@inproceedings{bb207700,
        AUTHOR = "Wu, S.Y. and Zhang, X. and Guan, N.Y. and Tao, D.C. and Huang, X.H. and Luo, Z.G.",
        TITLE = "Non-negative Low-Rank and Group-Sparse Matrix Factorization",
        BOOKTITLE = MMMod15,
        YEAR = "2015",
        PAGES = "II: 536-547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202795"}

@article{bb207701,
        AUTHOR = "Xu, Y. and Yin, W.",
        TITLE = "A Block Coordinate Descent Method for Regularized Multiconvex
Optimization with Applications to Nonnegative Tensor Factorization
and Completion",
        JOURNAL = SIIMS,
        VOLUME = "6",
        YEAR = "2013",
        NUMBER = "3",
        PAGES = "1758-1789",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202796"}

@article{bb207702,
        AUTHOR = "Hu, L. and Dai, L. and Wu, J.G.",
        TITLE = "Convergent Projective Non-negative Matrix Factorization with
Kullback-Leibler Divergence",
        JOURNAL = PRL,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "15-21",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202797"}

@article{bb207703,
        AUTHOR = "Hu, L. and Wu, N. and Li, X.",
        TITLE = "Feature Nonlinear Transformation Non-Negative Matrix Factorization
with Kullback-Leibler Divergence",
        JOURNAL = PR,
        VOLUME = "132",
        YEAR = "2022",
        PAGES = "108906",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202798"}

@article{bb207704,
        AUTHOR = "Ye, J. and Jin, Z.",
        TITLE = "Non-negative matrix factorisation based on fuzzy K nearest neighbour
graph and its applications",
        JOURNAL = IET-CV,
        VOLUME = "7",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "346-353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202799"}

@article{bb207705,
        AUTHOR = "Zou, W.B. and Bai, C. and Kpalma, K. and Ronsin, J.",
        TITLE = "Online Glocal Transfer for Automatic Figure-Ground Segmentation",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2109-2121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202800"}

@inproceedings{bb207706,
        AUTHOR = "Zou, W.B. and Kpalma, K. and Liu, Z. and Ronsin, J.",
        TITLE = "Segmentation Driven Low-rank Matrix Recovery for Saliency Detection",
        BOOKTITLE = BMVC13,
        YEAR = "2013",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202801"}

@article{bb207707,
        AUTHOR = "Zhou, G.X. and Cichocki, A. and Zhao, Q.B. and Xie, S.L.",
        TITLE = "Nonnegative Matrix and Tensor Factorizations:
An algorithmic perspective",
        JOURNAL = SPMag,
        VOLUME = "31",
        YEAR = "2014",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "54-65",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202802"}

@article{bb207708,
        AUTHOR = "Zhou, G.X. and Cichocki, A. and Zhao, Q.B. and Xie, S.L.",
        TITLE = "Efficient Nonnegative Tucker Decompositions:
Algorithms and Uniqueness",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4990-5003",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202803"}

@article{bb207709,
        AUTHOR = "Huang, K. and Sidiropoulos, N.",
        TITLE = "Putting Nonnegative Matrix Factorization to the Test: A tutorial
derivation of pertinent Cramer-Rao bounds and performance
benchmarking",
        JOURNAL = SPMag,
        VOLUME = "31",
        YEAR = "2014",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "76-86",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202804"}

@article{bb207710,
        AUTHOR = "Feng, J.Z. and Huo, X.M. and Song, L. and Yang, X.K. and Zhang, W.J.",
        TITLE = "Evaluation of Different Algorithms of Nonnegative Matrix
Factorization in Temporal Psychovisual Modulation",
        JOURNAL = CirSysVideo,
        VOLUME = "24",
        YEAR = "2014",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "553-565",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202805"}

@article{bb207711,
        AUTHOR = "Li, Z.C. and Liu, J. and Tang, J.H. and Lu, H.Q.",
        TITLE = "Projective Matrix Factorization with unified embedding for social
image tagging",
        JOURNAL = CVIU,
        VOLUME = "124",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "71-78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202806"}

