@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"}