@article{bb183500, AUTHOR = "Huang, S. and Wang, H.X. and Ge, Y.X. and Huangfu, L. and Zhang, X.H. and Yang, D.", TITLE = "Improved hypergraph regularized Nonnegative Matrix Factorization with sparse representation", JOURNAL = PRL, VOLUME = "102", YEAR = "2018", PAGES = "8-14", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178798"} @article{bb183501, AUTHOR = "Zhu, W.J. and Yan, Y.", TITLE = "Label and orthogonality regularized non-negative matrix factorization for image classification", JOURNAL = SP:IC, VOLUME = "62", YEAR = "2018", PAGES = "139-148", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178799"} @article{bb183502, AUTHOR = "Zhu, W.J. and Yan, Y.", TITLE = "Non-negative matrix factorization via discriminative label embedding for pattern classification", JOURNAL = JVCIR, VOLUME = "55", YEAR = "2018", PAGES = "477-488", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178800"} @article{bb183503, AUTHOR = "Tan, Q. and Yang, P. and He, J.R.", TITLE = "Feature co-shrinking for co-clustering", JOURNAL = PR, VOLUME = "77", YEAR = "2018", PAGES = "12-19", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178801"} @article{bb183504, AUTHOR = "Erichson, N.B. and Mendible, A. and Wihlborn, S. and Kutz, J.N.", TITLE = "Randomized nonnegative matrix factorization", JOURNAL = PRL, VOLUME = "104", YEAR = "2018", PAGES = "1-7", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178802"} @article{bb183505, AUTHOR = "Markopoulos, P.P. and Chachlakis, D.G. and Papalexakis, E.E.", TITLE = "The Exact Solution to Rank-1 L1-Norm TUCKER2 Decomposition", JOURNAL = SPLetters, VOLUME = "25", YEAR = "2018", NUMBER = "4", MONTH = "April", PAGES = "511-515", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178803"} @article{bb183506, AUTHOR = "Fang, Y.X. and Zhang, H.X. and Ren, Y.", TITLE = "Graph regularised sparse NMF factorisation for imagery de-noising", JOURNAL = IET-CV, VOLUME = "12", YEAR = "2018", NUMBER = "4", MONTH = "June", PAGES = "466-475", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178804"} @article{bb183507, AUTHOR = "Fang, Y.X. and Ren, Y. and Zhang, H.X.", TITLE = "Semantic convex matrix factorisation for cross-media retrieval", JOURNAL = IET-IPR, VOLUME = "13", YEAR = "2019", NUMBER = "1", MONTH = "January", PAGES = "196-205", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178805"} @article{bb183508, AUTHOR = "Wen, J. and Zhang, B. and Xu, Y. and Yang, J. and Han, N.", TITLE = "Adaptive weighted nonnegative low-rank representation", JOURNAL = PR, VOLUME = "81", YEAR = "2018", PAGES = "326-340", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178806"} @article{bb183509, AUTHOR = "Song, M.H. and Peng, Y.X. and Jiang, T. and Li, J. and Zhang, S.S.", TITLE = "Accelerated image factorization based on improved NMF algorithm", JOURNAL = RealTimeIP, VOLUME = "15", YEAR = "2018", NUMBER = "1", MONTH = "June", PAGES = "93-105", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178807"} @article{bb183510, AUTHOR = "Chen, Y. and Zhang, H. and Zhang, X. and Liu, R.", TITLE = "Regularized Semi-non-negative Matrix Factorization for Hashing", JOURNAL = MultMed, VOLUME = "20", YEAR = "2018", NUMBER = "7", MONTH = "July", PAGES = "1823-1836", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178808"} @article{bb183511, AUTHOR = "He, Z. and Yuan, X.", TITLE = "Block Iteratively Reweighted Algorithms for Robust Symmetric Nonnegative Matrix Factorization", JOURNAL = SPLetters, VOLUME = "25", YEAR = "2018", NUMBER = "10", MONTH = "October", PAGES = "1510-1514", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178809"} @article{bb183512, AUTHOR = "Pang, J. and Huang, J. and Yang, X. and Wang, Z. and Yu, H. and Huang, Q. and Yin, B.", TITLE = "Discovering Fine-Grained Spatial Pattern From Taxi Trips: Where Point Process Meets Matrix Decomposition and Factorization", JOURNAL = ITS, VOLUME = "19", YEAR = "2018", NUMBER = "10", MONTH = "October", PAGES = "3208-3219", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178810"} @article{bb183513, AUTHOR = "Huang, Z.W. and Wang, R.P. and Li, X.Q. and Liu, W.X. and Shan, S.G. and Van Gool, L.J. and Chen, X.L.", TITLE = "Geometry-Aware Similarity Learning on SPD Manifolds for Visual Recognition", JOURNAL = CirSysVideo, VOLUME = "28", YEAR = "2018", NUMBER = "10", MONTH = "October", PAGES = "2513-2523", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178811"} @article{bb183514, AUTHOR = "Guan, N.Y. and Liu, T. and Zhang, Y. and Tao, D.C. and Davis, L.S.", TITLE = "Truncated Cauchy Non-Negative Matrix Factorization", JOURNAL = PAMI, VOLUME = "41", YEAR = "2019", NUMBER = "1", MONTH = "January", PAGES = "246-259", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178812"} @article{bb183515, AUTHOR = "Park, D. and Kyrillidis, A. and Caramanis, C. and Sanghavi, S.", TITLE = "Finding Low-Rank Solutions via Nonconvex Matrix Factorization, Efficiently and Provably", JOURNAL = SIIMS, VOLUME = "11", YEAR = "2018", NUMBER = "4", PAGES = "2165-2204", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178813"} @article{bb183516, AUTHOR = "Zhang, W.K. 