR = "de la Torre, F. and Black, M.J.",
        TITLE = "Robust Parameterized Component Analysis:
Theory and Applications to 2D Facial Appearance Models",
        JOURNAL = CVIU,
        VOLUME = "91",
        YEAR = "2003",
        NUMBER = "1-2",
        MONTH = "July",
        PAGES = "53-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130016"}

@inproceedings{bb133903,
        AUTHOR = "de la Torre, F. and Black, M.J.",
        TITLE = "Robust Parameterized Component Analysis",
        BOOKTITLE = ECCV02,
        YEAR = "2002",
        PAGES = "IV: 653 ff.",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130017"}

@inproceedings{bb133904,
        AUTHOR = "de la Torre, F. and Black, M.J.",
        TITLE = "Robust Principal Component Analysis for Computer vision",
        BOOKTITLE = ICCV01,
        YEAR = "2001",
        PAGES = "I: 362-369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130018"}

@inproceedings{bb133905,
        AUTHOR = "de la Torre, F. and Black, M.J.",
        TITLE = "Dynamic Coupled Component Analysis",
        BOOKTITLE = CVPR01,
        YEAR = "2001",
        PAGES = "II:643-650",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130019"}

@inproceedings{bb133906,
        AUTHOR = "de la Torre, F. and Kanade, T.",
        TITLE = "Oriented Discriminant Analysis",
        BOOKTITLE = BMVC04,
        YEAR = "2004",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130020"}

@inproceedings{bb133907,
        AUTHOR = "Chen, Y. and de la Torre, F.",
        TITLE = "Active conditional models",
        BOOKTITLE = FG11,
        YEAR = "2011",
        PAGES = "137-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130021"}

@article{bb133908,
        AUTHOR = "Sengel, M. and Bischof, H.",
        TITLE = "Efficient representation of in-plane rotation within a PCA framework",
        JOURNAL = IVC,
        VOLUME = "23",
        YEAR = "2005",
        NUMBER = "12",
        MONTH = "November",
        PAGES = "1051-1059",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130022"}

@article{bb133909,
        AUTHOR = "Vidal, R. and Ma, Y. and Sastry, S.",
        TITLE = "Generalized Principal Component Analysis (GPCA)",
        JOURNAL = PAMI,
        VOLUME = "27",
        YEAR = "2005",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1945-1959",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130023"}

@inproceedings{bb133910,
        AUTHOR = "Sastry, S. and Ma, Y. and Vidal, R.",
        TITLE = "Generalized Principal Component Analysis (GPCA)",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
        PAGES = "I: 621-628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130023"}

@inproceedings{bb133911,
        AUTHOR = "Vidal, R. and Ma, Y. and Piazzi, J.",
        TITLE = "A new GPCA algorithm for clustering subspaces by fitting,
differentiating and dividing polynomials",
        BOOKTITLE = CVPR04,
        YEAR = "2004",
        PAGES = "I: 510-517",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130024"}

@article{bb133912,
        AUTHOR = "Nagabhushan, P. and Guru, D.S. and Shekar, B.H.",
        TITLE = "Visual learning and recognition of 3D objects using two-dimensional
principal component analysis: A robust and an efficient approach",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "721-725",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130025"}

@inproceedings{bb133913,
        AUTHOR = "Shekar, B.H. and Guru, D.S. and Nagabhushan, P.",
        TITLE = "Object Recognition Through the Principal Component Analysis of Spatial
Relationship Amongst Lines",
        BOOKTITLE = ACCV06,
        YEAR = "2006",
        PAGES = "I:170-179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130026"}

@inproceedings{bb133914,
        AUTHOR = "Shekar, B.H. and Guru, D.S. and Nagabhushan, P.",
        TITLE = "Two-Dimensional Optimal Transform for Appearance Based Object
Recognition",
        BOOKTITLE = ICCVGIP06,
        YEAR = "2006",
        PAGES = "650-661",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130027"}

@article{bb133915,
        AUTHOR = "Irpino, A.",
        TITLE = "'Spaghetti' PCA analysis: An extension of principal components analysis
to time dependent interval data",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "504-513",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130028"}

@article{bb133916,
        AUTHOR = "Sharma, A. and Paliwal, K.K. and Onwubolu, G.C.",
        TITLE = "Class-dependent PCA, MDC and LDA:
A combined classifier for pattern classification",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1215-1229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130029"}

