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        TITLE = "The DEVIL is in the Details: A Diagnostic Evaluation Benchmark for
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@inproceedings{bb107902,
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@inproceedings{bb107903,
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@article{bb107960,
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        TITLE = "Nonlocal Tensor Completion for Multitemporal Remotely Sensed Images:
Inpainting",
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@article{bb107961,
        AUTHOR = "Sun, W. and Chen, Y. and Huang, L. and So, H.C.",
        TITLE = "Tensor Completion via Generalized Tensor Tubal Rank Minimization
Using General Unfolding",
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        YEAR = "2018",
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@article{bb107962,
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        JOURNAL = IP,
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@article{bb107963,
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        TITLE = "High-order tensor completion via gradient-based optimization under
tensor train format",
        JOURNAL = SP:IC,
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@article{bb107964,
        AUTHOR = "Wang, J.L. and Huang, T.Z. and Zhao, X.L. and Jiang, T.X. and Ng, M.K.",
        TITLE = "Multi-Dimensional Visual Data Completion via Low-Rank Tensor
Representation Under Coupled Transform",
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        YEAR = "2021",
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@article{bb107965,
        AUTHOR = "Yang, G.W. and Yang, L.Q. and Jiang, T.X. and Liu, G.S. and Ng, M.K.",
        TITLE = "DELTA: Deep Low-Rank Tensor Representation for Multi-Dimensional Data
Recovery",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
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@article{bb107966,
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        TITLE = "Tensor-Based Low-Dimensional Representation Learning for Multi-View
Clustering",
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@article{bb107967,
        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",
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@article{bb107968,
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        TITLE = "Hyperspectral Image Restoration: Where Does the Low-Rank Property
Exist",
        JOURNAL = GeoRS,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104650"}

@article{bb107969,
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        TITLE = "Hyperspectral Image Denoising via Weighted Multidirectional Low-Rank
Tensor Recovery",
        JOURNAL = Cyber,
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        YEAR = "2023",
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        PAGES = "2753-2766",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104651"}

@inproceedings{bb107970,
        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",
        PAGES = "5901-5909",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104652"}

@inproceedings{bb107971,
        AUTHOR = "Chang, Y. and Yan, L.X. and Zhong, S.",
        TITLE = "Transformed Low-Rank Model for Line Pattern Noise Removal",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "1735-1743",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104653"}

@article{bb107972,
        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",
        JOURNAL = Cyber,
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@article{bb107973,
        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
Completion",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104655"}

@article{bb107974,
        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#TT104656"}

@inproceedings{bb107975,
        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#TT104657"}

@article{bb107976,
        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,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3351-3369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104658"}

@article{bb107977,
        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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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104659"}

@article{bb107978,
        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,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3633-3646",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104660"}

@inproceedings{bb107979,
        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#TT104661"}

@article{bb107980,
        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,
        VOLUME = "24",
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        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104662"}

@article{bb107981,
        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,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "8",
        MONTH = "August",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104663"}

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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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        NUMBER = "11",
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@article{bb107983,
        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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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104665"}

@article{bb107984,
        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,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "6741-6754",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104666"}

@article{bb107985,
        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",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104667"}

@article{bb107986,
        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,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "1640-1655",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104668"}

@article{bb107987,
        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#TT104669"}

@article{bb107988,
        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",
        PAGES = "37-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104670"}

@article{bb107989,
        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#TT104671"}

@article{bb107990,
        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,
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        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104672"}

@article{bb107991,
        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,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "114-124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104673"}

@article{bb107992,
        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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@article{bb107993,
        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,
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104675"}

@article{bb107994,
        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#TT104676"}

@article{bb107995,
        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#TT104677"}

@article{bb107996,
        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,
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104678"}

@article{bb107997,
        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#TT104679"}

@article{bb107998,
        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",
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@article{bb107999,
        AUTHOR = "Liu, C. and Shan, H. and Ma, T. and Wang, B.",
        TITLE = "Optimality Verification of Tensor Completion Model via
Self-Validation",
        JOURNAL = SPLetters,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe491tcl1.html#TT104681"}