@inproceedings{bb94400,
        AUTHOR = "Weingessel, A. and Bischof, H. and Hornik, K. and Leisch, F.",
        TITLE = "Hierarchies of Autoassociators",
        BOOKTITLE = ICPR96,
        YEAR = "1996",
        PAGES = "IV: 200-204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91032"}

@article{bb94401,
        AUTHOR = "Crowley, J.L. and Pourraz, F.",
        TITLE = "Continuity properties of the appearance manifold for mobile robot
position estimation",
        JOURNAL = IVC,
        VOLUME = "19",
        YEAR = "2001",
        NUMBER = "11",
        MONTH = "September",
        PAGES = "741-752",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91033"}

@article{bb94402,
        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#TT91034"}

@article{bb94403,
        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#TT91035"}

@article{bb94404,
        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#TT91036"}

@inproceedings{bb94405,
        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#TT91037"}

@inproceedings{bb94406,
        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#TT91038"}

@inproceedings{bb94407,
        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#TT91039"}

@inproceedings{bb94408,
        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#TT91040"}

@inproceedings{bb94409,
        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#TT91041"}

@article{bb94410,
        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#TT91042"}

@article{bb94411,
        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#TT91043"}

@inproceedings{bb94412,
        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#TT91043"}

@inproceedings{bb94413,
        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#TT91044"}

@article{bb94414,
        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#TT91045"}

@inproceedings{bb94415,
        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#TT91046"}

@inproceedings{bb94416,
        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#TT91047"}

@article{bb94417,
        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#TT91048"}

@article{bb94418,
        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#TT91049"}

@article{bb94419,
        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#TT91050"}

@article{bb94420,
        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#TT91051"}

@article{bb94421,
        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#TT91052"}

@article{bb94422,
        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#TT91053"}

@inproceedings{bb94423,
        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#TT91054"}

@article{bb94424,
        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#TT91055"}

@article{bb94425,
        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#TT91056"}

@article{bb94426,
        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#TT91057"}

@article{bb94427,
        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#TT91058"}

@article{bb94428,
        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#TT91059"}

@article{bb94429,
        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#TT91060"}

@inproceedings{bb94430,
        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#TT91061"}

@inproceedings{bb94431,
        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#TT91062"}

@inproceedings{bb94432,
        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#TT91063"}

@article{bb94433,
        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#TT91064"}

@article{bb94434,
        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#TT91065"}

@article{bb94435,
        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#TT91066"}

@article{bb94436,
        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#TT91067"}

@inproceedings{bb94437,
        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#TT91068"}

@article{bb94438,
        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#TT91069"}

@article{bb94439,
        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#TT91070"}

@article{bb94440,
        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#TT91071"}

@article{bb94441,
        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#TT91072"}

@article{bb94442,
        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#TT91073"}

@article{bb94443,
        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#TT91074"}

@article{bb94444,
        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#TT91075"}

@article{bb94445,
        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#TT91076"}

@article{bb94446,
        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#TT91077"}

@article{bb94447,
        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#TT91078"}

@article{bb94448,
        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#TT91079"}

@inproceedings{bb94449,
        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#TT91080"}

@inproceedings{bb94450,
        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#TT91081"}

@inproceedings{bb94451,
        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#TT91082"}

@article{bb94452,
        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#TT91083"}

@article{bb94453,
        AUTHOR = "Qian, J.J. and Yang, J. and Gao, G.",
        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#TT91084"}

@inproceedings{bb94454,
        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#TT91085"}

@article{bb94455,
        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#TT91086"}

@article{bb94456,
        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#TT91087"}

@article{bb94457,
        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#TT91088"}

@inproceedings{bb94458,
        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#TT91089"}

@article{bb94459,
        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#TT91090"}

@article{bb94460,
        AUTHOR = "Zhang, Z. and Li, F. and Zhao, M. and Zhang, L. and Yan, S.",
        TITLE = "Joint Low-Rank and Sparse Principal Feature Coding for Enhanced
Robust Representation and Visual Classification",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2429-2443",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91091"}

@inproceedings{bb94461,
        AUTHOR = "Wang, L. and Zhang, Z. and Liu, G. and Ye, Q. and Qin, J. and Wang, M.",
        TITLE = "Robust Adaptive Low-Rank and Sparse Embedding for Feature
Representation",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "800-805",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91092"}

@inproceedings{bb94462,
        AUTHOR = "Ren, J.H. and Zhang, Z. and Li, S. and Liu, G.C. and Wang, M. and Yan, S.C.",
        TITLE = "Robust Projective Low-Rank and Sparse Representation by Robust
Dictionary Learning",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1851-1856",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91093"}

@article{bb94463,
        AUTHOR = "Zhang, Z. and Li, F. and Zhao, M. and Zhang, L. and Yan, S.",
        TITLE = "Robust Neighborhood Preserving Projection by Nuclear/L2,1-Norm
Regularization for Image Feature Extraction",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1607-1622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91094"}

@article{bb94464,
        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#TT91095"}

@inproceedings{bb94465,
        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#TT91096"}

@article{bb94466,
        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#TT91097"}

@inproceedings{bb94467,
        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#TT91098"}

@article{bb94468,
        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#TT91099"}

