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JOURNAL = IP,
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AUTHOR = "Ding, M. and Zhao, X.L. and Yang, J.H. and Zhou, Z.C. and Ng, M.K.",
TITLE = "Bilateral Tensor Low-Rank Representation for Insufficient Observed
Samples in Multidimensional Image Clustering and Recovery",
JOURNAL = SIIMS,
VOLUME = "18",
YEAR = "2025",
NUMBER = "1",
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BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103794"}
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AUTHOR = "Chang, Y. and Yan, L.X. and Chen, B.L. and Zhong, S. and Tian, Y.H.",
TITLE = "Hyperspectral Image Restoration: Where Does the Low-Rank Property
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JOURNAL = GeoRS,
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YEAR = "2021",
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AUTHOR = "Su, Y.C. and Zhu, H.R. and Wong, K.C. and Chang, Y. and Li, X.T.",
TITLE = "Hyperspectral Image Denoising via Weighted Multidirectional Low-Rank
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PAGES = "2753-2766",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103796"}
@inproceedings{bb107104,
AUTHOR = "Chang, Y. and Yan, L.X. and Zhong, S.",
TITLE = "Hyper-Laplacian Regularized Unidirectional Low-Rank Tensor Recovery
for Multispectral Image Denoising",
BOOKTITLE = CVPR17,
YEAR = "2017",
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@inproceedings{bb107105,
AUTHOR = "Chang, Y. and Yan, L.X. and Zhong, S.",
TITLE = "Transformed Low-Rank Model for Line Pattern Noise Removal",
BOOKTITLE = ICCV17,
YEAR = "2017",
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@article{bb107106,
AUTHOR = "Chang, Y. and Yan, L.X. and Zhao, X.L. and Fang, H.Z. and Zhang, Z.J. and Zhong, S.",
TITLE = "Weighted Low-Rank Tensor Recovery for Hyperspectral Image Restoration",
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AUTHOR = "Xu, W.H. and Zhao, X.L. and Ji, T.Y. and Miao, J.Q. and Ma, T.H. and Wang, S. and Huang, T.Z.",
TITLE = "Laplace Function Based Nonconvex Surrogate for Low-Rank Tensor
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YEAR = "2019",
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@article{bb107108,
AUTHOR = "Ji, T.Y. and Zhao, X.L. and Sun, D.L.",
TITLE = "Low-Rank Tensor Completion Method for Implicitly Low-Rank Visual Data",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
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BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103801"}
@inproceedings{bb107109,
AUTHOR = "Wang, J.L. and Zhao, X.L.",
TITLE = "Functional Transform-Based Low-Rank Tensor Factorization for
Multi-Dimensional Data Recovery",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXXI: 39-56",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103802"}
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AUTHOR = "Luo, Y. and Zhao, X.L. and Li, Z.M. and Ng, M.K. and Meng, D.Y.",
TITLE = "Low-Rank Tensor Function Representation for Multi-Dimensional Data
Recovery",
JOURNAL = PAMI,
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YEAR = "2024",
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AUTHOR = "Wu, W.H. and Huang, T.Z. and Zhang, H. and Wang, J.L. and Zhao, X.L.",
TITLE = "Untrained Low-Rank Neural Network Prior for Multi-Dimensional Image
Recovery",
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YEAR = "2023",
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AUTHOR = "Liu, S. and Leng, J.S. and Zhao, X.L. and Zeng, H.J. and Wang, Y. and Yang, J.H.",
TITLE = "Learnable Spatial-Spectral Transform-Based Tensor Nuclear Norm for
Multi-Dimensional Visual Data Recovery",
JOURNAL = CirSysVideo,
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YEAR = "2024",
NUMBER = "5",
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BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103805"}
@inproceedings{bb107113,
AUTHOR = "Luo, Y. and Zhao, X.L. and Meng, D.Y. and Jiang, T.X.",
TITLE = "HLRTF: Hierarchical Low-Rank Tensor Factorization for Inverse
Problems in Multi-Dimensional Imaging",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "19281-19290",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103806"}
@article{bb107114,
AUTHOR = "Wang, X.D. and Wu, Y.K. and Zhuang, D.Y. and Sun, L.J.",
TITLE = "Low-Rank Hankel Tensor Completion for Traffic Speed Estimation",
