@inproceedings{bb131200,
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#TT127328"}
@inproceedings{bb131201,
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#TT127329"}
@article{bb131202,
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#TT127330"}
@article{bb131203,
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#TT127331"}
@inproceedings{bb131204,
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#TT127331"}
@inproceedings{bb131205,
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#TT127332"}
@article{bb131206,
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#TT127333"}
@inproceedings{bb131207,
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#TT127334"}
@inproceedings{bb131208,
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#TT127335"}
@article{bb131209,
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#TT127336"}
@article{bb131210,
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#TT127337"}
@article{bb131211,
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#TT127338"}
@article{bb131212,
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#TT127339"}
@article{bb131213,
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#TT127340"}
@article{bb131214,
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#TT127341"}
@inproceedings{bb131215,
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#TT127342"}
@article{bb131216,
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#TT127343"}
@article{bb131217,
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#TT127344"}
@article{bb131218,
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#TT127345"}
@article{bb131219,
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#TT127346"}
@article{bb131220,
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#TT127347"}
@article{bb131221,
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#TT127348"}
@inproceedings{bb131222,
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#TT127349"}
@inproceedings{bb131223,
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#TT127350"}
@inproceedings{bb131224,
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#TT127351"}
@article{bb131225,
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#TT127352"}
@article{bb131226,
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#TT127353"}
@article{bb131227,
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#TT127354"}
@article{bb131228,
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#TT127355"}
@inproceedings{bb131229,
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#TT127356"}
@article{bb131230,
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#TT127357"}
@article{bb131231,
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#TT127358"}
@article{bb131232,
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#TT127359"}
@article{bb131233,
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#TT127360"}
@article{bb131234,
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#TT127361"}
@article{bb131235,
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#TT127362"}
@article{bb131236,
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#TT127363"}
@article{bb131237,
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#TT127364"}
@article{bb131238,
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#TT127365"}
@article{bb131239,
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#TT127366"}
@article{bb131240,
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#TT127367"}
@inproceedings{bb131241,
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#TT127368"}
@inproceedings{bb131242,
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#TT127369"}
@inproceedings{bb131243,
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#TT127370"}
@article{bb131244,
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#TT127371"}
@article{bb131245,
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#TT127372"}
@inproceedings{bb131246,
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#TT127373"}
@article{bb131247,
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#TT127374"}
@article{bb131248,
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#TT127375"}
@article{bb131249,
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#TT127376"}
@inproceedings{bb131250,
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#TT127377"}
@article{bb131251,
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#TT127378"}
@article{bb131252,
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#TT127379"}
@inproceedings{bb131253,
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#TT127380"}
@article{bb131254,
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#TT127381"}
@inproceedings{bb131255,
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#TT127382"}
@article{bb131256,
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#TT127383"}
@inproceedings{bb131257,
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#TT127384"}
@article{bb131258,
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#TT127385"}
@article{bb131259,
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#TT127386"}
@article{bb131260,
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#TT127387"}
@article{bb131261,
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#TT127388"}
@article{bb131262,
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#TT127389"}
@article{bb131263,
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#TT127390"}
@article{bb131264,
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#TT127391"}
@article{bb131265,
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#TT127392"}
@article{bb131266,
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#TT127393"}
@article{bb131267,
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#TT127394"}
@article{bb131268,
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#TT127395"}
@article{bb131269,
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#TT127396"}
@article{bb131270,
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#TT127397"}
@article{bb131271,
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#TT127398"}
@article{bb131272,
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#TT127399"}
@article{bb131273,
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#TT127400"}
@article{bb131274,
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#TT127401"}
@article{bb131275,
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#TT127402"}
@article{bb131276,
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#TT127403"}
@article{bb131277,
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#TT127404"}
@article{bb131278,
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#TT127405"}
@article{bb131279,
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#TT127406"}
@article{bb131280,
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#TT127407"}
@article{bb131281,
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#TT127408"}
@article{bb131282,
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#TT127409"}
@article{bb131283,
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#TT127410"}
@article{bb131284,
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#TT127411"}
@article{bb131285,
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#TT127412"}
@article{bb131286,
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#TT127413"}
@article{bb131287,
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#TT127414"}
@article{bb131288,
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#TT127415"}
@article{bb131289,
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#TT127416"}
@article{bb131290,
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#TT127417"}
@article{bb131291,
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#TT127418"}
@article{bb131292,
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#TT127419"}
@article{bb131293,
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#TT127420"}
@article{bb131294,
AUTHOR = "Gao, K.X. and Huang, Z.H.",
TITLE = "Tensor Robust Principal Component Analysis via Tensor Fibered Rank
and L_P Minimization",
JOURNAL = SIIMS,
VOLUME = "16",
YEAR = "2023",
NUMBER = "1",
PAGES = "423-460",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127421"}
@article{bb131295,
AUTHOR = "Gao, K.X. and Huang, Z.H. and Xu, Y.",
TITLE = "Tensor Robust Principal Component Analysis Based on a Two-Layer
Tucker Rank Minimization Model",
JOURNAL = SIIMS,
VOLUME = "18",
YEAR = "2025",
NUMBER = "2",
PAGES = "1522-1561",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127422"}
@article{bb131296,
AUTHOR = "Panhuber, R.",
TITLE = "Fast, Efficient, and Viable Compressed Sensing, Low-Rank, and Robust
Principle Component Analysis Algorithms for Radar Signal Processing",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "8",
PAGES = "2216",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127423"}
@article{bb131297,
AUTHOR = "Kang, Z. and Liu, H.F. and Li, J.X. and Zhu, X.F. and Tian, L.",
TITLE = "Self-paced principal component analysis",
JOURNAL = PR,
VOLUME = "142",
YEAR = "2023",
PAGES = "109692",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127424"}
@article{bb131298,
AUTHOR = "Zhang, H.Y. and Zhu, Y. and Li, X.L.",
TITLE = "Toward Projected Clustering With Aggregated Mapping",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "4103-4113",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127425"}
@article{bb131299,
AUTHOR = "Han, Z. and Zhang, S.J. and Liu, Z.Y. and Wang, Y.M. and Yao, J.P. and Wang, Y.",
TITLE = "Tensor Robust Principal Component Analysis With Side Information:
Models and Applications",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "3713-3725",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127426"}
Last update:Apr 23, 2026 at 15:05:02