@article{bb168000, AUTHOR = "Zhang, W. and Fu, K. and Sun, X. and Zhang, Y.H. and Sun, H. and Wang, H.Q.", TITLE = "Joint optimisation convex-negative matrix factorisation for multi-modal image collection summarisation based on images and tags", JOURNAL = IET-CV, VOLUME = "13", YEAR = "2019", NUMBER = "2", MONTH = "March", PAGES = "125-130", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163415"} @article{bb168001, AUTHOR = "Fu, X. and Huang, K. and Sidiropoulos, N.D. and Ma, W.", TITLE = "Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications", JOURNAL = SPMag, VOLUME = "36", YEAR = "2019", NUMBER = "2", MONTH = "March", PAGES = "59-80", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163416"} @article{bb168002, AUTHOR = "Xiong, H. and Kong, D.", TITLE = "Elastic nonnegative matrix factorization", JOURNAL = PR, VOLUME = "90", YEAR = "2019", PAGES = "464-475", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163417"} @article{bb168003, AUTHOR = "Tichy, O. and Bodiova, L. and Smidl, V.", TITLE = "Bayesian Non-Negative Matrix Factorization With Adaptive Sparsity and Smoothness Prior", JOURNAL = SPLetters, VOLUME = "26", YEAR = "2019", NUMBER = "3", MONTH = "March", PAGES = "510-514", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163418"} @article{bb168004, AUTHOR = "Kohjima, M. and Matsubayashi, T. and Sawada, H.", TITLE = "Learning of Nonnegative Matrix Factorization Models for Inconsistent Resolution Dataset Analysis", JOURNAL = IEICE, VOLUME = "E102-D", YEAR = "2019", NUMBER = "4", MONTH = "April", PAGES = "715-723", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163419"} @article{bb168005, AUTHOR = "Atif, S.M. and Qazi, S. and Gillis, N.", TITLE = "Improved SVD-based initialization for nonnegative matrix factorization using low-rank correction", JOURNAL = PRL, VOLUME = "122", YEAR = "2019", PAGES = "53-59", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163420"} @article{bb168006, AUTHOR = "Pan, J.J. and Gillis, N.", TITLE = "Generalized Separable Nonnegative Matrix Factorization", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "5", MONTH = "May", PAGES = "1546-1561", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163421"} @article{bb168007, AUTHOR = "Gong, M. and Jiang, X. and Li, H. and Tan, K.C.", TITLE = "Multiobjective Sparse Non-Negative Matrix Factorization", JOURNAL = Cyber, VOLUME = "49", YEAR = "2019", NUMBER = "8", MONTH = "August", PAGES = "2941-2954", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163422"} @article{bb168008, AUTHOR = "Vanegas, J.A. and Escalante, H.J. and Gonzalez, F.A.", TITLE = "Scalable multi-label annotation via semi-supervised kernel semantic embedding", JOURNAL = PRL, VOLUME = "123", YEAR = "2019", PAGES = "97-103", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163423"} @inproceedings{bb168009, AUTHOR = "Vanegas, J.A. and Escalante, H.J. and Gonzalez, F.A.", TITLE = "Semi-supervised Online Kernel Semantic Embedding for Multi-label Annotation", BOOKTITLE = CIARP17, YEAR = "2017", PAGES = "693-701", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163424"} @inproceedings{bb168010, AUTHOR = "Otalora Montenegro, S. and Perez Rubiano, S.A. and Gonzalez, F.A.", TITLE = "Online Matrix Factorization for Space Embedding Multilabel Annotation", BOOKTITLE = CIARP13, YEAR = "2013", PAGES = "I:343-350", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163425"} @article{bb168011, AUTHOR = "Akyildiz, O.D. and Miguez, J.", TITLE = "Dictionary filtering: a probabilistic approach to online matrix factorisation", JOURNAL = SIViP, VOLUME = "13", YEAR = "2019", NUMBER = "4", MONTH = "June", PAGES = "737-744", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163426"} @article{bb168012, AUTHOR = "Kaloorazi, M.F. and Chen, J.", TITLE = "Randomized Truncated Pivoted QLP Factorization for Low-Rank Matrix Recovery", JOURNAL = SPLetters, VOLUME = "26", YEAR = "2019", NUMBER = "7", MONTH = "July", PAGES = "1075-1079", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163427"} @article{bb168013, AUTHOR = "Crannell, A. and Frantz, M. and Futamura, F.", TITLE = "Factoring a Homography to Analyze Projective