@article{bb133917,
        AUTHOR = "Sharma, A. and Paliwal, K.K.",
        TITLE = "Subspace independent component analysis using vector kurtosis",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2227-2232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130030"}

@article{bb133918,
        AUTHOR = "Sharma, A. and Paliwal, K.K.",
        TITLE = "Fast principal component analysis using fixed-point algorithm",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "10",
        MONTH = "July",
        PAGES = "1151-1155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130031"}

@article{bb133919,
        AUTHOR = "Sharma, A. and Paliwal, K.K.",
        TITLE = "A two-stage linear discriminant analysis for face-recognition",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1157-1162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130032"}

@article{bb133920,
        AUTHOR = "Vaswani, N. and Chellappa, R.",
        TITLE = "Principal Components Null Space Analysis for Image and Video
Classification",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1816-1830",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130033"}

@inproceedings{bb133921,
        AUTHOR = "Vaswani, N. and Chellappa, R.",
        TITLE = "Classification probability analysis of principal component null space
analysis",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "I: 240-243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130034"}

@article{bb133922,
        AUTHOR = "Wu, F.C. and Hu, Z.Y.",
        TITLE = "The LLE and a linear mapping",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1799-1804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130035"}

@article{bb133923,
        AUTHOR = "Tao, Q. and Wu, G.W. and Wang, J.",
        TITLE = "Learning linear PCA with convex semi-definite programming",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2633-2640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130036"}

@article{bb133924,
        AUTHOR = "Tzimiropoulos, G. and Mitianoudis, N. and Stathaki, T.",
        TITLE = "Robust Recognition of Planar Shapes Under Affine Transforms Using
Principal Component Analysis",
        JOURNAL = SPLetters,
        VOLUME = "14",
        YEAR = "2007",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "723-726",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130037"}

@article{bb133925,
        AUTHOR = "Kumar, K.V. and Negi, A.",
        TITLE = "SubXPCA and a generalized feature partitioning approach to principal
component analysis",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1398-1409",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130038"}

@article{bb133926,
        AUTHOR = "Kumar, K.V. and Negi, A.",
        TITLE = "Novel approaches to principal component analysis of image data based on
feature partitioning framework",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "254-264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130039"}

@article{bb133927,
        AUTHOR = "Dambreville, S. and Rathi, Y. and Tannenbaum, A.",
        TITLE = "A Framework for Image Segmentation Using Shape Models and Kernel Space
Shape Priors",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1385-1399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130040"}

@inproceedings{bb133928,
        AUTHOR = "Dambreville, S. and Rathi, Y. and Tannenbaum, A.",
        TITLE = "Shape-Based Approach to Robust Image Segmentation using Kernel PCA",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "I: 977-984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130041"}

@inproceedings{bb133929,
        AUTHOR = "Dambreville, S. and Rathi, Y. and Tannenbaum, A.",
        TITLE = "A Shape-Based Approach to Robust Image Segmentation",
        BOOKTITLE = ICIAR06,
        YEAR = "2006",
        PAGES = "I: 173-183",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130042"}

@inproceedings{bb133930,
        AUTHOR = "Rathi, Y. and Dambreville, S. and Tannenbaum, A.",
        TITLE = "Comparative Analysis of Kernel Methods for Statistical Shape Learning",
        BOOKTITLE = CVAMIA06,
        YEAR = "2006",
        PAGES = "96-107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130043"}

@article{bb133931,
        AUTHOR = "Majumdar, A.",
        TITLE = "Image compression by sparse PCA coding in curvelet domain",
        JOURNAL = SIViP,
        VOLUME = "3",
        YEAR = "2009",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130044"}

@article{bb133932,
        AUTHOR = "Majumdar, A. and Ward, R.K.",
        TITLE = "Improved Group Sparse Classifier",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1959-1964",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130045"}

@article{bb133933,
        AUTHOR = "Urdiales Garcia, C. and Dominguez, M. and de Trazegnies, C. and Sandoval Hernandez, F.",
        TITLE = "A new pyramid-based color image representation for visual localization",
        JOURNAL = IVC,
        VOLUME = "28",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "Jan",
        PAGES = "78-91",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130046"}

@article{bb133934,
        AUTHOR = "Wang, H.X.",
        TITLE = "Structural two-dimensional principal component analysis for image
recognition",
        JOURNAL = MVA,
        VOLUME = "22",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "433-438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130047"}

@inproceedings{bb133935,
        AUTHOR = "Wang, H.X.",
        TITLE = "A new feature extraction method for image recognition using structural
two-dimensional locality preserving projections",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "2037-2040",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130048"}