@article{bb207712,
        AUTHOR = "Li, Z.C. and Tang, J.H.",
        TITLE = "Weakly Supervised Deep Matrix Factorization for Social Image
Understanding",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "276-288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202807"}

@article{bb207713,
        AUTHOR = "Gonen, M. and Kaski, S.",
        TITLE = "Kernelized Bayesian Matrix Factorization",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2047-2060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202808"}

@article{bb207714,
        AUTHOR = "Yang, Z.R. and Oja, E.",
        TITLE = "Quadratic nonnegative matrix factorization",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "4",
        PAGES = "1500-1510",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202809"}

@article{bb207715,
        AUTHOR = "Szabo, Z. and Poczos, B. and Lorincz, A.",
        TITLE = "Separation theorem for independent subspace analysis and its
consequences",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "4",
        PAGES = "1782-1791",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202810"}

@inproceedings{bb207716,
        AUTHOR = "Szabo, Z. and Poczos, B. and Lorincz, A.",
        TITLE = "Online group-structured dictionary learning",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2865-2872",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202811"}

@article{bb207717,
        AUTHOR = "Liu, X.B. and Xu, Q. and Yan, S.C. and Wang, G. and Jin, H. and Lee, S.W.",
        TITLE = "Nonnegative Tensor Cofactorization and Its Unified Solution",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3950-3961",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202812"}

@inproceedings{bb207718,
        AUTHOR = "Chen, Q.A. and Yan, S.C. and Ng, T.T.",
        TITLE = "Factorization towards a classifier",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3562-3569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202813"}

@inproceedings{bb207719,
        AUTHOR = "Liao, S.C. and Lei, Z. and Li, S.Z.",
        TITLE = "Nonnegative Matrix Factorization with Gibbs Random Field modeling",
        BOOKTITLE = Subspace09,
        YEAR = "2009",
        PAGES = "79-86",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202814"}

@article{bb207720,
        AUTHOR = "Li, B. and Zhou, G.X. and Cichocki, A.",
        TITLE = "Two Efficient Algorithms for Approximately Orthogonal Nonnegative
Matrix Factorization",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "843-846",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202815"}

@article{bb207721,
        AUTHOR = "Jin, T.S. and Yu, J. and You, J. and Zeng, K. and Li, C.H. and Yu, Z.T.",
        TITLE = "Low-rank matrix factorization with multiple Hypergraph regularizer",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "3",
        PAGES = "1011-1022",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202816"}

@article{bb207722,
        AUTHOR = "Rapin, J. and Bobin, J. and Larue, A. and Starck, J.L.",
        TITLE = "NMF with Sparse Regularizations in Transformed Domains",
        JOURNAL = SIIMS,
        VOLUME = "7",
        YEAR = "2014",
        NUMBER = "4",
        PAGES = "2020-2047",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202817"}

@inproceedings{bb207723,
        AUTHOR = "Bobin, J. and Starck, J.L. and Rapin, J. and Larue, A.",
        TITLE = "Sparse blind source separation for partially correlated sources",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "6021-6025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202818"}

@article{bb207724,
        AUTHOR = "Sun, M. and Zhang, X.W. and van Hamme, H.",
        TITLE = "A stable approach for model order selection in nonnegative matrix
factorization",
        JOURNAL = PRL,
        VOLUME = "54",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "97-102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202819"}

@article{bb207725,
        AUTHOR = "Mirzaei, S. and van Hamme, H. and Khosravani, S.",
        TITLE = "Hyperspectral image classification using Non-negative Tensor
Factorization and 3D Convolutional Neural Networks",
        JOURNAL = SP:IC,
        VOLUME = "76",
        YEAR = "2019",
        PAGES = "178-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202820"}

@article{bb207726,
        AUTHOR = "Han, H. and Liu, S.J. and Gan, L.",
        TITLE = "Non-negativity and dependence constrained sparse coding for image
classification",
        JOURNAL = JVCIR,
        VOLUME = "26",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "247-254",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202821"}

@article{bb207727,
        AUTHOR = "Ye, M.C. and Qian, Y.T. and Zhou, J.",
        TITLE = "Multitask Sparse Nonnegative Matrix Factorization for Joint
Spectral-Spatial Hyperspectral Imagery Denoising",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2621-2639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202822"}