Distortion", JOURNAL = JMIV, VOLUME = "61", YEAR = "2019", NUMBER = "7", MONTH = "September", PAGES = "967-989", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163428"} @article{bb168014, AUTHOR = "Belachew, M.T.", TITLE = "Efficient algorithm for sparse symmetric nonnegative matrix factorization", JOURNAL = PRL, VOLUME = "125", YEAR = "2019", PAGES = "735-741", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163429"} @article{bb168015, AUTHOR = "Tosyali, A. and Kim, J.H. and Choi, J. and Jeong, M.K.", TITLE = "Regularized asymmetric nonnegative matrix factorization for clustering in directed networks", JOURNAL = PRL, VOLUME = "125", YEAR = "2019", PAGES = "750-757", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163430"} @article{bb168016, AUTHOR = "Pang, M. and Cheung, Y.M. and Liu, R.S. and Lou, J. and Lin, C.", TITLE = "Toward Efficient Image Representation: Sparse Concept Discriminant Matrix Factorization", JOURNAL = CirSysVideo, VOLUME = "29", YEAR = "2019", NUMBER = "11", MONTH = "November", PAGES = "3184-3198", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163431"} @inproceedings{bb168017, AUTHOR = "Pang, M. and Lin, C. and Liu, R.S. and Fan, X. and Jiang, J.F. and Luo, Z.X.", TITLE = "Sparse concept discriminant matrix factorization for image representation", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "1255-1259", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163432"} @article{bb168018, AUTHOR = "Yi, Y.G. and Wang, J.Z. and Zhou, W. and Zheng, C.X. and Kong, J. and Qiao, S.J.", TITLE = "Non-Negative Matrix Factorization With Locality Constrained Adaptive Graph", JOURNAL = CirSysVideo, VOLUME = "30", YEAR = "2020", NUMBER = "2", MONTH = "February", PAGES = "427-441", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163433"} @article{bb168019, AUTHOR = "Yi, Y.G. and Chen, Y.Q. and Wang, J.Z. and Lei, G. and Dai, J.Y. and Zhang, H.H.", TITLE = "Joint feature representation and classification via adaptive graph semi-supervised nonnegative matrix factorization", JOURNAL = SP:IC, VOLUME = "89", YEAR = "2020", PAGES = "115984", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163434"} @article{bb168020, AUTHOR = "Yi, C. and Zhao, Y.Q. and Chan, J.C.W. and Kong, S.G.", TITLE = "Joint Spatial-spectral Resolution Enhancement of Multispectral Images with Spectral Matrix Factorization and Spatial Sparsity Constraints", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "6", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163435"} @article{bb168021, AUTHOR = "Teboulle, M. and Vaisbourd, Y.", TITLE = "Novel Proximal Gradient Methods for Nonnegative Matrix Factorization with Sparsity Constraints", JOURNAL = SIIMS, VOLUME = "13", YEAR = "2020", NUMBER = "1", PAGES = "381-421", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163436"} @article{bb168022, AUTHOR = "Xu, S. and Zhang, C.X. and Zhang, J.S.", TITLE = "Adaptive quantile low-rank matrix factorization", JOURNAL = PR, VOLUME = "103", YEAR = "2020", PAGES = "107310", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163437"} @article{bb168023, AUTHOR = "Xiong, Y.J. and Xu, Y. and Shu, X.", TITLE = "Cross-view hashing via supervised deep discrete matrix factorization", JOURNAL = PR, VOLUME = "103", YEAR = "2020", PAGES = "107270", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163438"} @article{bb168024, AUTHOR = "Pu, J. and Panagakis, Y. and Petridis, S. and Shen, J. and Pantic, M.", TITLE = "Blind Audio-Visual Localization and Separation via Low-Rank and Sparsity", JOURNAL = Cyber, VOLUME = "50", YEAR = "2020", NUMBER = "5", MONTH = "May", PAGES = "2288-2301", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163439"} @article{bb168025, AUTHOR = "Haeffele, B.D. and Vidal, R.", TITLE = "Structured Low-Rank Matrix Factorization: Global Optimality, Algorithms, and Applications", JOURNAL = PAMI, VOLUME = "42", YEAR = "2020", NUMBER = "6", MONTH = "June", PAGES = "1468-1482", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163440"} @inproceedings{bb168026, AUTHOR = "Lane, C. and Haeffele, B.D. and Vidal, R.", TITLE = "Adaptive Online k-Subspaces with Cooperative Re-Initialization", BOOKTITLE = RSL-CV19, YEAR = "2019", PAGES = "678-688", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163441"} @article{bb168027, AUTHOR = "Gouvert, O. and Oberlin, T. and Fevotte, C.", TITLE = "Negative Binomial Matrix Factorization", JOURNAL = SPLetters, VOLUME = "27", YEAR = "2020", PAGES = "815-819", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163442"} @article{bb168028, AUTHOR = "Su, Y. and Hong, D. and Li, Y. and Jing, P.", TITLE = "Low-Rank Regularized Deep Collaborative Matrix Factorization for Micro-Video Multi-Label Classification", JOURNAL = SPLetters, VOLUME = "27", YEAR = "2020", PAGES = "740-744", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163443"} @article{bb168029, AUTHOR = "Zhang, S. and Soubies, E. and Fevotte, C.", TITLE = "On the Identifiability of Transform Learning for Non-Negative Matrix Factorization", JOURNAL = SPLetters, VOLUME = "27", YEAR = "2020", PAGES = "1555-1559", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163444"} @article{bb168030, AUTHOR = "Xue, F. and Wang, W.B. and Zhou, W.J. and Zeng, T. and Yang, T.", TITLE = "Cross-modal retrieval via label category supervised matrix factorization hashing", JOURNAL = PRL, VOLUME = "138", YEAR = "2020", PAGES = "469-475", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163445"} @article{bb168031, AUTHOR = "Wu, J. and Luo, F. and Zhang, Y. and Wang, H.", TITLE = "Semi-discrete Matrix Factorization", JOURNAL = IEEE_Int_Sys, VOLUME = "35", YEAR = "2020", NUMBER = "5", MONTH = "September", PAGES = "73-83", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163446"} @article{bb168032, AUTHOR = "Peng, S.Y. and Ser, W. and Chen, B.D. and Lin, Z.P.", TITLE = "Robust semi-supervised nonnegative matrix factorization for image clustering", JOURNAL = PR, VOLUME = "111", YEAR = "2021", PAGES = "107683", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163447"} @article{bb168033, AUTHOR = "Ma, J.Q. and Zhang, Y.P. and Zhang, L.F.", TITLE = "Discriminative subspace matrix factorization for multiview data clustering", JOURNAL = PR, VOLUME = "111", YEAR = "2021", PAGES = "107676", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163448"} @article{bb168034, AUTHOR = "Tian, M. and Leng, C. and Wu, H. and Basu, A.", TITLE = "Total Variation Constrained Graph-Regularized Convex Non-Negative Matrix Factorization for Data Representation", JOURNAL = SPLetters, VOLUME = "28", YEAR = "2021", PAGES = "126-130", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163449"} @article{bb168035, AUTHOR = "Hedjam, R. and Abdesselam, A. and Melgani, F.", TITLE = "NMF with feature relationship preservation penalty term for clustering problems", JOURNAL = PR, VOLUME = "112", YEAR = "2021", PAGES = "107814", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163450"} @article{bb168036, AUTHOR = "Yang, B. and Zhang, X. and Nie, F. and Wang, F. and Yu, W. and Wang, R.", TITLE = "Fast Multi-View Clustering via Nonnegative and Orthogonal Factorization", JOURNAL = IP, VOLUME = "30", YEAR = "2021", PAGES = "2575-2586", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163451"} @article{bb168037, AUTHOR = "Zhang, C.H. and Zhang, S.H.", TITLE = "Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "4", MONTH = "April", PAGES = "1184-1196", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163452"} @article{bb168038, AUTHOR = "Liu, S. and Feng, J. and Tian, Z.Q.", TITLE = "Variational Low-Rank Matrix Factorization with Multi-Patch Collaborative Learning for Hyperspectral Imagery Mixed Denoising", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "6", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163453"} @inproceedings{bb168039, AUTHOR = "Peng, C. and Chen, C. and Kang, Z. and Li, J.B. and Cheng, Q.A.", TITLE = "RES-PCA: A Scalable Approach to Recovering Low-Rank Matrices", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "7309-7317", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163454"} @inproceedings{bb168040, AUTHOR = "Zheng, H. and Liang, Z. and Tian, F. and Ming, Z.", TITLE = "NMF-Based Comprehensive Latent Factor Learning with Multiview