@article{bb195700,
        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#TT190890"}

@article{bb195701,
        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#TT190891"}

@article{bb195702,
        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#TT190892"}

@article{bb195703,
        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#TT190893"}

@article{bb195704,
        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#TT190894"}

@article{bb195705,
        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#TT190895"}

@article{bb195706,
        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#TT190896"}

@article{bb195707,
        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#TT190897"}

@article{bb195708,
        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#TT190898"}

@inproceedings{bb195709,
        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#TT190899"}

@article{bb195710,
        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#TT190900"}

@inproceedings{bb195711,
        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#TT190901"}

@article{bb195712,
        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#TT190902"}

@article{bb195713,
        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#TT190903"}

@article{bb195714,
        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#TT190904"}

@article{bb195715,
        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#TT190905"}

@inproceedings{bb195716,
        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#TT190906"}

@article{bb195717,
        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#TT190907"}

@article{bb195718,
        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#TT190908"}

@inproceedings{bb195719,
        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#TT190909"}

@inproceedings{bb195720,
        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#TT190910"}

@article{bb195721,
        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#TT190911"}

@inproceedings{bb195722,
        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#TT190912"}

@article{bb195723,
        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#TT190913"}

@inproceedings{bb195724,
        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#TT190914"}

@article{bb195725,
        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#TT190915"}

@article{bb195726,
        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#TT190916"}

@article{bb195727,
        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#TT190917"}

@article{bb195728,
        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#TT190918"}

@article{bb195729,
        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#TT190919"}

@article{bb195730,
        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#TT190920"}

@article{bb195731,
        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#TT190921"}

@article{bb195732,
        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#TT190922"}

@article{bb195733,
        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#TT190923"}

@article{bb195734,
        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#TT190924"}

@article{bb195735,
        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#TT190925"}

@article{bb195736,
        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#TT190926"}

@article{bb195737,
        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#TT190927"}

@article{bb195738,
        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#TT190928"}

@article{bb195739,
        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#TT190929"}

@article{bb195740,
        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#TT190930"}

@article{bb195741,
        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#TT190931"}

@article{bb195742,
        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#TT190932"}

@article{bb195743,
        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#TT190933"}

@article{bb195744,
        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#TT190934"}

@article{bb195745,
        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#TT190935"}

@article{bb195746,
        AUTHOR = "Zhu, W.J. and Yan, Y.",
        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#TT190936"}

@article{bb195747,
        AUTHOR = "Zhu, W.J. and Yan, Y.",
        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#TT190937"}

@article{bb195748,
        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#TT190938"}

@article{bb195749,
        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#TT190939"}

@article{bb195750,
        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#TT190940"}

@article{bb195751,
        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#TT190941"}

@article{bb195752,
        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#TT190942"}

@article{bb195753,
        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#TT190943"}

@article{bb195754,
        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#TT190944"}

@article{bb195755,
        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#TT190945"}

@article{bb195756,
        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#TT190946"}

@article{bb195757,
        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#TT190947"}

@article{bb195758,
        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#TT190948"}

@article{bb195759,
        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#TT190949"}

@article{bb195760,
        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#TT190950"}

@article{bb195761,
        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#TT190951"}

@article{bb195762,
        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#TT190952"}

@article{bb195763,
        AUTHOR = "Tichy, O. and Bodiova, L. and Smidl, V.",
        TITLE = "Bayesian Non-Negative Matrix Factorization With Adaptive Sparsity and
Smoothness Prior",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "510-514",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190953"}

@article{bb195764,
        AUTHOR = "Kohjima, M. and Matsubayashi, T. and Sawada, H.",
        TITLE = "Learning of Nonnegative Matrix Factorization Models for Inconsistent
Resolution Dataset Analysis",
        JOURNAL = IEICE,
        VOLUME = "E102-D",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "715-723",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190954"}

@article{bb195765,
        AUTHOR = "Atif, S.M. and Qazi, S. and Gillis, N.",
        TITLE = "Improved SVD-based initialization for nonnegative matrix
factorization using low-rank correction",
        JOURNAL = PRL,
        VOLUME = "122",
        YEAR = "2019",
        PAGES = "53-59",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190955"}

@article{bb195766,
        AUTHOR = "Pan, J.J. and Gillis, N.",
        TITLE = "Generalized Separable Nonnegative Matrix Factorization",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1546-1561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190956"}

@article{bb195767,
        AUTHOR = "Gong, M. and Jiang, X. and Li, H. and Tan, K.C.",
        TITLE = "Multiobjective Sparse Non-Negative Matrix Factorization",
        JOURNAL = Cyber,
        VOLUME = "49",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2941-2954",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190957"}

