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NUMBER = "6", MONTH = "December", PAGES = "2189-2211", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791md1.html#TT205895"} @article{bb210816, AUTHOR = "Chen, Z.D. and Li, C.X. and Luo, X. and Nie, L.Q. and Zhang, W. and Xu, X.S.", TITLE = "SCRATCH: A Scalable Discrete Matrix Factorization Hashing Framework for Cross-Modal Retrieval", JOURNAL = CirSysVideo, VOLUME = "30", YEAR = "2020", NUMBER = "7", MONTH = "July", PAGES = "2262-2275", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791md1.html#TT205896"} @inproceedings{bb210817, AUTHOR = "Qin, J.Y. and Fei, L. and Teng, S.H. and Zhang, W. and Liu, D.N. and Zhao, G.P. and Yuan, H.L.", TITLE = "Discrete Semantic Matrix Factorization Hashing for Cross-Modal Retrieval", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "1550-1557", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791md1.html#TT205897"} @article{bb210818, AUTHOR = "Han, N.N. and Nie, J. and Lu, J. and Ng, M.K.", TITLE = "Stochastic Variance 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"http://www.visionbib.com/bibliography/motion-i791fac1.html#TT205916"} @article{bb210838, AUTHOR = "Pascual Montano, A. and Carazo, J.M. and Kochi, K. and Lehmann, D. and Pascual Marqui, R.D.", TITLE = "Nonsmooth Nonnegative Matrix Factorization (nsNMF)", JOURNAL = PAMI, VOLUME = "28", YEAR = "2006", NUMBER = "3", MONTH = "March", PAGES = "403-415", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT205917"} @article{bb210839, AUTHOR = "Okatani, T. and Deguchi, K.", TITLE = "On the Wiberg Algorithm for Matrix Factorization in the Presence of Missing Components", JOURNAL = IJCV, VOLUME = "72", YEAR = "2007", NUMBER = "3", MONTH = "May", PAGES = "329-337", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT205918"} @inproceedings{bb210840, 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 = 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"http://www.visionbib.com/bibliography/motion-i791fac1.html#TT205921"} @article{bb210844, AUTHOR = "Boutsidis, C. and Gallopoulos, E.", TITLE = "SVD based initialization: A head start for nonnegative matrix factorization", JOURNAL = PR, VOLUME = "41", YEAR = "2008", NUMBER = "4", MONTH = "April", PAGES = "1350-1362", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT205922"} @article{bb210845, 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#TT205923"} @article{bb210846, 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", 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"http://www.visionbib.com/bibliography/motion-i791fac1.html#TT205927"} @article{bb210850, 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#TT205928"} @article{bb210851, 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#TT205929"} @article{bb210852, 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#TT205930"} @article{bb210853, 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#TT205931"} @article{bb210854, 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#TT205932"} @article{bb210855, 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#TT205933"} @article{bb210856, 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#TT205934"} @article{bb210857, 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#TT205935"} @article{bb210858, 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#TT205936"} @article{bb210859, 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#TT205937"} @article{bb210860, 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#TT205938"} @inproceedings{bb210861, AUTHOR = "Sandler, R. and Lindenbaum, M.", TITLE = "Nonnegative Matrix Factorization with Earth Mover's Distance metric", BOOKTITLE = CVPR09, YEAR = "2009", PAGES = "1873-1880", BIBSOURCE = 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PRL, VOLUME = "32", YEAR = "2011", NUMBER = "14", MONTH = "October", PAGES = "1822-1835", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT205942"} @article{bb210865, 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#TT205943"} @article{bb210866, 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#TT205944"} @article{bb210867, 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#TT205945"} @article{bb210868, 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#TT205946"} @article{bb210869, 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#TT205947"} @article{bb210870, 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#TT205948"} @article{bb210871, 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#TT205949"} @article{bb210872, 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#TT205950"} @article{bb210873, 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#TT205951"} @article{bb210874, 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#TT205952"} @article{bb210875, 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#TT205953"} @article{bb210876, 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#TT205954"} @article{bb210877, AUTHOR = "Liu, Y.G. and Liu, B.B. and Pu, Y.F. 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#TT205955"} @article{bb210878, 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#TT205956"} @article{bb210879, 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#TT205957"} @article{bb210880, 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#TT205958"} @article{bb210881, 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#TT205959"} @article{bb210882, 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#TT205960"} @inproceedings{bb210883, 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#TT205961"} @article{bb210884, 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#TT205962"} @inproceedings{bb210885, 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#TT205963"} @article{bb210886, 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#TT205964"} @article{bb210887, 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#TT205965"} @article{bb210888, 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#TT205966"} @inproceedings{bb210889, 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#TT205967"} @article{bb210890, 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#TT205968"} @article{bb210891, 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#TT205969"} @article{bb210892, 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#TT205970"} @article{bb210893, 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#TT205971"} @article{bb210894, 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#TT205972"} @inproceedings{bb210895, 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#TT205973"} @article{bb210896, AUTHOR = "Zhou, G.X. and Cichocki, A. and Zhao, Q.B. and Xie, S.L.", TITLE = "Nonnegative Matrix and Tensor Factorizations: An algorithmic perspective", JOURNAL = SPMag, VOLUME = "31", YEAR = "2014", NUMBER = "3", MONTH = "May", PAGES = "54-65", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT205974"} @article{bb210897, AUTHOR = "Zhou, G.X. and Cichocki, A. and Zhao, Q.B. and Xie, S.L.", TITLE = "Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness", JOURNAL = IP, VOLUME = "24", YEAR = "2015", NUMBER = "12", MONTH = "December", PAGES = "4990-5003", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT205975"} @article{bb210898, 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#TT205976"} @article{bb210899, 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#TT205977"}