Data", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "489-493", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163455"} @inproceedings{bb168041, AUTHOR = "Wen, J. and Zhang, Z. and Xu, Y. and Zhong, Z.F.", TITLE = "Incomplete Multi-view Clustering via Graph Regularized Matrix Factorization", BOOKTITLE = CEFR-LCV18, YEAR = "2018", PAGES = "IV:593-608", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163456"} @inproceedings{bb168042, AUTHOR = "Pan, J. and Ng, M.K. and Zhang, X.", TITLE = "Structured Convex Optimization Method for Orthogonal Nonnegative Matrix Factorization", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "459-464", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163457"} @inproceedings{bb168043, AUTHOR = "Hwang, S.J. and Kim, H.J. and Ravi, S.N. and Collins, M.D. and Tao, Z. and Singh, V.", TITLE = "Tensorize, Factorize and Regularize: Robust Visual Relationship Learning", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "1014-1023", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163458"} @inproceedings{bb168044, AUTHOR = "Giampouras, P.V. and Rontogiannis, A.A. and Koutroumbas, K.D.", TITLE = "Robust PCA via Alternating Iteratively Reweighted Low-Rank Matrix Factorization", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "3383-3387", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163459"} @inproceedings{bb168045, AUTHOR = "An, S.", TITLE = "Multi-Task Nonnegative Matrix Factorization", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "2272-2275", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163460"} @inproceedings{bb168046, AUTHOR = "Sun, Y. and Liu, X. and Liang, L.", TITLE = "Retrain-free fully connected layer optimization using matrix factorization", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "3914-3918", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163461"} @inproceedings{bb168047, AUTHOR = "Tepper, M. and Sapiro, G.", TITLE = "Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "655-663", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163462"} @inproceedings{bb168048, AUTHOR = "Larsson, V. and Olsson, C.", TITLE = "Compact Matrix Factorization with Dependent Subspaces", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "4361-4370", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163463"} @inproceedings{bb168049, AUTHOR = "Ithapu, V.K. and Kondor, R. and Johnson, S.C. and Singh, V.", TITLE = "The Incremental Multiresolution Matrix Factorization Algorithm", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "692-701", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163464"} @inproceedings{bb168050, AUTHOR = "Bao, Y.Y. and Liu, H.W.", TITLE = "Nonmonotone projected Barzilai-Borwein method for compressed sensing", BOOKTITLE = ICIVC17, YEAR = "2017", PAGES = "756-760", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163465"} @inproceedings{bb168051, AUTHOR = "Kohjima, M. and Matsubayashi, T. and Sawada, H.", TITLE = "Non-negative multiple matrix factorization with Euclidean and Kullback-Leibler mixed divergences", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "2515-2520", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163466"} @inproceedings{bb168052, AUTHOR = "Lan, C. and Li, X. and Deng, Y. and Amand, J.S. and Huan, J.", TITLE = "A PAC bound for joint matrix completion based on Partially Collective Matrix Factorization", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "2628-2633", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163467"} @inproceedings{bb168053, AUTHOR = "Tripodi, R. and Vascon, S. and Pelillo, M.", TITLE = "Context aware nonnegative matrix factorization clustering", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "1719-1724", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163468"} @inproceedings{bb168054, AUTHOR = "Lemaitre, F. and Lacassagne, L.", TITLE = "Batched Cholesky factorization for tiny matrices", BOOKTITLE = DASIP16, YEAR = "2016", PAGES = "130-137", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163469"} @inproceedings{bb168055, AUTHOR = "Luo, Q. and Han, Z. and Chen, X. and Wang, Y. and Meng, D.Y. and Liang, D. and Tang, Y.D.", TITLE = "Tensor RPCA by Bayesian CP Factorization