@article{bb207728,
        AUTHOR = "Xiong, F.C. and Qian, Y.T. and Zhou, J. and Tang, Y.Y.",
        TITLE = "Hyperspectral Unmixing via Total Variation Regularized Nonnegative
Tensor Factorization",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2341-2357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202823"}

@inproceedings{bb207729,
        AUTHOR = "Xiong, F.C. and Zhou, J. and Qian, Y.T.",
        TITLE = "Hyperspectral Imagery Denoising via Reweighed Sparse Low-Rank
Nonnegative Tensor Factorization",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3219-3223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202824"}

@article{bb207730,
        AUTHOR = "Xiong, F.C. and Zhou, J. and Qian, Y.T.",
        TITLE = "Hyperspectral Restoration via L_0 Gradient Regularized Low-Rank
Tensor Factorization",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "10410-10425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202825"}

@inproceedings{bb207731,
        AUTHOR = "Xu, F. and Bai, X. and Zhou, J.",
        TITLE = "Non-local similarity based tensor decomposition for hyperspectral
image denoising",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1890-1894",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202826"}

@article{bb207732,
        AUTHOR = "Ma, Z. and Teschendorff, A.E. and Leijon, A. and Qiao, Y. and Zhang, H. and Guo, J.",
        TITLE = "Variational Bayesian Matrix Factorization for Bounded Support Data",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "876-889",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202827"}

@article{bb207733,
        AUTHOR = "Jiang, F.Y. and Enqvist, O. and Kahl, F.",
        TITLE = "A Combinatorial Approach to L1 -Matrix Factorization",
        JOURNAL = JMIV,
        VOLUME = "51",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "430-441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202828"}

@article{bb207734,
        AUTHOR = "Qiao, H.L.",
        TITLE = "New SVD based initialization strategy for non-negative matrix
factorization",
        JOURNAL = PRL,
        VOLUME = "63",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "71-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202829"}

@article{bb207735,
        AUTHOR = "Liu, Y. and Lei, Y. and Li, C. and Xu, W. and Pu, Y.",
        TITLE = "A Random Algorithm for Low-Rank Decomposition of Large-Scale Matrices
With Missing Entries",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4502-4511",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202830"}

@article{bb207736,
        AUTHOR = "Wu, Y.W. and Jia, Y.D. and Li, P.H. and Zhang, J. and Yuan, J.S.",
        TITLE = "Manifold Kernel Sparse Representation of Symmetric Positive-Definite
Matrices and Its Applications",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3729-3741",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202831"}

@article{bb207737,
        AUTHOR = "El Aziz, M.A. and Khidr, W.",
        TITLE = "Nonnegative matrix factorization based on projected hybrid conjugate
gradient algorithm",
        JOURNAL = SIViP,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "8",
        MONTH = "November",
        PAGES = "1825-1831",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202832"}

@article{bb207738,
        AUTHOR = "Rad, R. and Jamzad, M.",
        TITLE = "Automatic image annotation by a loosely joint non-negative matrix
factorisation",
        JOURNAL = IET-CV,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "6",
        PAGES = "806-813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202833"}

@article{bb207739,
        AUTHOR = "Rad, R. and Jamzad, M.",
        TITLE = "Image annotation using multi-view non-negative matrix factorization
with different number of basis vectors",
        JOURNAL = JVCIR,
        VOLUME = "46",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "1-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202834"}

@article{bb207740,
        AUTHOR = "Simsekli, U. and Liutkus, A. and Cemgil, A.T.",
        TITLE = "Alpha-Stable Matrix Factorization",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2289-2293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202835"}

@article{bb207741,
        AUTHOR = "Yang, L. and Jing, L.P. and Ng, M.K.",
        TITLE = "Robust and Non-Negative Collective Matrix Factorization for
Text-to-Image Transfer Learning",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4701-4714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202836"}

@article{bb207742,
        AUTHOR = "Wang, D. and Gao, X. and Wang, X.",
        TITLE = "Semi-Supervised Nonnegative Matrix Factorization via Constraint
Propagation",
        JOURNAL = Cyber,
        VOLUME = "46",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "233-244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202837"}

