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        TITLE = "Nonsmooth Nonnegative Matrix Factorization (nsNMF)",
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@article{bb148102,
        AUTHOR = "Okatani, T. and Deguchi, K.",
        TITLE = "On the Wiberg Algorithm for Matrix Factorization in the Presence of
Missing Components",
        JOURNAL = IJCV,
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@inproceedings{bb148103,
        AUTHOR = "Okatani, T. and Yoshida, T. and Deguchi, K.",
        TITLE = "Efficient algorithm for low-rank matrix factorization with missing
components and performance comparison of latest algorithms",
        BOOKTITLE = ICCV11,
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        PAGES = "842-849",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143701"}

@article{bb148104,
        AUTHOR = "Kanatani, K. and Sugaya, Y. and Ackermann, H.",
        TITLE = "Uncalibrated Factorization Using a Variable Symmetric Affine Camera",
        JOURNAL = IEICE,
        VOLUME = "E90-D",
        YEAR = "2007",
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        MONTH = "May",
        PAGES = "851-858",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143702"}

@inproceedings{bb148105,
        AUTHOR = "Ackermann, H. and Sugaya, Y. and Kanatani, K.",
        TITLE = "Uncalibrated Factorization Using a Variable Symmetric Affine Camera",
        BOOKTITLE = ECCV06,
        YEAR = "2006",
        PAGES = "IV: 147-158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143702"}

@inproceedings{bb148106,
        AUTHOR = "Ackermann, H. and Kanatani, K.",
        TITLE = "Iterative Low Complexity Factorization for Projective Reconstruction",
        BOOKTITLE = RobVis08,
        YEAR = "2008",
        PAGES = "153-164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143703"}

@article{bb148107,
        AUTHOR = "Boutsidis, C. and Gallopoulos, E.",
        TITLE = "SVD based initialization:
A head start for nonnegative matrix factorization",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
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        PAGES = "1350-1362",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143704"}

@article{bb148108,
        AUTHOR = "Cichocki, A. and Lee, H.Y. and Kim, Y.D. and Choi, S.J.",
        TITLE = "Non-negative matrix factorization with alpha-divergence",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1433-1440",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143705"}

@article{bb148109,
        AUTHOR = "Zhao, Q. and Zhang, L. and Cichocki, A.",
        TITLE = "Bayesian CP Factorization of Incomplete Tensors with Automatic Rank
Determination",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1751-1763",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143706"}

@article{bb148110,
        AUTHOR = "Lee, H.K. and Yoo, J.H. and Choi, S.J.",
        TITLE = "Semi-Supervised Nonnegative Matrix Factorization",
        JOURNAL = SPLetters,
        VOLUME = "17",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "4-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143707"}

@article{bb148111,
        AUTHOR = "Khelifi, F. and Jiang, J.",
        TITLE = "Analysis of the Security of Perceptual Image Hashing Based on
Non-Negative Matrix Factorization",
        JOURNAL = SPLetters,
        VOLUME = "17",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "43-46",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143708"}

@article{bb148112,
        AUTHOR = "Khelifi, F. and Jiang, J.",
        TITLE = "Perceptual Image Hashing Based on Virtual Watermark Detection",
        JOURNAL = IP,
        VOLUME = "19",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "981-994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143709"}

@article{bb148113,
        AUTHOR = "Ding, C.H.Q. and Li, T. and Jordan, M.I.",
        TITLE = "Convex and Semi-Nonnegative Matrix Factorizations",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "45-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143710"}

@article{bb148114,
        AUTHOR = "Wahlberg, B. and Stoica, P.",
        TITLE = "New Square-Root Factorization of Inverse Toeplitz Matrices",
        JOURNAL = SPLetters,
        VOLUME = "17",
        YEAR = "2010",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "137-140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143711"}

@article{bb148115,
        AUTHOR = "Gillis, N. and Glineur, F.",
        TITLE = "Using underapproximations for sparse nonnegative matrix factorization",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1676-1687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143712"}

@article{bb148116,
        AUTHOR = "Gillis, N. and Vavasis, S.A.",
        TITLE = "Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix
Factorization",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "698-714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143713"}