@inproceedings{bb94469,
        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#TT91100"}

@article{bb94470,
        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#TT91101"}

@article{bb94471,
        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#TT91102"}

@article{bb94472,
        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#TT91103"}

@article{bb94473,
        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#TT91104"}

@article{bb94474,
        AUTHOR = "Ran, Z.Y. and Wang, W. and Hu, B.G.",
        TITLE = "On connections between Rényi entropy Principal Component Analysis,
kernel learning and graph embedding",
        JOURNAL = PRL,
        VOLUME = "112",
        YEAR = "2018",
        PAGES = "125-130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91105"}

@article{bb94475,
        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#TT91106"}

@article{bb94476,
        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#TT91107"}

@article{bb94477,
        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#TT91108"}

@article{bb94478,
        AUTHOR = "Wang, W. and Aggarwal, V. and Aeron, S.",
        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#TT91109"}

@article{bb94479,
        AUTHOR = "Seghouane, A.K. and Shokouhi, N. and Koch, I.",
        TITLE = "Sparse Principal Component Analysis With Preserved Sparsity Pattern",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3274-3285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91110"}

@article{bb94480,
        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#TT91111"}

@article{bb94481,
        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#TT91112"}

@article{bb94482,
        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#TT91113"}

@article{bb94483,
        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#TT91114"}

@article{bb94484,
        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#TT91115"}

@article{bb94485,
        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#TT91116"}

@inproceedings{bb94486,
        AUTHOR = "Rolinek, M. and Zietlow, D. and Martius, G.",
        TITLE = "Variational Autoencoders Pursue PCA Directions (by Accident)",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "12398-12407",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91117"}

@inproceedings{bb94487,
        AUTHOR = "Ghojogh, B. and Karray, F. and Crowley, M.",
        TITLE = "Image Structure Subspace Learning Using Structural Similarity Index",
        BOOKTITLE = ICIAR19,
        YEAR = "2019",
        PAGES = "I:33-44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91118"}

@inproceedings{bb94488,
        AUTHOR = "Ghojogh, B. and Karray, F. and Crowley, M.",
        TITLE = "Principal Component Analysis Using Structural Similarity Index for
Images",
        BOOKTITLE = ICIAR19,
        YEAR = "2019",
        PAGES = "I:77-88",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91119"}

@inproceedings{bb94489,
        AUTHOR = "Ghojogh, B. and Karray, F. and Crowley, M.",
        TITLE = "Locally Linear Image Structural Embedding for Image Structure Manifold
Learning",
        BOOKTITLE = ICIAR19,
        YEAR = "2019",
        PAGES = "I:126-138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91120"}

@inproceedings{bb94490,
        AUTHOR = "El Fattahi, L. and Sbai, E.H.",
        TITLE = "Kernel entropy principal component analysis using Parzen estimator",
        BOOKTITLE = ISCV18,
        YEAR = "2018",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91121"}

@inproceedings{bb94491,
        AUTHOR = "Wang, M.J. and Panagakis, Y. and Snape, P. and Zafeiriou, S.P.",
        TITLE = "Learning the Multilinear Structure of Visual Data",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "6053-6061",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91122"}

@inproceedings{bb94492,
        AUTHOR = "Zhou, P. and Feng, J.",
        TITLE = "Outlier-Robust Tensor PCA",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "3938-3946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91123"}

@inproceedings{bb94493,
        AUTHOR = "Itoh, H. and Imiya, A. and Sakai, T.",
        TITLE = "Analysis of Multilinear Subspaces Based on Geodesic Distance",
        BOOKTITLE = CAIP17,
        YEAR = "2017",
        PAGES = "I: 384-396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91124"}

@inproceedings{bb94494,
        AUTHOR = "Wang, Q. and Gao, Q.",
        TITLE = "Robust 2DPCA and Its Application",
        BOOKTITLE = Robust16,
        YEAR = "2016",
        PAGES = "1152-1158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91125"}

@inproceedings{bb94495,
        AUTHOR = "Pena, R. and Bresson, X. and Vandergheynst, P.",
        TITLE = "Source localization on graphs via L_1 recovery and spectral graph
theory",
        BOOKTITLE = IVMSP16,
        YEAR = "2016",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91126"}

@inproceedings{bb94496,
        AUTHOR = "Shahid, N. and Kalofolias, V. and Bresson, X. and Bronstein, M. and Vandergheynst, P.",
        TITLE = "Robust Principal Component Analysis on Graphs",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2812-2820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91127"}

@inproceedings{bb94497,
        AUTHOR = "Zhang, C. and Heeren, B. and Rumpf, M. and Smith, W.A.P.",
        TITLE = "Shell PCA: Statistical Shape Modelling in Shell Space",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1671-1679",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91128"}

@inproceedings{bb94498,
        AUTHOR = "Hung, T.Y. and Lu, J.W. and Tan, Y.P. and Gao, S.H.",
        TITLE = "Efficient Sparsity Estimation via Marginal-Lasso Coding",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "IV: 578-592",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91129"}

@inproceedings{bb94499,
        AUTHOR = "Inoue, K. and Hara, K. and Urahama, K.",
        TITLE = "A Unified View of Two-Dimensional Principal Component Analyses",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "566-574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT91130"}

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