@article{bb207743,
        AUTHOR = "Fu, X. and Ma, W.K.",
        TITLE = "Robustness Analysis of Structured Matrix Factorization via
Self-Dictionary Mixed-Norm Optimization",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "60-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202838"}

@article{bb207744,
        AUTHOR = "Mao, J.Y. and Zhang, Z.Y.",
        TITLE = "A local convex method for rank-sparsity factorization",
        JOURNAL = PRL,
        VOLUME = "71",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "31-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202839"}

@article{bb207745,
        AUTHOR = "Li, X. and Shen, B. and Liu, B.D. and Zhang, Y.J.",
        TITLE = "A Locality Sensitive Low-Rank Model for Image Tag Completion",
        JOURNAL = MultMed,
        VOLUME = "18",
        YEAR = "2016",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "474-483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202840"}

@inproceedings{bb207746,
        AUTHOR = "Li, X. and Zhang, Y.J. and Shen, B. and Liu, B.D.",
        TITLE = "Image tag completion by low-rank factorization with dual
reconstruction structure preserved",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "3062-3066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202841"}

@article{bb207747,
        AUTHOR = "Li, X. and Shen, B. and Liu, B.D. and Zhang, Y.J.",
        TITLE = "Ranking-Preserving Low-Rank Factorization for Image Annotation With
Missing Labels",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1169-1178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202842"}

@inproceedings{bb207748,
        AUTHOR = "Shen, B. and Liu, B.D. and Wang, Q.F. and Ji, R.R.",
        TITLE = "Robust nonnegative matrix factorization via L1 norm regularization by
multiplicative updating rules",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5282-5286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202843"}

@article{bb207749,
        AUTHOR = "Lu, G.F. and Wang, Y. and Zou, J.",
        TITLE = "Low-Rank Matrix Factorization With Adaptive Graph Regularizer",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2196-2205",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202844"}

@article{bb207750,
        AUTHOR = "Arjona Ramirez, M.",
        TITLE = "Non-Negative Temporal Decomposition Regularization With an Augmented
Lagrangian",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "663-667",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202845"}

@article{bb207751,
        AUTHOR = "Zhu, F. and Honeine, P.",
        TITLE = "Biobjective Nonnegative Matrix Factorization:
Linear Versus Kernel-Based Models",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4012-4022",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202846"}

@article{bb207752,
        AUTHOR = "Tang, J. and Wang, K. and Shao, L.",
        TITLE = "Supervised Matrix Factorization Hashing for Cross-Modal Retrieval",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3157-3166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202847"}

@inproceedings{bb207753,
        AUTHOR = "Zhu, M. and Miao, H. and Tang, J.",
        TITLE = "Multi-Kernel Supervised Hashing with Graph Regularization for
Cross-Modal Retrieval",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2717-2722",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202848"}

@article{bb207754,
        AUTHOR = "Shokrollahi, M. and Krishnan, S.",
        TITLE = "Non-stationary signal feature characterization using adaptive
dictionaries and non-negative matrix factorization",
        JOURNAL = SIViP,
        VOLUME = "10",
        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1025-1032",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202849"}

@article{bb207755,
        AUTHOR = "Babaee, M. and Wolf, T. and Rigoll, G.",
        TITLE = "Toward semantic attributes in dictionary learning and non-negative
matrix factorization",
        JOURNAL = PRL,
        VOLUME = "80",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "172-178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202850"}

@inproceedings{bb207756,
        AUTHOR = "Babaee, M. and Wolf, T. and Rigoll, G.",
        TITLE = "Relative attribute guided dictionary learning",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "704-708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202851"}

@inproceedings{bb207757,
        AUTHOR = "Babaee, M. and Bahmanyar, R. and Rigoll, G. and Datcu, M.",
        TITLE = "Farness preserving Non-negative matrix factorization",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "3023-3027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202852"}

@article{bb207758,
        AUTHOR = "Cao, X. and Zhao, Q. and Meng, D. and Chen, Y. and Xu, Z.",
        TITLE = "Robust Low-Rank Matrix Factorization Under General Mixture Noise
Distributions",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4677-4690",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202853"}