JOURNAL = ITS,
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YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103807"}
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AUTHOR = "Chen, X.Y. and Lei, M.Y. and Saunier, N. and Sun, L.J.",
TITLE = "Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic
Data Imputation",
JOURNAL = ITS,
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YEAR = "2022",
NUMBER = "8",
MONTH = "August",
PAGES = "12301-12310",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103808"}
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AUTHOR = "Li, B.Z. and Zhao, X.L. and Chen, X.Y. and Ding, M. and Liu, R.W.",
TITLE = "Convolutional Low-Rank Tensor Representation for Structural Missing
Traffic Data Imputation",
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YEAR = "2024",
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MONTH = "November",
PAGES = "18847-18860",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103809"}
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AUTHOR = "Luo, Y.S. and Zhao, X.L. and Jiang, T.X. and Chang, Y. and Ng, M.K. and Li, C.",
TITLE = "Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for
Multi-Dimensional Image Recovery",
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AUTHOR = "Miao, J.Q. and Zhou, X.B. and Huang, T.Z. and Zhang, T.B. and Zhou, Z.M.",
TITLE = "A Novel Inpainting Algorithm for Recovering Landsat-7 ETM+ SLC-OFF
Images Based on the Low-Rank Approximate Regularization Method of
Dictionary Learning With Nonlocal and Nonconvex Models",
JOURNAL = GeoRS,
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YEAR = "2019",
NUMBER = "9",
MONTH = "September",
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AUTHOR = "Yu, S.C. and Miao, J.Q. and Li, G.B. and Jin, W.D. and Li, G.P. and Liu, X.G.",
TITLE = "Tensor Completion via Smooth Rank Function Low-Rank Approximate
Regularization",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "15",
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BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103812"}
@article{bb107120,
AUTHOR = "Wu, Z.C. and Huang, T.Z. and Deng, L.J. and Huang, J. and Chanussot, J. and Vivone, G.",
TITLE = "LRTCFPan: Low-Rank Tensor Completion Based Framework for
Pansharpening",
JOURNAL = IP,
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YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103813"}
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AUTHOR = "Zhou, M.Y. and Liu, Y.P. and Long, Z. and Chen, L.X. and Zhu, C.",
TITLE = "Tensor rank learning in CP decomposition via convolutional neural
network",
JOURNAL = SP:IC,
VOLUME = "73",
YEAR = "2019",
PAGES = "12-21",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103814"}
@article{bb107122,
AUTHOR = "Zdunek, R. and Fonal, K. and Wolczowski, A.",
TITLE = "Linked CP tensor decomposition algorithms for shared and individual
feature extraction",
JOURNAL = SP:IC,
VOLUME = "73",
YEAR = "2019",
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@article{bb107123,
AUTHOR = "Zhang, X.J. and Ng, M.K.",
TITLE = "A Corrected Tensor Nuclear Norm Minimization Method for Noisy
Low-Rank Tensor Completion",
JOURNAL = SIIMS,
VOLUME = "12",
YEAR = "2019",
NUMBER = "2",
PAGES = "1231-1273",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103816"}
@article{bb107124,
AUTHOR = "Shi, C.F. and Huang, Z.D. and Wan, L. and Xiong, T.F.",
TITLE = "An effective approach for color video recovery based on balanced
tensor",
JOURNAL = SP:IC,
VOLUME = "78",
YEAR = "2019",
PAGES = "376-387",
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@article{bb107125,
AUTHOR = "Liu, X.H. and Jing, X.Y. and Tang, G.J. and Wu, F. and Dong, X.",
TITLE = "Low-rank tensor completion for visual data recovery via the tensor
train rank-1 decomposition",
JOURNAL = IET-IPR,
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YEAR = "2020",
NUMBER = "1",
MONTH = "January",
PAGES = "114-124",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103818"}
@article{bb107126,
AUTHOR = "Ng, M.K. and Zhang, X.J. and Zhao, X.L.",
TITLE = "Patched-tube unitary transform for robust tensor completion",
JOURNAL = PR,
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YEAR = "2020",
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@article{bb107127,
AUTHOR = "Jiang, T. and Ng, M.K. and Zhao, X.L. and Huang, T.",
TITLE = "Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor
Completion",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
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BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103820"}
@article{bb107128,
AUTHOR = "Ko, C. and Batselier, K. and Daniel, L. and Yu, W. and Wong, N.",
TITLE = "Fast and Accurate Tensor Completion With Total Variation Regularized
Tensor Trains",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "6918-6931",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103821"}
@article{bb107129,
AUTHOR = "Ibrahim, S. and Fu, X. and Li, X.G.",
TITLE = "On Recoverability of Randomly Compressed Tensors With Low CP Rank",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "1125-1129",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103822"}
@article{bb107130,
AUTHOR = "Song, Y. and Li, J. and Chen, X. and Zhang, D.Y. and Tang, Q.A. and Yang, K.",
TITLE = "An efficient tensor completion method via truncated nuclear norm",
JOURNAL = JVCIR,
VOLUME = "70",
YEAR = "2020",
PAGES = "102791",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103823"}
@article{bb107131,
AUTHOR = "Feng, Y. and Zhou, G.X.",
TITLE = "Orthogonal random projection for tensor completion",
JOURNAL = IET-CV,
VOLUME = "14",
YEAR = "2020",
NUMBER = "5",
MONTH = "August",
PAGES = "233-240",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103824"}
@article{bb107132,
AUTHOR = "Miao, J.F. and Kou, K.I. and Liu, W.",
TITLE = "Low-rank quaternion tensor completion for recovering color videos and
images",
JOURNAL = PR,
VOLUME = "107",
YEAR = "2020",
PAGES = "107505",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103825"}
@article{bb107133,
AUTHOR = "Liu, C. and Shan, H. and Ma, T. and Wang, B.",
TITLE = "Optimality Verification of Tensor Completion Model via
Self-Validation",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "1849-1853",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103826"}
@article{bb107134,
AUTHOR = "Long, Z. and Zhu, C. and Liu, J. and Liu, Y.P.",
TITLE = "Bayesian Low Rank Tensor Ring for Image Recovery",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "3568-3580",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103827"}
@article{bb107135,
AUTHOR = "Xu, R.T. and Xu, Y. and Quan, Y.H.",
TITLE = "Factorized Tensor Dictionary Learning for Visual Tensor Data
Completion",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "1225-1238",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103828"}
@article{bb107136,
AUTHOR = "Chen, Z.F. and Zhou, G.X. and Zhao, Q.B.",
TITLE = "Hierarchical Factorization Strategy for High-Order Tensor and
Application to Data Completion",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "1255-1259",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103829"}
@article{bb107137,
AUTHOR = "Wang, A.D. and Zhou, G.X. and Zhao, Q.B.",
TITLE = "Guaranteed Robust Tensor Completion via *L-SVD with Applications to
Remote Sensing Data",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "18",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103830"}
@article{bb107138,
AUTHOR = "Zhu, H. and Wang, Z.Y. and Yan, T. and Yu, Y.F. and Deng, L.Z. and Bao, B.K.",
TITLE = "A parallel multi-block alternating direction method of multipliers
for tensor completion",
JOURNAL = IET-IPR,
VOLUME = "15",
YEAR = "2021",
NUMBER = "13",
PAGES = "3053-3062",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103831"}
@article{bb107139,
AUTHOR = "Yang, M. and Luo, Q. and Li, W. and Xiao, M.Q.",
TITLE = "Nonconvex 3D array image data recovery and pattern recognition under
tensor framework",
JOURNAL = PR,
VOLUME = "122",
YEAR = "2022",
PAGES = "108311",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103832"}
@article{bb107140,
AUTHOR = "Chen, X.M. and Qin, J.",
TITLE = "Regularized Kaczmarz Algorithms for Tensor Recovery",
JOURNAL = SIIMS,
VOLUME = "14",
YEAR = "2021",
NUMBER = "4",
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BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103833"}
@article{bb107141,
AUTHOR = "Zhao, X.L. and Yang, J.H. and Ma, T.H. and Jiang, T.X. and Ng, M.K. and Huang, T.Z.",
TITLE = "Tensor Completion via Complementary Global, Local, and Nonlocal
Priors",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "984-999",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103834"}
@article{bb107142,
AUTHOR = "Qin, W.J. and Wang, H.L. and Zhang, F. and Wang, J.J. and Luo, X. and Huang, T.W.",