@article{bb148117,
        AUTHOR = "Gillis, N.",
        TITLE = "Successive Nonnegative Projection Algorithm for Robust Nonnegative
Blind Source Separation",
        JOURNAL = SIIMS,
        VOLUME = "7",
        YEAR = "2014",
        NUMBER = "2",
        PAGES = "1420-1450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143714"}

@article{bb148118,
        AUTHOR = "Li, Z. and Wu, X.D. and Peng, H.",
        TITLE = "Nonnegative Matrix Factorization on Orthogonal Subspace",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "905-911",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143715"}

@article{bb148119,
        AUTHOR = "Zhao, K. and Zhang, Z.Y.",
        TITLE = "Successively alternate least square for low-rank matrix factorization
with bounded missing data",
        JOURNAL = CVIU,
        VOLUME = "114",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1084-1096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143716"}

@article{bb148120,
        AUTHOR = "Zhang, Z.Y. and Zhao, K.",
        TITLE = "Low-Rank Matrix Approximation with Manifold Regularization",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "7",
        PAGES = "1717-1729",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143717"}

@article{bb148121,
        AUTHOR = "Yang, L. and Hao, P.W. and Wu, D.P.",
        TITLE = "Stabilization and optimization of PLUS factorization and its
application in image coding",
        JOURNAL = JVCIR,
        VOLUME = "22",
        YEAR = "2011",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "9-22",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143718"}

@article{bb148122,
        AUTHOR = "Decherchi, S. and Gastaldo, P. and Zunino, R.",
        TITLE = "Efficient approximate Regularized Least Squares by Toeplitz matrix",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "468-475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143719"}

@article{bb148123,
        AUTHOR = "Sandler, R. and Lindenbaum, M.",
        TITLE = "Nonnegative Matrix Factorization with Earth Mover's Distance Metric for
Image Analysis",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1590-1602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143720"}

@inproceedings{bb148124,
        AUTHOR = "Sandler, R. and Lindenbaum, M.",
        TITLE = "Nonnegative Matrix Factorization with Earth Mover's Distance metric",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "1873-1880",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143721"}

@article{bb148125,
        AUTHOR = "Guan, N.Y. and Tao, D.C. and Luo, Z.G. and Yuan, B.",
        TITLE = "Manifold Regularized Discriminative Nonnegative Matrix Factorization
With Fast Gradient Descent",
        JOURNAL = IP,
        VOLUME = "20",
        YEAR = "2011",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2030-2048",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143722"}

@article{bb148126,
        AUTHOR = "Ambai, M. and Utama, N.P. and Yoshida, Y.",
        TITLE = "Dimensionality Reduction for Histogram Features Based on Supervised
Non-negative Matrix Factorization",
        JOURNAL = IEICE,
        VOLUME = "E94-D",
        YEAR = "2011",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1870-1879",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143723"}

@article{bb148127,
        AUTHOR = "Pan, J.Y. and Zhang, J.S.",
        TITLE = "Large margin based nonnegative matrix factorization and partial least
squares regression for face recognition",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "1822-1835",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143724"}

@article{bb148128,
        AUTHOR = "Yokoya, N. and Yairi, T. and Iwasaki, A.",
        TITLE = "Coupled Nonnegative Matrix Factorization Unmixing for Hyperspectral and
Multispectral Data Fusion",
        JOURNAL = GeoRS,
        VOLUME = "50",
        YEAR = "2012",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "528-537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143725"}

@article{bb148129,
        AUTHOR = "Yokoya, N. and Chanussot, J. and Iwasaki, A.",
        TITLE = "Nonlinear Unmixing of Hyperspectral Data Using Semi-Nonnegative
Matrix Factorization",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1430-1437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143726"}

@article{bb148130,
        AUTHOR = "Shang, F. and Jiao, L.C. and Wang, F.",
        TITLE = "Graph dual regularization non-negative matrix factorization for
co-clustering",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2237-2250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143727"}

@article{bb148131,
        AUTHOR = "Zheng, W.S. and Lai, J. and Liao, S.C. and He, R.",
        TITLE = "Extracting non-negative basis images using pixel dispersion penalty",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2912-2926",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143728"}

@article{bb148132,
        AUTHOR = "Liu, H.F. and Wu, Z.H. and Cai, D. and Huang, T.S.",
        TITLE = "Constrained Nonnegative Matrix Factorization for Image Representation",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1299-1311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143729"}