@inproceedings{bb207759,
        AUTHOR = "Cao, X. and Chen, Y. and Zhao, Q. and Meng, D. and Wang, Y. and Wang, D. and Xu, Z.",
        TITLE = "Low-Rank Matrix Factorization under General Mixture Noise
Distributions",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1493-1501",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202854"}

@article{bb207760,
        AUTHOR = "Ding, G.G. and Guo, Y.C. and Zhou, J. and Gao, Y.",
        TITLE = "Large-Scale Cross-Modality Search via Collective Matrix Factorization
Hashing",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5427-5440",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202855"}

@inproceedings{bb207761,
        AUTHOR = "Ding, G.G. and Guo, Y.C. and Zhou, J.",
        TITLE = "Collective Matrix Factorization Hashing for Multimodal Data",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "2083-2090",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202856"}

@article{bb207762,
        AUTHOR = "Zhang, G. and Gong, X.",
        TITLE = "Nonnegative Matrix Cofactorization for Weakly Supervised Image
Parsing",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1682-1686",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202857"}

@article{bb207763,
        AUTHOR = "Trigeorgis, G. and Bousmalis, K. and Zafeiriou, S.P. and Schuller, B.W.",
        TITLE = "A Deep Matrix Factorization Method for Learning Attribute
Representations",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "417-429",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202858"}

@article{bb207764,
        AUTHOR = "Kumar, V. and Pujari, A.K. and Sahu, S.K. and Kagita, V.R. and Padmanabhan, V.",
        TITLE = "Proximal maximum margin matrix factorization for collaborative
filtering",
        JOURNAL = PRL,
        VOLUME = "86",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "62-67",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202859"}

@article{bb207765,
        AUTHOR = "Karoui, M.S. and Deville, Y. and Benhalouche, F.Z. and Boukerch, I.",
        TITLE = "Hypersharpening by Joint-Criterion Nonnegative Matrix Factorization",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1660-1670",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202860"}

@article{bb207766,
        AUTHOR = "Hou, J. and Chau, L.P. and Magnenat Thalmann, N. and He, Y.",
        TITLE = "Sparse Low-Rank Matrix Approximation for Data Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "27",
        YEAR = "2017",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1043-1054",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202861"}

@article{bb207767,
        AUTHOR = "Debals, O. and van Barel, M. and de Lathauwer, L.",
        TITLE = "Nonnegative Matrix Factorization Using Nonnegative Polynomial
Approximations",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "948-952",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202862"}

@article{bb207768,
        AUTHOR = "Ma, X.K. and Sun, P.G. and Qin, G.M.",
        TITLE = "Nonnegative matrix factorization algorithms for link prediction in
temporal networks using graph communicability",
        JOURNAL = PR,
        VOLUME = "71",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "361-374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202863"}

@article{bb207769,
        AUTHOR = "Lu, Y. and Yuan, C. and Lai, Z. and Li, X. and Wong, W.K. and Zhang, D.",
        TITLE = "Nuclear Norm-Based 2DLPP for Image Classification",
        JOURNAL = MultMed,
        VOLUME = "19",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2391-2403",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202864"}

@article{bb207770,
        AUTHOR = "Lu, Y. and Lai, Z.H. and Li, X.L. and Zhang, D. and Wong, W.K. and Yuan, C.",
        TITLE = "Learning Parts-Based and Global Representation for Image
Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "28",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3345-3360",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202865"}

@article{bb207771,
        AUTHOR = "Yuan, Y. and Li, X.L. and Pang, Y. and Lu, X. and Tao, D.",
        TITLE = "Binary Sparse Nonnegative Matrix Factorization",
        JOURNAL = CirSysVideo,
        VOLUME = "19",
        YEAR = "2009",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "772-777",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202866"}

@article{bb207772,
        AUTHOR = "Lu, Y.W. and Yuan, C. and Zhu, W.W. and Li, X.L.",
        TITLE = "Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for
Image Classification",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5248-5260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202867"}