@article{bb195768,
        AUTHOR = "Vanegas, J.A. and Escalante, H.J. and Gonzalez, F.A.",
        TITLE = "Scalable multi-label annotation via semi-supervised kernel semantic
embedding",
        JOURNAL = PRL,
        VOLUME = "123",
        YEAR = "2019",
        PAGES = "97-103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190958"}

@inproceedings{bb195769,
        AUTHOR = "Vanegas, J.A. and Escalante, H.J. and Gonzalez, F.A.",
        TITLE = "Semi-supervised Online Kernel Semantic Embedding for Multi-label
Annotation",
        BOOKTITLE = CIARP17,
        YEAR = "2017",
        PAGES = "693-701",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190959"}

@inproceedings{bb195770,
        AUTHOR = "Otalora Montenegro, S. and Perez Rubiano, S.A. and Gonzalez, F.A.",
        TITLE = "Online Matrix Factorization for Space Embedding Multilabel Annotation",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:343-350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190960"}

@article{bb195771,
        AUTHOR = "Akyildiz, O.D. and Miguez, J.",
        TITLE = "Dictionary filtering: a probabilistic approach to online matrix
factorisation",
        JOURNAL = SIViP,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "June",
        PAGES = "737-744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190961"}

@article{bb195772,
        AUTHOR = "Kaloorazi, M.F. and Chen, J.",
        TITLE = "Randomized Truncated Pivoted QLP Factorization for Low-Rank Matrix
Recovery",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1075-1079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190962"}

@article{bb195773,
        AUTHOR = "Crannell, A. and Frantz, M. and Futamura, F.",
        TITLE = "Factoring a Homography to Analyze Projective Distortion",
        JOURNAL = JMIV,
        VOLUME = "61",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "September",
        PAGES = "967-989",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190963"}

@article{bb195774,
        AUTHOR = "Belachew, M.T.",
        TITLE = "Efficient algorithm for sparse symmetric nonnegative matrix
factorization",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "735-741",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190964"}

@article{bb195775,
        AUTHOR = "Tosyali, A. and Kim, J.H. and Choi, J. and Jeong, M.K.",
        TITLE = "Regularized asymmetric nonnegative matrix factorization for
clustering in directed networks",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "750-757",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190965"}

@article{bb195776,
        AUTHOR = "Pang, M. and Cheung, Y.M. and Liu, R.S. and Lou, J. and Lin, C.",
        TITLE = "Toward Efficient Image Representation:
Sparse Concept Discriminant Matrix Factorization",
        JOURNAL = CirSysVideo,
        VOLUME = "29",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3184-3198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190966"}

@inproceedings{bb195777,
        AUTHOR = "Pang, M. and Lin, C. and Liu, R.S. and Fan, X. and Jiang, J.F. and Luo, Z.X.",
        TITLE = "Sparse concept discriminant matrix factorization for image
representation",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1255-1259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190967"}

@article{bb195778,
        AUTHOR = "Yi, Y.G. and Wang, J.Z. and Zhou, W. and Zheng, C.X. and Kong, J. and Qiao, S.J.",
        TITLE = "Non-Negative Matrix Factorization With Locality Constrained Adaptive
Graph",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "427-441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190968"}

@article{bb195779,
        AUTHOR = "Yi, Y.G. and Chen, Y.Q. and Wang, J.Z. and Lei, G. and Dai, J.Y. and Zhang, H.H.",
        TITLE = "Joint feature representation and classification via adaptive graph
semi-supervised nonnegative matrix factorization",
        JOURNAL = SP:IC,
        VOLUME = "89",
        YEAR = "2020",
        PAGES = "115984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190969"}

@article{bb195780,
        AUTHOR = "Yi, C. and Zhao, Y.Q. and Chan, J.C.W. and Kong, S.G.",
        TITLE = "Joint Spatial-spectral Resolution Enhancement of Multispectral Images
with Spectral Matrix Factorization and Spatial Sparsity Constraints",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190970"}

@article{bb195781,
        AUTHOR = "Teboulle, M. and Vaisbourd, Y.",
        TITLE = "Novel Proximal Gradient Methods for Nonnegative Matrix Factorization
with Sparsity Constraints",
        JOURNAL = SIIMS,
        VOLUME = "13",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "381-421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190971"}

@article{bb195782,
        AUTHOR = "Xu, S. and Zhang, C.X. and Zhang, J.S.",
        TITLE = "Adaptive quantile low-rank matrix factorization",
        JOURNAL = PR,
        VOLUME = "103",
        YEAR = "2020",
        PAGES = "107310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190972"}