@article{bb148133,
        AUTHOR = "Liu, H.F. and Yang, G. and Wu, Z.H. and Cai, D.",
        TITLE = "Constrained Concept Factorization for Image Representation",
        JOURNAL = Cyber,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1214-1224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143730"}

@article{bb148134,
        AUTHOR = "Kumar, B.G.V. and Kotsia, I. and Patras, I.",
        TITLE = "Max-margin Non-negative Matrix Factorization",
        JOURNAL = IVC,
        VOLUME = "30",
        YEAR = "2012",
        NUMBER = "4-5",
        MONTH = "May",
        PAGES = "279-291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143731"}

@article{bb148135,
        AUTHOR = "Gong, P. and Zhang, C.S.",
        TITLE = "Efficient Nonnegative Matrix Factorization via projected Newton method",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3557-3565",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143732"}

@article{bb148136,
        AUTHOR = "Esser, E. and Moller, M. and Osher, S. and Sapiro, G. and Xin, J.",
        TITLE = "A Convex Model for Nonnegative Matrix Factorization and Dimensionality
Reduction on Physical Space",
        JOURNAL = IP,
        VOLUME = "21",
        YEAR = "2012",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3239-3252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143733"}

@article{bb148137,
        AUTHOR = "Shi, M. and Yi, Q.M. and Lv, J.",
        TITLE = "Symmetric Nonnegative Matrix Factorization With Beta-Divergences",
        JOURNAL = SPLetters,
        VOLUME = "19",
        YEAR = "2012",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "539-542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143734"}

@article{bb148138,
        AUTHOR = "Liu, Y.Y. and Jiao, L.C. and Shang, F.",
        TITLE = "An efficient matrix factorization based low-rank representation for
subspace clustering",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "284-292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143735"}

@article{bb148139,
        AUTHOR = "Liu, Y.Y. and Jiao, L.C. and Shang, F.",
        TITLE = "A fast tri-factorization method for low-rank matrix recovery and
completion",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "163-173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143736"}

@article{bb148140,
        AUTHOR = "Liu, Y.G. and Liu, B.B. and Pu, Y. and Chen, X.H. and Cheng, H.",
        TITLE = "Low-rank matrix decomposition in L1-norm by dynamic systems",
        JOURNAL = IVC,
        VOLUME = "30",
        YEAR = "2012",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "915-921",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143737"}

@article{bb148141,
        AUTHOR = "Liu, Y.G. and Cao, L.P. and Liu, C.L. and Pu, Y. and Cheng, H.",
        TITLE = "Recovering shape and motion by a dynamic system for low-rank matrix
approximation in L_1 norm",
        JOURNAL = VC,
        VOLUME = "29",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "421-431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143738"}

@article{bb148142,
        AUTHOR = "Duan, J. and Soussen, C. and Brie, D. and Idier, J. and Wang, Y.P.",
        TITLE = "On LARS/Homotopy Equivalence Conditions for Over-Determined LASSO",
        JOURNAL = SPLetters,
        VOLUME = "19",
        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "894-897",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143739"}

@article{bb148143,
        AUTHOR = "Essid, S. and Fevotte, C.",
        TITLE = "Smooth Nonnegative Matrix Factorization for Unsupervised Audiovisual
Document Structuring",
        JOURNAL = MultMed,
        VOLUME = "15",
        YEAR = "2013",
        NUMBER = "2",
        PAGES = "415-425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143740"}

@article{bb148144,
        AUTHOR = "Tan, V.Y.F. and Fevotte, C.",
        TITLE = "Automatic Relevance Determination in Nonnegative Matrix Factorization
with the beta-Divergence",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "7",
        PAGES = "1592-1605",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143741"}

@article{bb148145,
        AUTHOR = "Wang, S.",
        TITLE = "Quasi-Block-Cholesky Factorization With Dynamic Matrix Compression for
Fast Integral-Equation Simulations of Large-Scale Human Body Models",
        JOURNAL = PIEEE,
        VOLUME = "100",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "389-400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143742"}