@article{bb133936,
        AUTHOR = "Wang, H.X.",
        TITLE = "Block principal component analysis with L1-norm for image analysis",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "537-542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130049"}

@article{bb133937,
        AUTHOR = "Barshan, E. and Ghodsi, A. and Azimifar, Z. and Jahromi, M.Z.",
        TITLE = "Supervised principal component analysis: Visualization, classification
and regression on subspaces and submanifolds",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1357-1371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130050"}

@article{bb133938,
        AUTHOR = "He, R. and Hu, B.G. and Zheng, W.S. and Kong, X.W.",
        TITLE = "Robust Principal Component Analysis Based on Maximum Correntropy
Criterion",
        JOURNAL = IP,
        VOLUME = "20",
        YEAR = "2011",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1485-1494",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130051"}

@article{bb133939,
        AUTHOR = "He, R. and Zheng, W.S. and Hu, B.G.",
        TITLE = "Maximum Correntropy Criterion for Robust Face Recognition",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1561-1576",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130052"}

@article{bb133940,
        AUTHOR = "Shao, J. and Wu, F. and Ouyang, C. and Zhang, X.",
        TITLE = "Sparse spectral hashing",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "271-277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130053"}

@article{bb133941,
        AUTHOR = "Li, J. and Tao, D.C. and Li, X.L.",
        TITLE = "A probabilistic model for image representation via multiple patterns",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4044-4053",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130054"}

@article{bb133942,
        AUTHOR = "Bao, B.K. and Liu, G. and Xu, C. and Yan, S.C.",
        TITLE = "Inductive Robust Principal Component Analysis",
        JOURNAL = IP,
        VOLUME = "21",
        YEAR = "2012",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3794-3800",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130055"}

@article{bb133943,
        AUTHOR = "Bao, B.K. and Zhu, G. and Shen, J. and Yan, S.C.",
        TITLE = "Robust Image Analysis With Sparse Representation on Quantized Visual
Features",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "860-871",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130056"}

@article{bb133944,
        AUTHOR = "Zhang, Z. and Zhang, Y. and Li, F.Z. and Zhao, M.B. and Zhang, L. and Yan, S.C.",
        TITLE = "Discriminative sparse flexible manifold embedding with novel graph
for robust visual representation and label propagation",
        JOURNAL = PR,
        VOLUME = "61",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "492-510",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130057"}

@article{bb133945,
        AUTHOR = "Liwicki, S. and Tzimiropoulos, G. and Zafeiriou, S.P. and Pantic, M.",
        TITLE = "Euler Principal Component Analysis",
        JOURNAL = IJCV,
        VOLUME = "101",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "498-518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130058"}

@article{bb133946,
        AUTHOR = "Panagakis, Y. and Nicolaou, M.A. and Zafeiriou, S.P. and Pantic, M.",
        TITLE = "Robust Correlated and Individual Component Analysis",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1665-1678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130059"}

@inproceedings{bb133947,
        AUTHOR = "Papamakarios, G. and Panagakis, Y. and Zafeiriou, S.P.",
        TITLE = "Generalised Scalable Robust Principal Component Analysis",
        BOOKTITLE = BMVC14,
        YEAR = "2014",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130060"}

@inproceedings{bb133948,
        AUTHOR = "Bahri, M. and Panagakis, Y. and Zafeiriou, S.P.",
        TITLE = "Robust Kronecker-Decomposable Component Analysis for Low-Rank
Modeling",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "3372-3381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130061"}

@inproceedings{bb133949,
        AUTHOR = "Xue, N. and Panagakis, Y. and Zafeiriou, S.P.",
        TITLE = "Side Information in Robust Principal Component Analysis:
Algorithms and Applications",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "4327-4335",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130062"}

@article{bb133950,
        AUTHOR = "Kallas, M. and Honeine, P. and Richard, C. and Francis, C. and Amoud, H.",
        TITLE = "Non-negativity constraints on the pre-image for pattern recognition
with kernel machines",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3066-3080",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130063"}

@article{bb133951,
        AUTHOR = "Qian, J.J. and Yang, J. and Gao, G.W.",
        TITLE = "Discriminative histograms of local dominant orientation (D-HLDO) for
biometric image feature extraction",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2724-2739",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130064"}