TITLE = "Low-Rank High-Order Tensor Completion With Applications in Visual
Data",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "2433-2448",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103835"}
@article{bb107143,
AUTHOR = "Wu, T. and Zhang, F.",
TITLE = "Fast and Provable Low-Rank High-Order Tensor Completion via Scaled
Gradient Descent",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3250-3254",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103836"}
@article{bb107144,
AUTHOR = "Qin, W.J. and Wang, H.L. and Zhang, F. and Ma, W.J. and Wang, J.J. and Huang, T.W.",
TITLE = "Nonconvex Robust High-Order Tensor Completion Using Randomized
Low-Rank Approximation",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "2835-2850",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103837"}
@article{bb107145,
AUTHOR = "Zhao, X.Y. and Bai, M. and Sun, D. and Zheng, L.",
TITLE = "Robust Tensor Completion: Equivalent Surrogates, Error Bounds, and
Algorithms",
JOURNAL = SIIMS,
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YEAR = "2022",
NUMBER = "2",
PAGES = "625-669",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103838"}
@article{bb107146,
AUTHOR = "Zhang, X.J. and Ng, M.K.",
TITLE = "Low Rank Tensor Completion With Poisson Observations",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "8",
MONTH = "August",
PAGES = "4239-4251",
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@article{bb107147,
AUTHOR = "Deng, L. and Liu, X.Y. and Zheng, H.F. and Feng, X.X. and Chen, Y.",
TITLE = "Graph Spectral Regularized Tensor Completion for Traffic Data
Imputation",
JOURNAL = ITS,
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NUMBER = "8",
MONTH = "August",
PAGES = "10996-11010",
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@article{bb107148,
AUTHOR = "Mai, T.T.N. and Lam, E.Y. and Lee, C.",
TITLE = "Deep Unrolled Low-Rank Tensor Completion for High Dynamic Range
Imaging",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "5774-5787",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103841"}
@article{bb107149,
AUTHOR = "Zhang, Y. and Wang, Y. and Han, Z. and Chen, X. and Tang, Y.D.",
TITLE = "Effective Tensor Completion via Element-Wise Weighted Low-Rank Tensor
Train With Overlapping Ket Augmentation",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "7286-7300",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103842"}
@article{bb107150,
AUTHOR = "Wang, X.H. and Yu, P.L.H. and Yang, W.D. and Su, J.",
TITLE = "Bayesian robust tensor completion via CP decomposition",
JOURNAL = PRL,
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YEAR = "2022",
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@article{bb107151,
AUTHOR = "He, Y.C. and Atia, G.K.",
TITLE = "Patch Tracking-Based Streaming Tensor Ring Completion for Visual Data
Recovery",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
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AUTHOR = "Jiang, W. and Zhang, J. and Zhang, C.S. and Wang, L.J. and Qi, H.",
TITLE = "Robust low tubal rank tensor completion via factor tensor norm
minimization",
JOURNAL = PR,
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YEAR = "2023",
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AUTHOR = "Kajo, I. and Kas, M. and Ruichek, Y. and Kamel, N.",
TITLE = "Tensor based completion meets adversarial learning: A win-win
solution for change detection on unseen videos",
JOURNAL = CVIU,
VOLUME = "226",
YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103846"}
@article{bb107154,
AUTHOR = "Huang, Z.H. and Qiu, Y.N. and Yu, J.S. and Zhou, G.X.",
TITLE = "Multi-Aspect Streaming Tensor Ring Completion for Dynamic Incremental
Data",
JOURNAL = SPLetters,
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YEAR = "2022",
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BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103847"}
@article{bb107155,
AUTHOR = "Deng, L.P. and Xiao, M.Q.",
TITLE = "A New Automatic Hyperparameter Recommendation Approach Under Low-Rank
Tensor Completion e Framework",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
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@article{bb107156,
AUTHOR = "Xu, L. and Cheng, L. and Wong, N. and Wu, Y.C.",
TITLE = "Tensor train factorization under noisy and incomplete data with
automatic rank estimation",
JOURNAL = PR,
VOLUME = "141",
YEAR = "2023",