@article{bb148146,
        AUTHOR = "Kim, Y.D. and Choi, S.J.",
        TITLE = "Variational Bayesian View of Weighted Trace Norm Regularization for
Matrix Factorization",
        JOURNAL = SPLetters,
        VOLUME = "20",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "261-264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143743"}

@article{bb148147,
        AUTHOR = "Liu, Y.Y. and Shang, F.H.",
        TITLE = "An Efficient Matrix Factorization Method for Tensor Completion",
        JOURNAL = SPLetters,
        VOLUME = "20",
        YEAR = "2013",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "307-310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143744"}

@inproceedings{bb148148,
        AUTHOR = "Kim, J.H. and Koo, B.K.",
        TITLE = "Factorization of canonic homographies for camera calibration and scene
modeling",
        BOOKTITLE = FCV13,
        YEAR = "2013",
        PAGES = "5-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143745"}

@article{bb148149,
        AUTHOR = "Wang, J.J.Y. and Bensmail, H. and Gao, X.",
        TITLE = "Multiple graph regularized nonnegative matrix factorization",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2840-2847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143746"}

@inproceedings{bb148150,
        AUTHOR = "Wang, J.Y. and Almasri, I. and Gao, X.",
        TITLE = "Adaptive graph regularized Nonnegative Matrix Factorization via feature
selection",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "963-966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143747"}

@article{bb148151,
        AUTHOR = "Li, Z.C. and Liu, J. and Lu, H.Q.",
        TITLE = "Structure preserving non-negative matrix factorization for
dimensionality reduction",
        JOURNAL = CVIU,
        VOLUME = "117",
        YEAR = "2013",
        NUMBER = "9",
        PAGES = "1175-1189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143748"}

@article{bb148152,
        AUTHOR = "Wang, L. and Albera, L. and Kachenoura, A. and Shu, H.Z. and Senhadji, L.",
        TITLE = "Nonnegative Joint Diagonalization by Congruence Based on LU Matrix
Factorization",
        JOURNAL = SPLetters,
        VOLUME = "20",
        YEAR = "2013",
        NUMBER = "8",
        PAGES = "807-810",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143749"}

@article{bb148153,
        AUTHOR = "Li, J. and Tao, D.C.",
        TITLE = "A Bayesian Hierarchical Factorization Model for Vector Fields",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "11",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143750"}

@inproceedings{bb148154,
        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#TT143751"}

@article{bb148155,
        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",
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Kullback-Leibler Divergence",
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@article{bb148157,
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graph and its applications",
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        TITLE = "Online Glocal Transfer for Automatic Figure-Ground Segmentation",
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@inproceedings{bb148159,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143756"}

@article{bb148160,
        AUTHOR = "Zhou, G. and Cichocki, A. and Zhao, Q. and Xie, S.L.",
        TITLE = "Nonnegative Matrix and Tensor Factorizations:
An algorithmic perspective",
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@article{bb148161,
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Algorithms and Uniqueness",
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@article{bb148162,
        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",
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@article{bb148163,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143760"}

@article{bb148164,
        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,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143761"}

@article{bb148165,
        AUTHOR = "Li, Z.C. and Tang, J.H.",
        TITLE = "Weakly Supervised Deep Matrix Factorization for Social Image
Understanding",
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@article{bb148166,
        AUTHOR = "Gonen, M. and Kaski, S.",
        TITLE = "Kernelized Bayesian Matrix Factorization",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143763"}

@article{bb148167,
        AUTHOR = "Yang, Z.R. and Oja, E.",
        TITLE = "Quadratic nonnegative matrix factorization",
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@article{bb148168,
        AUTHOR = "Szabo, Z. and Poczos, B. and Lorincz, A.",
        TITLE = "Separation theorem for independent subspace analysis and its
consequences",
        JOURNAL = PR,
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        YEAR = "2012",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143765"}

@inproceedings{bb148169,
        AUTHOR = "Szabo, Z. and Poczos, B. and Lorincz, A.",
        TITLE = "Online group-structured dictionary learning",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
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@article{bb148170,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143767"}

@inproceedings{bb148171,
        AUTHOR = "Chen, Q.A. and Yan, S.C. and Ng, T.T.",
        TITLE = "Factorization towards a classifier",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143768"}

@inproceedings{bb148172,
        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#TT143769"}

