@article{bb125700,
        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#TT121879"}

@article{bb125701,
        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#TT121880"}

@article{bb125702,
        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#TT121881"}

@article{bb125703,
        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#TT121882"}

@inproceedings{bb125704,
        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#TT121883"}

@article{bb125705,
        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#TT121884"}

@article{bb125706,
        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#TT121885"}

@article{bb125707,
        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#TT121886"}

@article{bb125708,
        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#TT121887"}

@article{bb125709,
        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#TT121888"}

@article{bb125710,
        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#TT121889"}

@article{bb125711,
        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#TT121890"}

@article{bb125712,
        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#TT121891"}

@article{bb125713,
        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#TT121892"}

@article{bb125714,
        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#TT121893"}

@article{bb125715,
        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#TT121894"}

@inproceedings{bb125716,
        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#TT121895"}

@inproceedings{bb125717,
        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#TT121896"}

@inproceedings{bb125718,
        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#TT121897"}

@article{bb125719,
        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#TT121898"}

@article{bb125720,
        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#TT121899"}

@inproceedings{bb125721,
        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#TT121900"}

@article{bb125722,
        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#TT121901"}

@article{bb125723,
        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#TT121902"}

@article{bb125724,
        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#TT121903"}

@inproceedings{bb125725,
        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#TT121904"}

@article{bb125726,
        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#TT121905"}

@article{bb125727,
        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#TT121906"}

@inproceedings{bb125728,
        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#TT121907"}

@article{bb125729,
        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#TT121908"}

@inproceedings{bb125730,
        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#TT121909"}

@article{bb125731,
        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#TT121910"}

@inproceedings{bb125732,
        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#TT121911"}

@article{bb125733,
        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#TT121912"}

@article{bb125734,
        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#TT121913"}

@article{bb125735,
        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#TT121914"}

@article{bb125736,
        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#TT121915"}

@article{bb125737,
        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#TT121916"}

@article{bb125738,
        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#TT121917"}

@article{bb125739,
        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#TT121918"}

@article{bb125740,
        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#TT121919"}

@article{bb125741,
        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#TT121920"}

@article{bb125742,
        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#TT121921"}

@article{bb125743,
        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#TT121922"}

@article{bb125744,
        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#TT121923"}

@article{bb125745,
        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#TT121924"}

@article{bb125746,
        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#TT121925"}

@article{bb125747,
        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#TT121926"}

@article{bb125748,
        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#TT121927"}

@article{bb125749,
        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#TT121928"}

@article{bb125750,
        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#TT121929"}

@article{bb125751,
        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#TT121930"}

@article{bb125752,
        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#TT121931"}

@article{bb125753,
        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#TT121932"}

@article{bb125754,
        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#TT121933"}

@article{bb125755,
        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#TT121934"}

@article{bb125756,
        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#TT121935"}

@article{bb125757,
        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#TT121936"}

@article{bb125758,
        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#TT121937"}

@article{bb125759,
        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#TT121938"}

@article{bb125760,
        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#TT121939"}

@article{bb125761,
        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#TT121940"}

@article{bb125762,
        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#TT121941"}

@article{bb125763,
        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#TT121942"}

@article{bb125764,
        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#TT121943"}

@article{bb125765,
        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#TT121944"}

@article{bb125766,
        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#TT121945"}

@article{bb125767,
        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#TT121946"}

@article{bb125768,
        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#TT121947"}

@article{bb125769,
        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#TT121948"}

@article{bb125770,
        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#TT121949"}

@article{bb125771,
        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#TT121950"}

@article{bb125772,
        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#TT121951"}

@article{bb125773,
        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#TT121952"}

@article{bb125774,
        AUTHOR = "Bi, P.F. and Du, X.",
        TITLE = "Arbitrary Triangle Structure Adaptive Mean PCA and Image Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "754-769",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT121953"}

@article{bb125775,
        AUTHOR = "Liu, Y. and Du, B. and Chen, Y.Y. and Zhang, L. and Gong, M.M. and Tao, D.C.",
        TITLE = "Convex-Concave Tensor Robust Principal Component Analysis",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1721-1747",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT121954"}