@inproceedings{bb133952,
        AUTHOR = "Candes, E.J. and Li, X.D. and Ma, Y. and Wright, J.",
        TITLE = "Robust principal component analysis?",
        BOOKTITLE = JACM,
        VOLUME = "58",
        YEAR = "2011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130065"}

@article{bb133953,
        AUTHOR = "Zeng, X.Q.A. and Li, G.Z.",
        TITLE = "Incremental partial least squares analysis of big streaming data",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "11",
        PAGES = "3726-3735",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130066"}

@article{bb133954,
        AUTHOR = "Han, F. and Liu, H.",
        TITLE = "High Dimensional Semiparametric Scale-Invariant Principal Component
Analysis",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2016-2032",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130067"}

@article{bb133955,
        AUTHOR = "Hasanbelliu, E. and Giraldo, L.S. and Principe, J.C.",
        TITLE = "Information Theoretic Shape Matching",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2436-2451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130068"}

@inproceedings{bb133956,
        AUTHOR = "Hasanbelliu, E. and Giraldo, L.S. and Principe, J.C.",
        TITLE = "A Recursive Online Kernel PCA Algorithm",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "169-172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130069"}

@article{bb133957,
        AUTHOR = "Vonesch, C. and Stauber, F. and Unser, M.",
        TITLE = "Steerable PCA for Rotation-Invariant Image Recognition",
        JOURNAL = SIIMS,
        VOLUME = "8",
        YEAR = "2015",
        NUMBER = "3",
        PAGES = "1857-1873",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130070"}

@article{bb133958,
        AUTHOR = "Hauberg, S. and Feragen, A. and Enficiaud, R. and Black, M.J.",
        TITLE = "Scalable Robust Principal Component Analysis Using Grassmann Averages",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2298-2311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130071"}

@inproceedings{bb133959,
        AUTHOR = "Hauberg, S. and Feragen, A. and Black, M.J.",
        TITLE = "Grassmann Averages for Scalable Robust PCA",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "3810-3817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130072"}

@article{bb133960,
        AUTHOR = "Wang, Z.H. and Fan, B. and Wang, G. and Wu, F.C.",
        TITLE = "Exploring Local and Overall Ordinal Information for Robust Feature
Description",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2198-2211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130073"}

@inproceedings{bb133961,
        AUTHOR = "Wang, Z.H. and Fan, B. and Wu, F.C.",
        TITLE = "Affine Subspace Representation for Feature Description",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "VII: 94-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130074"}

@article{bb133962,
        AUTHOR = "Itoh, H. and Imiya, A. and Sakai, T.",
        TITLE = "Pattern recognition in multilinear space and its applications:
mathematics, computational algorithms and numerical validations",
        JOURNAL = MVA,
        VOLUME = "27",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "November",
        PAGES = "1259-1273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130075"}

@inproceedings{bb133963,
        AUTHOR = "Itoh, H. and Imiya, A. and Sakai, T.",
        TITLE = "Low-Dimensional Tensor Principle Component Analysis",
        BOOKTITLE = CAIP15,
        YEAR = "2015",
        PAGES = "I:715-726",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130076"}

@article{bb133964,
        AUTHOR = "Landa, B. and Shkolnisky, Y.",
        TITLE = "Steerable Principal Components for Space-Frequency Localized Images",
        JOURNAL = SIIMS,
        VOLUME = "10",
        YEAR = "2017",
        NUMBER = "2",
        PAGES = "508-534",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130077"}

@article{bb133965,
        AUTHOR = "Puggini, L. and McLoone, S.",
        TITLE = "Forward Selection Component Analysis: Algorithms and Applications",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2395-2408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130078"}

@article{bb133966,
        AUTHOR = "Wang, Q. and Gao, Q. and Gao, X. and Nie, F.",
        TITLE = "L_2,p-Norm Based PCA for Image Recognition",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1336-1346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130079"}

@article{bb133967,
        AUTHOR = "Fan, C.X. and Hong, X.P. and Tian, L. and Ming, Y. and Pietikainen, M. and Zhao, G.Y.",
        TITLE = "PCANet-II: When PCANet Meets the Second Order Pooling",
        JOURNAL = IEICE,
        VOLUME = "E101-D",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2159-2162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130080"}

@article{bb133968,
        AUTHOR = "Lu, Y. and Lai, Z. and Li, X. and Wong, W.K. and Yuan, C. and Zhang, D.",
        TITLE = "Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust
Image Representation",
        JOURNAL = Cyber,
        VOLUME = "49",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1859-1872",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130081"}