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@article{bb107157,
AUTHOR = "Liao, T.C. and Wu, Z. and Chen, C. and Zheng, Z. and Zhang, X.J.",
TITLE = "Tensor completion via convolutional sparse coding with small
samples-based training",
JOURNAL = PR,
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AUTHOR = "Li, B.Z. and Zhao, X.L. and Zhang, X.J. and Ji, T.Y. and Chen, X.Y. and Ng, M.K.",
TITLE = "A Learnable Group-Tube Transform Induced Tensor Nuclear Norm and Its
Application for Tensor Completion",
JOURNAL = SIIMS,
VOLUME = "16",
YEAR = "2023",
NUMBER = "3",
PAGES = "1370-1397",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103851"}
@article{bb107159,
AUTHOR = "Wang, H.L. and Peng, J.J. and Qin, W.J. and Wang, J.J. and Meng, D.Y.",
TITLE = "Guaranteed Tensor Recovery Fused Low-rankness and Smoothness",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "9",
MONTH = "September",
PAGES = "10990-11007",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103852"}
@article{bb107160,
AUTHOR = "Zeng, H.J. and Xue, J. and Luong, H.Q. and Philips, W.",
TITLE = "Multimodal Core Tensor Factorization and its Applications to Low-Rank
Tensor Completion",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "7010-7024",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103853"}
@article{bb107161,
AUTHOR = "He, Y.C. and Atia, G.K.",
TITLE = "Coarse to Fine Two-Stage Approach to Robust Tensor Completion of
Visual Data",
JOURNAL = Cyber,
VOLUME = "54",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "136-149",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103854"}
@article{bb107162,
AUTHOR = "Zheng, H. and Lou, Y.F. and Tian, G.L. and Wang, C.",
TITLE = "A Scale-Invariant Relaxation in Low-Rank Tensor Recovery with an
Application to Tensor Completion",
JOURNAL = SIIMS,
VOLUME = "17",
YEAR = "2024",
NUMBER = "1",
PAGES = "756-783",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103855"}
@article{bb107163,
AUTHOR = "Dai, C. and Zhang, Y. and Zheng, Z.",
TITLE = "A Nonlocal Similarity Learning-Based Tensor Completion Model With Its
Application in Intelligent Transportation System",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "3140-3151",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103856"}
@article{bb107164,
AUTHOR = "Yuan, S.R. and Huang, K.Z.",
TITLE = "A generalizable framework for low-rank tensor completion with
numerical priors",
JOURNAL = PR,
VOLUME = "155",
YEAR = "2024",
PAGES = "110678",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103857"}
@article{bb107165,
AUTHOR = "Pan, C.J. and Ling, C. and He, H.J. and Qi, L.Q. and Xu, Y.W.",
TITLE = "'Sparse + Low-Rank' tensor completion approach for recovering images
and videos",
JOURNAL = SP:IC,
VOLUME = "127",
YEAR = "2024",
PAGES = "117152",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103858"}
@article{bb107166,
AUTHOR = "Feng, Q.R. and Hou, J.Y. and Kong, W.C. and Xu, C. and Wang, J.J.",
TITLE = "Poisson tensor completion with transformed correlated total variation
regularization",
JOURNAL = PR,
VOLUME = "156",
YEAR = "2024",
PAGES = "110735",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103859"}
@article{bb107167,
AUTHOR = "He, J.F. and Yang, Z.Z. and Zheng, X. and Zhang, X.Y. and Li, A.",
TITLE = "Low-rank tensor completion based on tensor train rank with partially
overlapped sub-blocks and total variation",
JOURNAL = SP:IC,
VOLUME = "129",
YEAR = "2024",
PAGES = "117193",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103860"}
@article{bb107168,
AUTHOR = "Wang, M. and Chen, Z. and Zhang, S.Y.",
TITLE = "A robust low-rank tensor completion model with sparse noise for
higher-order data recovery",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "12",
PAGES = "3430-3446",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103861"}
@article{bb107169,
AUTHOR = "Shu, H. and Wang, H.L. and Peng, J.J. and Meng, D.Y.",
TITLE = "Low-Rank Tensor Completion With 3-D Spatiotemporal Transform for
Traffic Data Imputation",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "18673-18687",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103862"}
@article{bb107170,
AUTHOR = "Mai, T.T.N. and Lam, E.Y. and Lee, C.",
TITLE = "Attention-Guided Low-Rank Tensor Completion",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "9818-9833",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103863"}
@article{bb107171,
AUTHOR = "Saragadam, V. and Balestriero, R. and Veeraraghavan, A. and Baraniuk, R.G.",