@article{bb148173,
        AUTHOR = "Li, B. and Zhou, G. and Cichocki, A.",
        TITLE = "Two Efficient Algorithms for Approximately Orthogonal Nonnegative
Matrix Factorization",
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@article{bb148174,
        AUTHOR = "Jin, T. and Yu, J. and You, J. and Zeng, K. and Li, C. and Yu, Z.",
        TITLE = "Low-rank matrix factorization with multiple Hypergraph regularizer",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143771"}

@article{bb148175,
        AUTHOR = "Rapin, J. and Bobin, J. and Larue, A. and Starck, J.L.",
        TITLE = "NMF with Sparse Regularizations in Transformed Domains",
        JOURNAL = SIIMS,
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        NUMBER = "4",
        PAGES = "2020-2047",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143772"}

@inproceedings{bb148176,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143773"}

@article{bb148177,
        AUTHOR = "Sun, M. and Zhang, X. and Van Hamme, H.",
        TITLE = "A stable approach for model order selection in nonnegative matrix
factorization",
        JOURNAL = PRL,
        VOLUME = "54",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143774"}

@article{bb148178,
        AUTHOR = "Han, H. and Liu, S. and Gan, L.",
        TITLE = "Non-negativity and dependence constrained sparse coding for image
classification",
        JOURNAL = JVCIR,
        VOLUME = "26",
        YEAR = "2015",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143775"}

@article{bb148179,
        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",
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        NUMBER = "5",
        MONTH = "May",
        PAGES = "2621-2639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143776"}

@article{bb148180,
        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,
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        MONTH = "April",
        PAGES = "2341-2357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143777"}

@inproceedings{bb148181,
        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#TT143778"}

@inproceedings{bb148182,
        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#TT143779"}

@article{bb148183,
        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",
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        MONTH = "April",
        PAGES = "876-889",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143780"}

@article{bb148184,
        AUTHOR = "Jiang, F.Y. and Enqvist, O. and Kahl, F.",
        TITLE = "A Combinatorial Approach to L1 -Matrix Factorization",
        JOURNAL = JMIV,
        VOLUME = "51",
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        PAGES = "430-441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143781"}

@article{bb148185,
        AUTHOR = "Qiao, H.L.",
        TITLE = "New SVD based initialization strategy for non-negative matrix
factorization",
        JOURNAL = PRL,
        VOLUME = "63",
        YEAR = "2015",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143782"}

@article{bb148186,
        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,
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        NUMBER = "11",
        MONTH = "November",
        PAGES = "4502-4511",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143783"}

@article{bb148187,
        AUTHOR = "Wu, Y. 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#TT143784"}

@article{bb148188,
        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#TT143785"}

@article{bb148189,
        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#TT143786"}

@article{bb148190,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143787"}

@article{bb148191,
        AUTHOR = "Simsekli, U. and Liutkus, A. and Cemgil, A.T.",
        TITLE = "Alpha-Stable Matrix Factorization",
        JOURNAL = SPLetters,
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@article{bb148192,
        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,
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        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4701-4714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143789"}

@article{bb148193,
        AUTHOR = "Wang, D. and Gao, X. and Wang, X.",
        TITLE = "Semi-Supervised Nonnegative Matrix Factorization via Constraint
Propagation",
        JOURNAL = Cyber,
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        NUMBER = "1",
        MONTH = "January",
        PAGES = "233-244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143790"}

@article{bb148194,
        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#TT143791"}

@article{bb148195,
        AUTHOR = "Mao, J.Y. and Zhang, Z.Y.",
        TITLE = "A local convex method for rank-sparsity factorization",
        JOURNAL = PRL,
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143792"}

@article{bb148196,
        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,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT143793"}

@inproceedings{bb148197,
        AUTHOR = "Li, X. and Zhang, Y.J. and Shen, B. and Liu, B.D.",
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reconstruction structure preserved",
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@article{bb148198,
        AUTHOR = "Li, X. and Shen, B. and Liu, B.D. and Zhang, Y.J.",
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Missing Labels",
        JOURNAL = MultMed,
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@inproceedings{bb148199,
        AUTHOR = "Shen, B. and Liu, B.D. and Wang, Q.F. and Ji, R.R.",
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multiplicative updating rules",
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Last update:May 18, 2019 at 16:15:50