@article{bb194100,
        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#TT189318"}

@article{bb194101,
        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#TT189319"}

@article{bb194102,
        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#TT189320"}

@article{bb194103,
        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#TT189321"}

@article{bb194104,
        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#TT189322"}

@article{bb194105,
        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#TT189323"}

@article{bb194106,
        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#TT189324"}

@article{bb194107,
        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#TT189325"}

@article{bb194108,
        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#TT189326"}

@article{bb194109,
        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#TT189327"}

@article{bb194110,
        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#TT189328"}

@article{bb194111,
        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#TT189329"}

@article{bb194112,
        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#TT189330"}

@article{bb194113,
        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#TT189331"}

@article{bb194114,
        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#TT189332"}

@inproceedings{bb194115,
        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#TT189333"}

@article{bb194116,
        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#TT189334"}

@article{bb194117,
        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#TT189335"}

@article{bb194118,
        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#TT189336"}

@article{bb194119,
        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#TT189337"}

@article{bb194120,
        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#TT189338"}

@article{bb194121,
        AUTHOR = "Shang, F.H. 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#TT189339"}

@article{bb194122,
        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#TT189340"}

@article{bb194123,
        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#TT189341"}

@article{bb194124,
        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#TT189342"}

@article{bb194125,
        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#TT189343"}

@article{bb194126,
        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#TT189344"}

@article{bb194127,
        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#TT189345"}

@article{bb194128,
        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#TT189346"}

@article{bb194129,
        AUTHOR = "Liu, Y.Y. and Jiao, L.C. and Shang, F.H.",
        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#TT189347"}

@article{bb194130,
        AUTHOR = "Liu, Y.Y. and Jiao, L.C. and Shang, F.H.",
        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#TT189348"}

@article{bb194131,
        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#TT189349"}

@article{bb194132,
        AUTHOR = "Liu, Y.G. and Cao, L.P. and Liu, C.L. and Pu, Y.F. 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#TT189350"}

@article{bb194133,
        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#TT189351"}

@article{bb194134,
        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#TT189352"}

@article{bb194135,
        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#TT189353"}

@article{bb194136,
        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#TT189354"}

@inproceedings{bb194137,
        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#TT189355"}

@article{bb194138,
        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#TT189356"}

@inproceedings{bb194139,
        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#TT189357"}

@article{bb194140,
        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#TT189358"}

@article{bb194141,
        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#TT189359"}

@article{bb194142,
        AUTHOR = "Li, J. and Tao, D.C.",
        TITLE = "A Bayesian Hierarchical Factorization Model for Vector Fields",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "11",
        PAGES = "4510-4521",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT189360"}

@inproceedings{bb194143,
        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#TT189361"}

@article{bb194144,
        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#TT189362"}

@article{bb194145,
        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#TT189363"}

@article{bb194146,
        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#TT189364"}

@article{bb194147,
        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#TT189365"}

@article{bb194148,
        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#TT189366"}

@inproceedings{bb194149,
        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#TT189367"}

@article{bb194150,
        AUTHOR = "Zhou, G. 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#TT189368"}

@article{bb194151,
        AUTHOR = "Zhou, G. 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#TT189369"}

@article{bb194152,
        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#TT189370"}

@article{bb194153,
        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#TT189371"}

@article{bb194154,
        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#TT189372"}

@article{bb194155,
        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#TT189373"}

@article{bb194156,
        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#TT189374"}

@article{bb194157,
        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#TT189375"}

@article{bb194158,
        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#TT189376"}

@inproceedings{bb194159,
        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#TT189377"}

@article{bb194160,
        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#TT189378"}

@inproceedings{bb194161,
        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#TT189379"}

@inproceedings{bb194162,
        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#TT189380"}

@article{bb194163,
        AUTHOR = "Li, B. and Zhou, G. 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#TT189381"}

@article{bb194164,
        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#TT189382"}

@article{bb194165,
        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#TT189383"}

@inproceedings{bb194166,
        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#TT189384"}

@article{bb194167,
        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#TT189385"}

@article{bb194168,
        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#TT189386"}

@article{bb194169,
        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#TT189387"}

@article{bb194170,
        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#TT189388"}

@article{bb194171,
        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#TT189389"}

@inproceedings{bb194172,
        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#TT189390"}

@article{bb194173,
        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#TT189391"}

@inproceedings{bb194174,
        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#TT189392"}

@article{bb194175,
        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#TT189393"}

@article{bb194176,
        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#TT189394"}

@article{bb194177,
        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#TT189395"}

@article{bb194178,
        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#TT189396"}

@article{bb194179,
        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#TT189397"}

@article{bb194180,
        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#TT189398"}

@article{bb194181,
        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#TT189399"}

@article{bb194182,
        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#TT189400"}

@article{bb194183,
        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#TT189401"}

@article{bb194184,
        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#TT189402"}

@article{bb194185,
        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#TT189403"}

@article{bb194186,
        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#TT189404"}

@article{bb194187,
        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#TT189405"}

@article{bb194188,
        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#TT189406"}

@inproceedings{bb194189,
        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#TT189407"}

@article{bb194190,
        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#TT189408"}

@inproceedings{bb194191,
        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#TT189409"}

@article{bb194192,
        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#TT189410"}

@article{bb194193,
        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#TT189411"}

@article{bb194194,
        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#TT189412"}

@article{bb194195,
        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#TT189413"}

@inproceedings{bb194196,
        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#TT189414"}

@article{bb194197,
        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#TT189415"}

@article{bb194198,
        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#TT189416"}

@inproceedings{bb194199,
        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#TT189417"}

Last update:Mar 21, 2023 at 18:34:39