@article{bb195783,
        AUTHOR = "Xiong, Y.J. and Xu, Y. and Shu, X.",
        TITLE = "Cross-view hashing via supervised deep discrete matrix factorization",
        JOURNAL = PR,
        VOLUME = "103",
        YEAR = "2020",
        PAGES = "107270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190973"}

@article{bb195784,
        AUTHOR = "Pu, J. and Panagakis, Y. and Petridis, S. and Shen, J. and Pantic, M.",
        TITLE = "Blind Audio-Visual Localization and Separation via Low-Rank and
Sparsity",
        JOURNAL = Cyber,
        VOLUME = "50",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2288-2301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190974"}

@article{bb195785,
        AUTHOR = "Haeffele, B.D. and Vidal, R.",
        TITLE = "Structured Low-Rank Matrix Factorization: Global Optimality,
Algorithms, and Applications",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1468-1482",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190975"}

@inproceedings{bb195786,
        AUTHOR = "Lane, C. and Haeffele, B.D. and Vidal, R.",
        TITLE = "Adaptive Online k-Subspaces with Cooperative Re-Initialization",
        BOOKTITLE = RSL-CV19,
        YEAR = "2019",
        PAGES = "678-688",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190976"}

@article{bb195787,
        AUTHOR = "Gouvert, O. and Oberlin, T. and Fevotte, C.",
        TITLE = "Negative Binomial Matrix Factorization",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "815-819",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190977"}

@article{bb195788,
        AUTHOR = "Zhang, S. and Soubies, E. and Fevotte, C.",
        TITLE = "On the Identifiability of Transform Learning for Non-Negative Matrix
Factorization",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "1555-1559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190978"}

@article{bb195789,
        AUTHOR = "Xue, F. and Wang, W.B. and Zhou, W.J. and Zeng, T. and Yang, T.",
        TITLE = "Cross-modal retrieval via label category supervised matrix
factorization hashing",
        JOURNAL = PRL,
        VOLUME = "138",
        YEAR = "2020",
        PAGES = "469-475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190979"}

@article{bb195790,
        AUTHOR = "Wu, J. and Luo, F. and Zhang, Y. and Wang, H.",
        TITLE = "Semi-discrete Matrix Factorization",
        JOURNAL = IEEE_Int_Sys,
        VOLUME = "35",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "73-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190980"}

@article{bb195791,
        AUTHOR = "Peng, S.Y. and Ser, W. and Chen, B.D. and Lin, Z.P.",
        TITLE = "Robust semi-supervised nonnegative matrix factorization for image
clustering",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107683",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190981"}

@article{bb195792,
        AUTHOR = "Yin, J.X. and Peng, S.Y. and Yang, Z.J. and Chen, B.D. and Lin, Z.P.",
        TITLE = "Hypergraph based semi-supervised symmetric nonnegative matrix
factorization for image clustering",
        JOURNAL = PR,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "109274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190982"}

@article{bb195793,
        AUTHOR = "Ma, J.Q. and Zhang, Y.P. and Zhang, L.F.",
        TITLE = "Discriminative subspace matrix factorization for multiview data
clustering",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190983"}

@article{bb195794,
        AUTHOR = "Tian, M. and Leng, C. and Wu, H. and Basu, A.",
        TITLE = "Total Variation Constrained Graph-Regularized Convex Non-Negative
Matrix Factorization for Data Representation",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "126-130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190984"}

@article{bb195795,
        AUTHOR = "Hedjam, R. and Abdesselam, A. and Melgani, F.",
        TITLE = "NMF with feature relationship preservation penalty term for
clustering problems",
        JOURNAL = PR,
        VOLUME = "112",
        YEAR = "2021",
        PAGES = "107814",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190985"}

@article{bb195796,
        AUTHOR = "Yang, B. and Zhang, X. and Nie, F. and Wang, F. and Yu, W. and Wang, R.",
        TITLE = "Fast Multi-View Clustering via Nonnegative and Orthogonal
Factorization",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "2575-2586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190986"}

@article{bb195797,
        AUTHOR = "Zhang, C.H. and Zhang, S.H.",
        TITLE = "Bayesian Joint Matrix Decomposition for Data Integration with
Heterogeneous Noise",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1184-1196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190987"}

@article{bb195798,
        AUTHOR = "Liu, S. and Feng, J. and Tian, Z.Q.",
        TITLE = "Variational Low-Rank Matrix Factorization with Multi-Patch
Collaborative Learning for Hyperspectral Imagery Mixed Denoising",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190988"}

@article{bb195799,
        AUTHOR = "Zhao, Y. and Wang, H.Y. and Pei, J.H.",
        TITLE = "Deep Non-Negative Matrix Factorization Architecture Based on
Underlying Basis Images Learning",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1897-1913",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT190989"}

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