@article{bb207773,
        AUTHOR = "Lu, Y. and Yuan, C. and Li, X. and Lai, Z. and Zhang, D. and Shen, L.",
        TITLE = "Structurally Incoherent Low-Rank 2DLPP for Image Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "29",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1701-1714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202868"}

@article{bb207774,
        AUTHOR = "Lu, Y. and Lai, Z. and Xu, Y. and Li, X. and Zhang, D. and Yuan, C.",
        TITLE = "Nonnegative Discriminant Matrix Factorization",
        JOURNAL = CirSysVideo,
        VOLUME = "27",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1392-1405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202869"}

@article{bb207775,
        AUTHOR = "Zhu, X.X. and Zhang, Z.S.",
        TITLE = "Improved self-paced learning framework for nonnegative matrix
factorization",
        JOURNAL = PRL,
        VOLUME = "97",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202870"}

@article{bb207776,
        AUTHOR = "Leng, C.C. and Cai, G.R. and Yu, D.D. and Wang, Z.Y.",
        TITLE = "Adaptive total-variation for non-negative matrix factorization on
manifold",
        JOURNAL = PRL,
        VOLUME = "98",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "68-74",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202871"}

@article{bb207777,
        AUTHOR = "Lin, Z.C. and Xu, C. and Zha, H.B.",
        TITLE = "Robust Matrix Factorization by Majorization Minimization",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "208-220",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202872"}

@article{bb207778,
        AUTHOR = "Duong, V.H. and Bui, M.Q. and Ding, J.J. and Lee, Y.S. and Pham, B.T. and Bao, P.T. and Wang, J.C.",
        TITLE = "A New Approach of Matrix Factorization on Complex Domain for Data
Representation",
        JOURNAL = IEICE,
        VOLUME = "E100-D",
        YEAR = "2017",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3059-3063",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202873"}

@article{bb207779,
        AUTHOR = "Chepuri, S.P.",
        TITLE = "Factor Analysis From Quadratic Sampling",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "65-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202874"}

@article{bb207780,
        AUTHOR = "Fu, X. and Huang, K. and Sidiropoulos, N.D.",
        TITLE = "On Identifiability of Nonnegative Matrix Factorization",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "328-332",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202875"}

@article{bb207781,
        AUTHOR = "Chen, J.Z. and Chen, J. and Ling, H. and Cao, H. and Sun, W.P. and Fan, Y.B. and Wu, W.M.",
        TITLE = "Salient object detection via spectral graph weighted low rank matrix
recovery",
        JOURNAL = JVCIR,
        VOLUME = "50",
        YEAR = "2018",
        PAGES = "270-279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202876"}

@article{bb207782,
        AUTHOR = "Huang, S. and Wang, H.X. and Ge, Y.X. and Huangfu, L. and Zhang, X.H. and Yang, D.",
        TITLE = "Improved hypergraph regularized Nonnegative Matrix Factorization with
sparse representation",
        JOURNAL = PRL,
        VOLUME = "102",
        YEAR = "2018",
        PAGES = "8-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202877"}

@article{bb207783,
        AUTHOR = "Zhu, W.J. and Yan, Y.H.",
        TITLE = "Label and orthogonality regularized non-negative matrix factorization
for image classification",
        JOURNAL = SP:IC,
        VOLUME = "62",
        YEAR = "2018",
        PAGES = "139-148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202878"}

@article{bb207784,
        AUTHOR = "Zhu, W.J. and Yan, Y.H.",
        TITLE = "Non-negative matrix factorization via discriminative label embedding
for pattern classification",
        JOURNAL = JVCIR,
        VOLUME = "55",
        YEAR = "2018",
        PAGES = "477-488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202879"}

@article{bb207785,
        AUTHOR = "Tan, Q. and Yang, P. and He, J.R.",
        TITLE = "Feature co-shrinking for co-clustering",
        JOURNAL = PR,
        VOLUME = "77",
        YEAR = "2018",
        PAGES = "12-19",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202880"}

@article{bb207786,
        AUTHOR = "Erichson, N.B. and Mendible, A. and Wihlborn, S. and Kutz, J.N.",
        TITLE = "Randomized nonnegative matrix factorization",
        JOURNAL = PRL,
        VOLUME = "104",
        YEAR = "2018",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202881"}