@article{bb125776,
        AUTHOR = "Peng, J.J. and Wang, H.L. and Cao, X.Y. and Jia, X.X. and Zhang, H.Y. and Meng, D.Y.",
        TITLE = "Stable Local-Smooth Principal Component Pursuit",
        JOURNAL = SIIMS,
        VOLUME = "17",
        YEAR = "2024",
        NUMBER = "2",
        PAGES = "1182-1205",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT121955"}

@article{bb125777,
        AUTHOR = "Zheng, Q.H. and Zhuang, Y.X.",
        TITLE = "Non-Decreasing Concave Regularized Minimization for Principal
Component Analysis",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "486-490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT121956"}

@article{bb125778,
        AUTHOR = "Gao, J.Y. and Geng, X.R. and Ji, L.Y.",
        TITLE = "FastPSA: A Fast Version of the Principal Skewness Analysis",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "1226-1230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT121957"}

@article{bb125779,
        AUTHOR = "He, F. and Yang, R. and Shi, L. and Huang, X.L.",
        TITLE = "A Decentralized Framework for Kernel PCA With Projection Consensus
Constraints",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3908-3921",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT121958"}

@article{bb125780,
        AUTHOR = "Tan, Z.X. and Yang, H.",
        TITLE = "Reweighted angle two-dimensional principal component analysis for
feature extraction",
        JOURNAL = PR,
        VOLUME = "168",
        YEAR = "2025",
        PAGES = "111817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT121959"}

@inproceedings{bb125781,
        AUTHOR = "Lu, C.Y.",
        TITLE = "Transforms based Tensor Robust PCA:
Corrupted Low-Rank Tensors Recovery via Convex Optimization",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "1125-1132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT121960"}

@inproceedings{bb125782,
        AUTHOR = "Li, T. and Ma, J.W.",
        TITLE = "T-SVD Based Non-convex Tensor Completion and Robust Principal
Component Analysis",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6980-6987",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT121961"}

@inproceedings{bb125783,
        AUTHOR = "Fan, Y.F. and Dahiya, N. and Bignardi, S. and Sandhu, R. and Yezzi, A.J.",
        TITLE = "Directionally Paired Principal Component Analysis for Bivariate
Estimation Problems",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10180-10187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT121962"}

@inproceedings{bb125784,
        AUTHOR = "Dahiya, N. and Fan, Y.F. and Bignardi, S. and Sandhu, R. and Yezzi, A.J.",
        TITLE = "Dependently Coupled Principal Component Analysis for Bivariate
Inversion Problems",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10592-10599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT121963"}

@inproceedings{bb125785,
        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#TT121964"}

@inproceedings{bb125786,
        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#TT121965"}

@inproceedings{bb125787,
        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#TT121966"}

@inproceedings{bb125788,
        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#TT121967"}

@inproceedings{bb125789,
        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#TT121968"}

@inproceedings{bb125790,
        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#TT121969"}

@inproceedings{bb125791,
        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#TT121970"}

@inproceedings{bb125792,
        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#TT121971"}

@inproceedings{bb125793,
        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#TT121972"}

@inproceedings{bb125794,
        AUTHOR = "Shahid, N. and Kalofolias, V. and Bresson, X. and Bronstein, M.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#TT121973"}

@inproceedings{bb125795,
        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#TT121974"}

@inproceedings{bb125796,
        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#TT121975"}

@inproceedings{bb125797,
        AUTHOR = "Mignon, A. and Jurie, F.",
        TITLE = "PCCA: A new approach for distance learning from sparse pairwise
constraints",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2666-2672",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT121976"}

@inproceedings{bb125798,
        AUTHOR = "Ayazoglu, M. and Sznaier, M. and Camps, O.I.",
        TITLE = "Fast algorithms for structured robust principal component analysis",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "1704-1711",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT121977"}

@inproceedings{bb125799,
        AUTHOR = "Lim, K.L. and Galoogahi, H.K.",
        TITLE = "Shape Classification Using Local and Global Features",
        BOOKTITLE = PSIVT10,
        YEAR = "2010",
        PAGES = "115-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT121978"}

Last update:Jun 18, 2025 at 15:22:01