with Complex Noise", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "5029-5038", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163470"} @inproceedings{bb168056, AUTHOR = "Chen, X. and Han, Z. and Wang, Y. and Zhao, Q. and Meng, D.Y. and Tang, Y.D.", TITLE = "Robust Tensor Factorization with Unknown Noise", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "5213-5221", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163471"} @inproceedings{bb168057, AUTHOR = "Meng, D.Y. and de la Torre, F.", TITLE = "Robust Matrix Factorization with Unknown Noise", BOOKTITLE = ICCV13, YEAR = "2013", PAGES = "1337-1344", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163472"} @inproceedings{bb168058, AUTHOR = "Bampis, C.G. and Maragos, P. and Bovik, A.C.", TITLE = "Projective non-negative matrix factorization for unsupervised graph clustering", BOOKTITLE = ICIP16, YEAR = "2016", PAGES = "1255-1258", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163473"} @inproceedings{bb168059, AUTHOR = "Hong, J.H. and Fitzgibbon, A.", TITLE = "Secrets of Matrix Factorization: Approximations, Numerics, Manifold Optimization and Random Restarts", BOOKTITLE = ICCV15, YEAR = "2015", PAGES = "4130-4138", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163474"} @inproceedings{bb168060, AUTHOR = "Wang, T.C. and Ye, T.Q. and Gurrin, C.", TITLE = "Transfer Nonnegative Matrix Factorization for Image Representation", BOOKTITLE = MMMod16, YEAR = "2016", PAGES = "II: 3-14", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163475"} @inproceedings{bb168061, AUTHOR = "Wang, Z.F. and Kong, X.W. and Fu, H.Y. and Li, M. and Zhang, Y.", TITLE = "Feature extraction via multi-view non-negative matrix factorization with local graph regularization", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "3500-3504", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163476"} @inproceedings{bb168062, AUTHOR = "Turkan, M. and Alain, M. and Thoreau, D. and Guillotel, P. and Guillemot, C.", TITLE = "Epitomic image factorization via neighbor-embedding", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "4141-4145", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163477"} @inproceedings{bb168063, AUTHOR = "Paez Torres, A.E. and Gonzalez, F.A.", TITLE = "Online Kernel Matrix Factorization", BOOKTITLE = CIARP15, YEAR = "2015", PAGES = "651-658", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163478"} @inproceedings{bb168064, AUTHOR = "Beltran, V. and Vanegas, J.A. and Gonzalez, F.A.", TITLE = "Semi-supervised Dimensionality Reduction via Multimodal Matrix Factorization", BOOKTITLE = CIARP15, YEAR = "2015", PAGES = "676-682", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163479"} @inproceedings{bb168065, AUTHOR = "Chen, P.X. and Wang, N.Y. and Zhang, N.L. and Yeung, D.Y.", TITLE = "Bayesian adaptive matrix factorization with automatic model selection", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "1284-1292", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163480"} @inproceedings{bb168066, AUTHOR = "Oskarsson, M. and Batstone, K. and Astrom, K.", TITLE = "Trust No One: Low Rank Matrix Factorization Using Hierarchical RANSAC", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "5820-5829", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163481"} @inproceedings{bb168067, AUTHOR = "Jiang, F.Y. and Oskarsson, M. and Astrom, K.", TITLE = "On the minimal problems of low-rank matrix factorization", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "2549-2557", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163482"} @inproceedings{bb168068, AUTHOR = "Huang, S. and Elhoseiny, M. and Elgammal, A.M. and Yang, D.", TITLE = "Improving non-negative matrix factorization via ranking its bases", BOOKTITLE = ICIP14, YEAR = "2014", PAGES = "5951-5955", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163483"} @inproceedings{bb168069, AUTHOR = "Zafeiriou, L. and Nikitidis, S. and Zafeiriou, S.P. and Pantic, M.", TITLE = "Slow features nonnegative matrix factorization for temporal data decomposition", BOOKTITLE = ICIP14, YEAR = "2014", PAGES = "1430-1434", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163484"} @inproceedings{bb168070, AUTHOR = "Nourbakhsh, F. and Bulo, S.R. and Pelillo, M.", TITLE = "A Matrix Factorization Approach to Graph Compression", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "76-81", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163485"} @inproceedings{bb168071, AUTHOR = "Chaudhari, S. and Murty, M.N.", TITLE = "Average Overlap for Clustering Incomplete Data Using Symmetric Non-negative Matrix Factorization", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "1431-1436", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163486"} @inproceedings{bb168072, AUTHOR = "Zen, G. and Ricci, E. and Sebe, N.", TITLE = "Simultaneous Ground Metric Learning and Matrix Factorization with Earth Mover's Distance", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "3690-3695", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163487"} @inproceedings{bb168073, AUTHOR = "Shu, X.B. and Porikli, F.M. and Ahuja, N.", TITLE = "Robust Orthonormal Subspace Learning: Efficient Recovery of Corrupted Low-Rank Matrices", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "3874-3881", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163488"} @inproceedings{bb168074, AUTHOR = "Li, Y.M. and Yang, M. and Zhang, Z.F.", TITLE = "Coordinate Ranking Regularized Non-negative Matrix Factorization", BOOKTITLE = ACPR13, YEAR = "2013", PAGES = "215-219", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163489"} @inproceedings{bb168075, AUTHOR = "Qin, Z. and van Beek, P. and Chen, X.", TITLE = "Direct Matrix Factorization and Alignment Refinement: Application to Defect Detection", BOOKTITLE = CRV14, YEAR = "2014", PAGES = "135-142", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163490"} @inproceedings{bb168076, AUTHOR = "Guo, W.W. and Hu, W.D. and Boulgouris, N.V. and Patras, I.", TITLE = "Semi-supervised visual recognition with constrained graph regularized non negative matrix factorization", BOOKTITLE = ICIP13, YEAR = "2013", PAGES = "2743-2747", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163491"} @inproceedings{bb168077, AUTHOR = "Liu, L. and Comar, P.M. and Saha, S. and Tan, P.N. and Nucci, A.", TITLE = "Recursive NMF: Efficient label tree learning for large multi-class problems", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "2148-2151", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163492"} @inproceedings{bb168078, AUTHOR = "Xie, S.N. and Lu, H.T. and He, Y.C.", TITLE = "Multi-task co-clustering via nonnegative matrix factorization", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "2954-2958", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163493"} @inproceedings{bb168079, AUTHOR = "Wang, N.Y. and Yeung, D.Y.", TITLE = "Bayesian Robust Matrix Factorization for Image and Video Processing", BOOKTITLE = ICCV13, YEAR = "2013", PAGES = "1785-1792", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163494"} @inproceedings{bb168080, AUTHOR = "Wang, N.Y. and Yao, T.S. and Wang, J.D. and Yeung, D.Y.", TITLE = "A Probabilistic Approach to Robust Matrix Factorization", BOOKTITLE = ECCV12, YEAR = "2012", PAGES = "VII: 126-139", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163495"} @inproceedings{bb168081, AUTHOR = "Zdunek, R.", TITLE = "Trust-Region Algorithm for Nonnegative Matrix Factorization with Alpha- and Beta-Divergences", BOOKTITLE = DAGM12, YEAR = "2012", PAGES = "226-235", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163496"} @inproceedings{bb168082, AUTHOR = "Wang, D. and Lu, H.C.", TITLE = "Incremental orthogonal projective non-negative matrix factorization and its applications", BOOKTITLE = ICIP11, YEAR = "2011", PAGES = "2077-2080", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163497"} @inproceedings{bb168083, AUTHOR = "Kumar, V.B.G. and Patras, I. and Kotsia, I.", TITLE = "Max-Margin Semi-NMF", BOOKTITLE = BMVC11, YEAR = "2011", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163498"} @inproceedings{bb168084, AUTHOR = "Gupta, M.D. and Xiao, J.", TITLE = "Non-negative matrix factorization as a feature selection tool for maximum margin classifiers", BOOKTITLE = CVPR11, YEAR = "2011", PAGES = "2841-2848", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163499"} @inproceedings{bb168085, AUTHOR = "Kirbiz, S. and Cemgil, A.T. and Gunsel, B.", TITLE = "Bayesian Inference for Nonnegative Matrix Factor Deconvolution Models", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "2812-2815", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163500"} @inproceedings{bb168086, AUTHOR = "Jammalamadaka, A. and Joshi, S. and Karthikeyan, S. and Manjunath, B.S.", TITLE = "Discriminative Basis Selection Using Non-negative Matrix Factorization", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "1533-1536", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163501"} @inproceedings{bb168087, AUTHOR = "Karthikeyan, S. and Joshi, S. and Manjunath, B.S. and Grafton, S.", TITLE = "Intra-class multi-output regression based subspace analysis", BOOKTITLE = ICIP12, YEAR = "2012", PAGES = "1173-1176", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163502"} @inproceedings{bb168088, AUTHOR = "Vadivel, K.S. and Sargin, M.E. and Joshi, S. and Manjunath, B.S. and Grafton, S.", TITLE = "Generalized subspace based high dimensional density estimation", BOOKTITLE = ICIP11, YEAR = "2011", PAGES = "1849-1852", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163503"} @inproceedings{bb168089, AUTHOR = "Joshi, S. and Karthikeyan, S. and Manjunath, B.S. and Grafton, S. and Kiehl, K.A.", TITLE = "Anatomical parts-based regression using non-negative matrix factorization", BOOKTITLE = CVPR10, YEAR = "2010", PAGES = "2863-2870", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163504"} @inproceedings{bb168090, AUTHOR = "Gu, Q.Q. and Zhou, J.", TITLE = "Two Dimensional Nonnegative Matrix Factorization", BOOKTITLE = ICIP09, YEAR = "2009", PAGES = "2069-2072", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163505"} @inproceedings{bb168091, AUTHOR = "Gu, Q.Q. and Zhou, J.", TITLE = "Neighborhood Preserving Nonnegative Matrix Factorization", BOOKTITLE = BMVC09, YEAR = "2009", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163506"} @inproceedings{bb168092, AUTHOR = "Gu, Q.Q. and Zhou, J.", TITLE = "Multiple Kernel Maximum Margin Criterion", BOOKTITLE = ICIP09, YEAR = "2009", PAGES = "2049-2052", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163507"} @inproceedings{bb168093, AUTHOR = "Tang, J. and Lewis, P.H.", TITLE = "Non-negative matrix factorisation for object class discovery and image auto-annotation", BOOKTITLE = CIVR08, YEAR = "2008", PAGES = "105-112", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163508"} @inproceedings{bb168094, AUTHOR = "Tang, J. and Lewis, P.H.", TITLE = "Using multiple segmentations for image auto-annotation", BOOKTITLE = CIVR07, YEAR = "2007", PAGES = "581-586", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163509"} @inproceedings{bb168095, AUTHOR = "Li, L. and Zhang, Y.J.", TITLE = "FastNMF: A fast monotonic fixed-point non-negative Matrix Factorization algorithm with high ease of use", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163510"} @inproceedings{bb168096, AUTHOR = "Rodrigues, J.J. and Aguiar, P.M.Q. and Xavier, J.M.F.", TITLE = "ANSIG: An analytic signature for permutation-invariant two-dimensional shape representation", BOOKTITLE = CVPR08, YEAR = "2008", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163511"} @inproceedings{bb168097, AUTHOR = "Aguiar, P.M.Q. and Xavier, J.M.F. and Stosic, M.", TITLE = "Spectrally optimal factorization of incomplete matrices", BOOKTITLE = CVPR08, YEAR = "2008", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163512"} @inproceedings{bb168098, AUTHOR = "Aguiar, P.M.Q. and Xavier, J.M.F. and Stosic, M.", TITLE = "Globally optimal solution to exploit rigidity when recovering structure from motion under occlusion", BOOKTITLE = ICIP08, YEAR = "2008", PAGES = "197-200", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163513"} @inproceedings{bb168099, AUTHOR = "Aguiar, P.M.Q. and Miranda, A.R. and de Castro, N.", TITLE = "Occlusion-Based Accurate Silhouettes from Video Streams", BOOKTITLE = ICIAR06, YEAR = "2006", PAGES = "I: 816-826", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT163514"}