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@article{bb110753,
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@article{bb110756,
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@article{bb110757,
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@article{bb110758,
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        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#TT107118"}

@article{bb110759,
        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#TT107119"}

@article{bb110760,
        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#TT107120"}

@article{bb110761,
        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#TT107121"}

@article{bb110762,
        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#TT107122"}

@article{bb110763,
        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#TT107123"}

@article{bb110764,
        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#TT107124"}

@article{bb110765,
        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#TT107125"}

@article{bb110766,
        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#TT107126"}

@article{bb110767,
        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#TT107127"}

@article{bb110768,
        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#TT107128"}

@article{bb110769,
        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#TT107129"}

@article{bb110770,
        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#TT107130"}

@article{bb110771,
        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#TT107131"}

@article{bb110772,
        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#TT107132"}

@article{bb110773,
        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#TT107133"}

@article{bb110774,
        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#TT107134"}

@article{bb110775,
        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#TT107135"}

@article{bb110776,
        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#TT107136"}

@article{bb110777,
        AUTHOR = "Virta, J. and Artemiou, A.",
        TITLE = "Poisson PCA for matrix count data",
        JOURNAL = PR,
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@inproceedings{bb110778,
        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#TT107138"}

@inproceedings{bb110779,
        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#TT107139"}

@inproceedings{bb110780,
        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#TT107140"}

@inproceedings{bb110781,
        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#TT107141"}

@inproceedings{bb110782,
        AUTHOR = "Rekavandi, A.M. and Seghouane, A.K.",
        TITLE = "Robust Principal Component Analysis Using Alpha Divergence",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "6-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT107142"}

@inproceedings{bb110783,
        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#TT107143"}

@inproceedings{bb110784,
        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#TT107144"}

@inproceedings{bb110785,
        AUTHOR = "Ghojogh, B. and Karray, F. and Crowley, M.",
        TITLE = "Locally Linear Image Structural Embedding for Image Structure Manifold
Learning",
        BOOKTITLE = ICIAR19,
        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT107145"}

@inproceedings{bb110786,
        AUTHOR = "El Fattahi, L. and Sbai, E.H.",
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        BOOKTITLE = ISCV18,
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@inproceedings{bb110787,
        AUTHOR = "Wang, M.J. and Panagakis, Y. and Snape, P. and Zafeiriou, S.P.",
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@inproceedings{bb110788,
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        BOOKTITLE = CVPR17,
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@inproceedings{bb110789,
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        BOOKTITLE = CAIP17,
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@inproceedings{bb110790,
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@inproceedings{bb110791,
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@inproceedings{bb110792,
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@inproceedings{bb110793,
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@inproceedings{bb110794,
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@inproceedings{bb110795,
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@inproceedings{bb110796,
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@inproceedings{bb110797,
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@inproceedings{bb110798,
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@inproceedings{bb110799,
        AUTHOR = "Hui, K.H. and Wang, C.H. and Xiao, B.H.",
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Last update:Mar 21, 2023 at 18:34:39