TITLE = "DeepTensor: Low-Rank Tensor Decomposition With Deep Network Priors",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "10337-10348",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103864"}
@article{bb107172,
AUTHOR = "Han, Z.L. and Huang, T.Z. and Zhao, X.L. and Zhang, H. and Wu, W.H.",
TITLE = "Nested Fully-Connected Tensor Network Decomposition for
Multi-Dimensional Visual Data Recovery",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "10092-10106",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103865"}
@article{bb107173,
AUTHOR = "Yu, J.S. and Li, Z.F. and Ma, G. and Wang, J.W. and Zou, T. and Zhou, G.X.",
TITLE = "Low-rank sparse fully-connected tensor network for tensor completion",
JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "111000",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103866"}
@article{bb107174,
AUTHOR = "Tong, X. and Zhu, H.C. and Cheng, L. and Wu, Y.C.",
TITLE = "Revisiting trace norm minimization for tensor Tucker completion:
A direct multilinear rank learning approach",
JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "110995",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103867"}
@article{bb107175,
AUTHOR = "Wu, T. and Fan, J.",
TITLE = "Smooth Tensor Product for Tensor Completion",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "6483-6496",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103868"}
@article{bb107176,
AUTHOR = "Qiu, D. and Yang, B. and Zhang, X.J.",
TITLE = "Robust Tensor Completion via Dictionary Learning and Generalized
Nonconvex Regularization for Visual Data Recovery",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "11026-11039",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103869"}
@article{bb107177,
AUTHOR = "Xiao, Q. and Liu, G.Y. and Feng, Q.J. and Zhang, Y. and Ning, Z.Y.",
TITLE = "Tensor Coupled Learning of Incomplete Longitudinal Features and
Labels for Clinical Score Regression",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "369-386",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103870"}
@article{bb107178,
AUTHOR = "Zheng, Q.H. and Tang, H.Y.",
TITLE = "Twin Reciprocal Completion for Incomplete Multi-View Clustering",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "13201-13212",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103871"}
@article{bb107179,
AUTHOR = "He, T.T. and Hu, S.L. and Huang, Z.H.",
TITLE = "A Low-Rank Tensor Completion Method via Strassen-Ottaviani Flattening",
JOURNAL = SIIMS,
VOLUME = "17",
YEAR = "2024",
NUMBER = "4",
PAGES = "2242-2276",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103872"}
@article{bb107180,
AUTHOR = "Zhao, J.L. and Gao, J.F. and Fang, S. and Zhang, T.H. and Wang, J.Y.",
TITLE = "Robust Tensor Completion via Spatial-Spectral Constrained Deep
Low-Rank Tensor Factorization for Hyperspectral Image Recovery",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "551-555",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103873"}
@article{bb107181,
AUTHOR = "Zhang, T.H. and Zhao, J.L. and Fang, S. and Li, Z. and Zhang, Q. and Gong, M.",
TITLE = "Hyperspectral image restoration via the collaboration of low-rank
tensor denoising and completion",
JOURNAL = PR,
VOLUME = "165",
YEAR = "2025",
PAGES = "111629",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103874"}
@article{bb107182,
AUTHOR = "Tichavsky, P. and Straka, O.",
TITLE = "Optimizing the Order of Modes in Tensor Train Decomposition",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "1361-1365",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103875"}
@article{bb107183,
AUTHOR = "Yang, Z. and Yang, L.T. and Wang, H. and Zhao, H.L. and Liu, D.B.",
TITLE = "Bayesian Nonnegative Tensor Completion With Automatic Rank
Determination",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "2036-2051",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103876"}
@article{bb107184,
AUTHOR = "Ambartsoumian, G. and Mishra, R.K. and Zamindar, I.",
TITLE = "V-Line Tensor Tomography: Numerical Results",
JOURNAL = SIIMS,
VOLUME = "18",
YEAR = "2025",
NUMBER = "1",
PAGES = "597-630",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103877"}
@article{bb107185,
AUTHOR = "Hou, J.Y. and Chen, J. and Ng, M.K.",
TITLE = "Robust Tensor Completion from Uniformly Dithered One-Bit Observations",
JOURNAL = SIIMS,
VOLUME = "18",
YEAR = "2025",
NUMBER = "1",