@article{bb207787,
        AUTHOR = "Markopoulos, P.P. and Chachlakis, D.G. and Papalexakis, E.E.",
        TITLE = "The Exact Solution to Rank-1 L1-Norm TUCKER2 Decomposition",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "511-515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202882"}

@article{bb207788,
        AUTHOR = "Fang, Y.X. and Zhang, H.X. and Ren, Y.W.",
        TITLE = "Graph regularised sparse NMF factorisation for imagery de-noising",
        JOURNAL = IET-CV,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "June",
        PAGES = "466-475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202883"}

@article{bb207789,
        AUTHOR = "Fang, Y.X. and Ren, Y.W. and Zhang, H.X.",
        TITLE = "Semantic convex matrix factorisation for cross-media retrieval",
        JOURNAL = IET-IPR,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "196-205",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202884"}

@article{bb207790,
        AUTHOR = "Wen, J. and Zhang, B. and Xu, Y. and Yang, J. and Han, N.",
        TITLE = "Adaptive weighted nonnegative low-rank representation",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
        PAGES = "326-340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202885"}

@article{bb207791,
        AUTHOR = "Song, M.H. and Peng, Y.X. and Jiang, T. and Li, J. and Zhang, S.S.",
        TITLE = "Accelerated image factorization based on improved NMF algorithm",
        JOURNAL = RealTimeIP,
        VOLUME = "15",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "June",
        PAGES = "93-105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202886"}

@article{bb207792,
        AUTHOR = "Chen, Y. and Zhang, H. and Zhang, X. and Liu, R.",
        TITLE = "Regularized Semi-non-negative Matrix Factorization for Hashing",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1823-1836",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202887"}

@article{bb207793,
        AUTHOR = "He, Z. and Yuan, X.",
        TITLE = "Block Iteratively Reweighted Algorithms for Robust Symmetric
Nonnegative Matrix Factorization",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1510-1514",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202888"}

@article{bb207794,
        AUTHOR = "Pang, J. and Huang, J. and Yang, X. and Wang, Z. and Yu, H. and Huang, Q. and Yin, B.",
        TITLE = "Discovering Fine-Grained Spatial Pattern From Taxi Trips:
Where Point Process Meets Matrix Decomposition and Factorization",
        JOURNAL = ITS,
        VOLUME = "19",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3208-3219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202889"}

@article{bb207795,
        AUTHOR = "Huang, Z.W. and Wang, R.P. and Li, X.Q. and Liu, W.X. and Shan, S.G. and Van Gool, L.J. and Chen, X.L.",
        TITLE = "Geometry-Aware Similarity Learning on SPD Manifolds for Visual
Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "28",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2513-2523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202890"}

@article{bb207796,
        AUTHOR = "Guan, N.Y. and Liu, T. and Zhang, Y. and Tao, D.C. and Davis, L.S.",
        TITLE = "Truncated Cauchy Non-Negative Matrix Factorization",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "246-259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202891"}

@article{bb207797,
        AUTHOR = "Park, D. and Kyrillidis, A. and Caramanis, C. and Sanghavi, S.",
        TITLE = "Finding Low-Rank Solutions via Nonconvex Matrix Factorization,
Efficiently and Provably",
        JOURNAL = SIIMS,
        VOLUME = "11",
        YEAR = "2018",
        NUMBER = "4",
        PAGES = "2165-2204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202892"}

@article{bb207798,
        AUTHOR = "Zhang, W.K. and Fu, K. and Sun, X. and Zhang, Y.H. and Sun, H. and Wang, H.Q.",
        TITLE = "Joint optimisation convex-negative matrix factorisation for multi-modal
image collection summarisation based on images and tags",
        JOURNAL = IET-CV,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "125-130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202893"}

@article{bb207799,
        AUTHOR = "Fu, X. and Huang, K. and Sidiropoulos, N.D. and Ma, W.",
        TITLE = "Nonnegative Matrix Factorization for Signal and Data Analytics:
Identifiability, Algorithms, and Applications",
        JOURNAL = SPMag,
        VOLUME = "36",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "59-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT202894"}

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