@article{bb133969,
        AUTHOR = "Nie, F. and Zhang, H. and Zhang, R. and Li, X.",
        TITLE = "Robust Multiple Rank-k Bilinear Projections for Unsupervised Learning",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2574-2583",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130082"}

@article{bb133970,
        AUTHOR = "Lai, Z. and Mo, D. and Wen, J. and Shen, L. and Wong, W.K.",
        TITLE = "Generalized Robust Regression for Jointly Sparse Subspace Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "29",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "756-772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130083"}

@article{bb133971,
        AUTHOR = "Wang, W.Q. and Aggarwal, V. and Aeron, S.C.",
        TITLE = "Principal component analysis with tensor train subspace",
        JOURNAL = PRL,
        VOLUME = "122",
        YEAR = "2019",
        PAGES = "86-91",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130084"}

@article{bb133972,
        AUTHOR = "Zhou, N. and Cheng, H. and Qin, J. and Du, Y. and Chen, B.",
        TITLE = "Robust High-Order Manifold Constrained Sparse Principal Component
Analysis for Image Representation",
        JOURNAL = CirSysVideo,
        VOLUME = "29",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1946-1961",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130085"}

@article{bb133973,
        AUTHOR = "Sun, Y.Q. and Li, L. and Zheng, L. and Hu, J. and Li, W.C. and Jiang, Y.T. and Yan, C.G.",
        TITLE = "Image Classification Base on PCA of Multi-View Deep Representation",
        JOURNAL = JVCIR,
        VOLUME = "62",
        YEAR = "2019",
        PAGES = "253-258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130086"}

@article{bb133974,
        AUTHOR = "Vargas, H. and Arguello, H.",
        TITLE = "A Low-Rank Model for Compressive Spectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9888-9899",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130087"}

@article{bb133975,
        AUTHOR = "Gelvez, T. and Arguello, H.",
        TITLE = "Nonlocal Low-Rank Abundance Prior for Compressive Spectral Image
Fusion",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "415-425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130088"}

@article{bb133976,
        AUTHOR = "Dadon, A. and Mandelmilch, M. and Ben Dor, E. and Sheffer, E.",
        TITLE = "Sequential PCA-based Classification of Mediterranean Forest Plants
using Airborne Hyperspectral Remote Sensing",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "23",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130089"}

@article{bb133977,
        AUTHOR = "Ren, Z. and Sun, Q. and Wu, B. and Zhang, X. and Yan, W.",
        TITLE = "Learning Latent Low-Rank and Sparse Embedding for Robust Image
Feature Extraction",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "2094-2107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130090"}

@article{bb133978,
        AUTHOR = "Xiao, W. and Huang, X. and He, F. and Silva, J. and Emrani, S. and Chaudhuri, A.",
        TITLE = "Online Robust Principal Component Analysis With Change Point
Detection",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "59-68",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130091"}

@article{bb133979,
        AUTHOR = "Chen, X.H. and Sun, H.Q.",
        TITLE = "Joint low-rank project embedding and optimal mean principal component
analysis",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "1457-1466",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130092"}

@article{bb133980,
        AUTHOR = "Machidon, A.L. and del Frate, F. and Picchiani, M. and Machidon, O.M. and Ogrutan, P.L.",
        TITLE = "Geometrical Approximated Principal Component Analysis for
Hyperspectral Image Analysis",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130093"}

@article{bb133981,
        AUTHOR = "Park, C.H. and Lee, G.H.",
        TITLE = "Comparison of incremental linear dimension reduction methods for
streaming data",
        JOURNAL = PRL,
        VOLUME = "135",
        YEAR = "2020",
        PAGES = "15-21",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130094"}

@article{bb133982,
        AUTHOR = "Zarmehi, N. and Amini, A. and Marvasti, F.",
        TITLE = "Low Rank and Sparse Decomposition for Image and Video Applications",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2046-2056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130095"}

@article{bb133983,
        AUTHOR = "Bueso, D. and Piles, M. and Camps Valls, G.",
        TITLE = "Nonlinear PCA for Spatio-Temporal Analysis of Earth Observation Data",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5752-5763",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130096"}

@article{bb133984,
        AUTHOR = "Tran, T.P.T. and Douzal Chouakria, A. and Yazdi, S.V. and Honeine, P. and Gallinari, P.",
        TITLE = "Interpretable time series kernel analytics by pre-image estimation",
        JOURNAL = AI,
        VOLUME = "286",
        YEAR = "2020",
        PAGES = "103342",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130097"}

