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        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#TT113606"}

@article{bb117358,
        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#TT113607"}

@inproceedings{bb117359,
        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#TT113608"}

@inproceedings{bb117360,
        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#TT113609"}

@inproceedings{bb117361,
        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#TT113610"}

@inproceedings{bb117362,
        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",
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@inproceedings{bb117363,
        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#TT113612"}

@inproceedings{bb117364,
        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#TT113613"}

@inproceedings{bb117365,
        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#TT113614"}

@inproceedings{bb117366,
        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#TT113615"}

@inproceedings{bb117367,
        AUTHOR = "El Fattahi, L. and Sbai, E.H.",
        TITLE = "Kernel entropy principal component analysis using Parzen estimator",
        BOOKTITLE = ISCV18,
        YEAR = "2018",
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@inproceedings{bb117368,
        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",
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@inproceedings{bb117369,
        AUTHOR = "Zhou, P. and Feng, J.",
        TITLE = "Outlier-Robust Tensor PCA",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT113618"}

@inproceedings{bb117370,
        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#TT113619"}

@inproceedings{bb117371,
        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#TT113620"}

@inproceedings{bb117372,
        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#TT113621"}

@inproceedings{bb117373,
        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#TT113622"}

@inproceedings{bb117374,
        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#TT113623"}

@inproceedings{bb117375,
        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#TT113624"}

@inproceedings{bb117376,
        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#TT113625"}

@inproceedings{bb117377,
        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#TT113626"}

@inproceedings{bb117378,
        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#TT113627"}

@inproceedings{bb117379,
        AUTHOR = "Duanduan, Y. and Sluzek, A.",
        TITLE = "Performance evaluation of low-dimensional sifts",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "2729-2732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT113628"}

@inproceedings{bb117380,
        AUTHOR = "Hui, K.H. and Wang, C.H. and Xiao, B.H.",
        TITLE = "Globally-Preserving Based Locally Linear Embedding",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "531-534",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT113629"}

@inproceedings{bb117381,
        AUTHOR = "Bruneau, P. and Gelgon, M. and Picarougne, F.",
        TITLE = "Aggregation of Probabilistic PCA Mixtures with a Variational-Bayes
Technique Over Parameters",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "702-705",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT113630"}

@inproceedings{bb117382,
        AUTHOR = "Negi, A. and Kadappa, V.K.",
        TITLE = "SubXPCA versus PCA: A Theoretical Investigation",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4170-4173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT113631"}

@inproceedings{bb117383,
        AUTHOR = "Sommer, S. and Lauze, F. and Hauberg, S. and Nielsen, M.",
        TITLE = "Manifold Valued Statistics, Exact Principal Geodesic Analysis and the
Effect of Linear Approximations",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "VI: 43-56",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT113632"}

@inproceedings{bb117384,
        AUTHOR = "Mu, Y.D. and Sun, J. and Han, T.X. and Cheong, L.F. and Yan, S.C.",
        TITLE = "Randomized Locality Sensitive Vocabularies for Bag-of-Features Model",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "III: 748-761",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT113633"}

@inproceedings{bb117385,
        AUTHOR = "Mu, Y.D. and Shen, J.L. and Yan, S.C.",
        TITLE = "Weakly-supervised hashing in kernel space",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3344-3351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT113634"}

@inproceedings{bb117386,
        AUTHOR = "Ozay, N. and Sznaier, M. and Lagoa, C. and Camps, O.I.",
        TITLE = "GPCA with denoising: A moments-based convex approach",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3209-3216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT113635"}

@inproceedings{bb117387,
        AUTHOR = "Inoue, K. and Hara, K. and Urahama, K.",
        TITLE = "Robust multilinear principal component analysis",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "591-597",
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@inproceedings{bb117388,
        AUTHOR = "Serra, J.",
        TITLE = "Adaptive lattices on the unit sphere. Application to remote sensing",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "2257-2260",
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@inproceedings{bb117389,
        AUTHOR = "Laparra, V. and Camps Valls, G. and Malo, J.",
        TITLE = "PCA Gaussianization for image processing",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
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@inproceedings{bb117390,
        AUTHOR = "Ogawa, T. and Haseyama, M.",
        TITLE = "Kernel PCA-based semantic feature estimation approach for similar image
retrieval",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "965-968",
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@inproceedings{bb117391,
        AUTHOR = "Mei, L. and Figl, M. and Darzi, A. and Rueckert, D. and Edwards, P.",
        TITLE = "Sample Sufficiency and PCA Dimension for Statistical Shape Models",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "IV: 492-503",
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@inproceedings{bb117392,
        AUTHOR = "Zhao, D.L. and Lin, Z.C. and Tang, X.",
        TITLE = "Laplacian PCA and Its Applications",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
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@inproceedings{bb117393,
        AUTHOR = "Maret, Y. and Nikolopoulos, S. and Dufaux, F. and Ebrahimi, T. and Nikolaidis, N.",
        TITLE = "A Novel Replica Detection System using Binary Classifiers, R-Trees, and
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        BOOKTITLE = ICIP06,
        YEAR = "2006",
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@inproceedings{bb117394,
        AUTHOR = "Sarkis, M. and Dawy, Z. and Obermeier, F. and Diepold, K.",
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        BOOKTITLE = ICIP06,
        YEAR = "2006",
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@inproceedings{bb117395,
        AUTHOR = "Jin, Z. and Davoine, F. and Lou, Z. and Yang, J.Y.",
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        BOOKTITLE = ICB06,
        YEAR = "2006",
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@inproceedings{bb117396,
        AUTHOR = "Hosic, S. and Hocanin, A. and Demirel, H.",
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        BOOKTITLE = ICIAR05,
        YEAR = "2005",
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@inproceedings{bb117397,
        AUTHOR = "Jin, Z. and Davoine, F.",
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@inproceedings{bb117398,
        AUTHOR = "Tanaka, T.",
        TITLE = "Generalized subspace rules for on-line PCA and their application in
signal and image compression",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
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@inproceedings{bb117399,
        AUTHOR = "Romaniuk, B. and Guilloux, V. and Desvignes, M. and Deshayes, M.J.",
        TITLE = "Partially observed objects localization with PCA and KPCA models",
        BOOKTITLE = Southwest04,
        YEAR = "2004",
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