PAGES = "152-215",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103878"}
@article{bb107186,
AUTHOR = "Liu, Y.Y. and Zhao, X.L. and Vivone, G.",
TITLE = "Rank-revealing fully-connected tensor network decomposition and its
application to tensor completion",
JOURNAL = PR,
VOLUME = "165",
YEAR = "2025",
PAGES = "111610",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103879"}
@article{bb107187,
AUTHOR = "Jiang, Q. and Zhao, X.L. and Wu, W.H. and Zheng, W.J. and Lin, J.",
TITLE = "An Arbitrary Mode-3 Dimensional Tensor-Tensor Product for Tensor
Train Decomposition From Interaction Perspective",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "7326-7338",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103880"}
@article{bb107188,
AUTHOR = "Yang, P.L. and Qiu, Y.N. and Huang, Z. and Zhou, G.X. and Zhao, Q.",
TITLE = "Efficient and compact tensor wheel decomposition for tensor
completion",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112377",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103881"}
@article{bb107189,
AUTHOR = "Zeng, H.F. and Li, W. and Peng, X.F. and Xiao, M.Q.",
TITLE = "Multidimensional Imaging Data Completion via Weighted
Three-Directional Minimax Concave Penalty Regularization",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "7801-7816",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103882"}
@article{bb107190,
AUTHOR = "Tian, X. and Xie, K. and Wen, J.G.",
TITLE = "Tensor wheel completion with parallel matrix factorization and group
smoothness for hyperspectral image recovery",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112508",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103883"}
@article{bb107191,
AUTHOR = "Wang, H.B. and Chen, Y.W. and Yao, M.Z. and Liu, W.Z. and Peng, J.J. and Fu, X.P.",
TITLE = "Tensor Completion Framework by Graph Refinement for Incomplete
Multi-View Clustering",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "9385-9398",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103884"}
@article{bb107192,
AUTHOR = "Zheng, W.J. and Zhao, X.L. and Zheng, Y.B. and Ji, T.Y. and Li, B.Z.",
TITLE = "Dynamic Low-Rank Tensor Decomposition for Video Applications",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "449-462",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103885"}
@article{bb107193,
AUTHOR = "Song, X.N. and Liu, G.J. and Wang, J.J. and Yue, J.",
TITLE = "Auto-weighted tensor completion and its fast algorithm",
JOURNAL = PR,
VOLUME = "174",
YEAR = "2026",
PAGES = "112880",
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@article{bb107194,
AUTHOR = "Gao, J.Y. and Geng, X.R. and Ji, L.",
TITLE = "Second-Order Convergence of Regularized ALS for Tensor CP
Approximation",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "619-623",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103887"}
@article{bb107195,
AUTHOR = "Tian, X. and Xie, K. and Wen, J.G. and Feng, Q.",
TITLE = "Tensor Wheel Completion With Low-Rank Factor Prior and Adaptive Graph
Regularizer for Hyperspectral Image Recovery",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "1174-1187",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103888"}
@article{bb107196,
AUTHOR = "Wu, Z.C. and Deng, L.J. and Huang, T.Z. and Dou, H.X. and Vivone, G. and Liu, Y.",
TITLE = "Tensor Wheel Decomposition: Theory and Application to Tensor
Completion",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "4237-4252",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103889"}
@article{bb107197,
AUTHOR = "Liu, S. and Zhao, X.L. and Zheng, Y.B.",
TITLE = "Block Customized Topology Term Decomposition for High-Dimensional
Image Reconstruction",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "4558-4570",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103890"}
@article{bb107198,
AUTHOR = "Qi, B. and Zhang, W. and Sun, J. and Wang, C.X. and Chen, Y.F.",
TITLE = "An Efficient Tensor Decomposition Scheme for Large-Scale Spectrum
Environment Data Processing",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "1981-1985",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103891"}
@article{bb107199,
AUTHOR = "Xiong, W.H. and Wei, Z.X. and Zhang, X.J.",
TITLE = "High-order tensor completion via learnable nonlinear transformation
and sparse regularization",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113901",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT103892"}
Last update:Aug 19, 2026 at 13:26:35