@article{bb133985,
        AUTHOR = "Yang, F. and Ma, Z. and Xie, M.",
        TITLE = "Visual Recognition Method Based on Hybrid KPCA Network",
        JOURNAL = IEICE,
        VOLUME = "E103-D",
        YEAR = "2020",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2015-2018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130098"}

@article{bb133986,
        AUTHOR = "Wu, D. and Zhang, H. and Nie, F. and Wang, R. and Yang, C. and Jia, X. and Li, X.",
        TITLE = "Double-Attentive Principle Component Analysis",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "1814-1818",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130099"}

@article{bb133987,
        AUTHOR = "Cai, H. and Hamm, K. and Huang, L. and Li, J. and Wang, T.",
        TITLE = "Rapid Robust Principal Component Analysis:
CUR Accelerated Inexact Low Rank Estimation",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "116-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130100"}

@article{bb133988,
        AUTHOR = "Dong, Y.N. and Liang, T.Y. and Zhang, Y.X. and Du, B.",
        TITLE = "Spectral-Spatial Weighted Kernel Manifold Embedded Distribution
Alignment for Remote Sensing Image Classification",
        JOURNAL = Cyber,
        VOLUME = "51",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3185-3197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130101"}

@article{bb133989,
        AUTHOR = "Zhang, F. and Wang, J.J. and Wang, W.D. and Xu, C.",
        TITLE = "Low-Tubal-Rank Plus Sparse Tensor Recovery With Prior Subspace
Information",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3492-3507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130102"}

@article{bb133990,
        AUTHOR = "Kong, W.C. and Zhang, F. and Qin, W.J. and Wang, J.J.",
        TITLE = "Low-Tubal-Rank tensor recovery with multilayer subspace prior
learning",
        JOURNAL = PR,
        VOLUME = "140",
        YEAR = "2023",
        PAGES = "109545",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130103"}

@article{bb133991,
        AUTHOR = "Hou, J.Y. and Zhang, F. and Qiu, H.Q. and Wang, J.J. and Wang, Y. and Meng, D.Y.",
        TITLE = "Robust Low-Tubal-Rank Tensor Recovery From Binary Measurements",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4355-4373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130104"}

@article{bb133992,
        AUTHOR = "Nie, F.P. and Wu, D.Y. and Wang, R. and Li, X.L.",
        TITLE = "Truncated Robust Principle Component Analysis With A General
Optimization Framework",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1081-1097",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130105"}

@article{bb133993,
        AUTHOR = "Qiu, Y.N. and Zhou, G.X. and Huang, Z.H. and Zhao, Q.B. and Xie, S.L.",
        TITLE = "Efficient Tensor Robust PCA Under Hybrid Model of Tucker and Tensor
Train",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "627-631",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130106"}

@article{bb133994,
        AUTHOR = "Gao, Y.L. and Lin, T.T. and Pan, J.Y. and Nie, F.P. and Xie, Y.W.",
        TITLE = "Fuzzy Sparse Deviation Regularized Robust Principal Component
Analysis",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "5645-5660",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130107"}

@article{bb133995,
        AUTHOR = "Gao, Y.L. and Wang, X.J. and Xie, J.X. and Pan, J.Y. and Yan, P. and Nie, F.P.",
        TITLE = "Robust Principal Component Analysis Based on Fuzzy Local Information
Reservation",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9321-9337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130108"}

@article{bb133996,
        AUTHOR = "Wang, S. and Nie, F.P. and Wang, Z. and Wang, R. and Li, X.L.",
        TITLE = "Data Subdivision Based Dual-Weighted Robust Principal Component
Analysis",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "1271-1284",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130109"}

@article{bb133997,
        AUTHOR = "Liu, T.H. and Diaz Pachon, D.A. and Rao, J. .S.I. and Dazard, J.E.",
        TITLE = "High Dimensional Mode Hunting Using Pettiest Components Analysis",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "4637-4649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130110"}

@article{bb133998,
        AUTHOR = "Virta, J. and Artemiou, A.",
        TITLE = "Poisson PCA for matrix count data",
        JOURNAL = PR,
        VOLUME = "138",
        YEAR = "2023",
        PAGES = "109401",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130111"}

@article{bb133999,
        AUTHOR = "Ali, T.M.F. and Chaudhuri, S.",
        TITLE = "Theoretical Analysis of Null Foley-Sammon Transform and its
Implications",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "6445-6459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130112"}

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