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#TT178814"} @article{bb183517, 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#TT178815"} @article{bb183518, 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#TT178816"} @article{bb183519, 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#TT178817"} @article{bb183520, 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#TT178818"} @article{bb183521, 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#TT178819"} @article{bb183522, 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#TT178820"} @article{bb183523, 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#TT178821"} @inproceedings{bb183524, 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#TT178822"} @inproceedings{bb183525, 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#TT178823"} @article{bb183526, 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#TT178824"} @article{bb183527, 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#TT178825"} @article{bb183528, 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#TT178826"} @article{bb183529, 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#TT178827"} @article{bb183530, 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#TT178828"} @article{bb183531, 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#TT178829"} @inproceedings{bb183532, 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#TT178830"} @article{bb183533, 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#TT178831"} @article{bb183534, 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#TT178832"} @article{bb183535, 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#TT178833"} @article{bb183536, 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#TT178834"} @article{bb183537, 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#TT178835"} @article{bb183538, 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#TT178836"} @article{bb183539, 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#TT178837"} @article{bb183540, 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#TT178838"} @inproceedings{bb183541, 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#TT178839"} @article{bb183542, 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#TT178840"} @article{bb183543, 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#TT178841"} @article{bb183544, 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#TT178842"} @article{bb183545, 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#TT178843"} @article{bb183546, 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#TT178844"} @article{bb183547, 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#TT178845"} @article{bb183548, 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#TT178846"} @article{bb183549, 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#TT178847"} @article{bb183550, 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#TT178848"} @article{bb183551, 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#TT178849"} @article{bb183552, 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#TT178850"} @article{bb183553, 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#TT178851"} @article{bb183554, AUTHOR = "Zhao, Y. and Wang, H.Y. and Pei, J.H.", TITLE = "Deep Non-Negative Matrix Factorization Architecture Based on Underlying Basis Images Learning", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "6", MONTH = "June", PAGES = "1897-1913", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178852"} @article{bb183555, AUTHOR = "Yang, Z.Y. and Liang, N.Y. and Yan, W. and Li, Z.N. and Xie, S.L.", TITLE = "Uniform Distribution Non-Negative Matrix Factorization for Multiview Clustering", JOURNAL = Cyber, VOLUME = "51", YEAR = "2021", NUMBER = "6", MONTH = "June", PAGES = "3249-3262", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178853"} @article{bb183556, AUTHOR = "Zhang, Y. and Li, X.L. and Jia, M.X.", TITLE = "Adaptive graph-based discriminative nonnegative matrix factorization for image clustering", JOURNAL = SP:IC, VOLUME = "95", YEAR = "2021", PAGES = "116253", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178854"} @article{bb183557, AUTHOR = "Wu, W.H. and Jia, Y.H. and Wang, S. and Wang, R. and Fan, H. and Kwong, S.", TITLE = "Positive and Negative Label-Driven Nonnegative Matrix Factorization", JOURNAL = CirSysVideo, VOLUME = "31", YEAR = "2021", NUMBER = "7", MONTH = "July", PAGES = "2698-2710", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178855"} @article{bb183558, AUTHOR = "Wen, J. and Yan, K. and Zhang, Z. and Xu, Y. and Wang, J.Q. and Fei, L. and Zhang, B.", TITLE = "Adaptive Graph Completion Based Incomplete Multi-View Clustering", JOURNAL = MultMed, VOLUME = "23", YEAR = "2021", PAGES = "2493-2504", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178856"} @inproceedings{bb183559, 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#TT178857"} @article{bb183560, AUTHOR = "Cai, T. and Tan, V.Y.F. and Fevotte, C.", TITLE = "Adversarially-Trained Nonnegative Matrix Factorization", JOURNAL = SPLetters, VOLUME = "28", YEAR = "2021", PAGES = "1415-1419", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178858"} @article{bb183561, AUTHOR = "Wang, W. and Chen, F.Y. and Ge, Y.X. and Huang, S. and Zhang, X.H. and Yang, D.", TITLE = "Discriminative deep semi-nonnegative matrix factorization network with similarity maximization for unsupervised feature learning", JOURNAL = PRL, VOLUME = "149", YEAR = "2021", PAGES = "157-163", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178859"} @article{bb183562, AUTHOR = "Zhang, Y. and Zhang, Z. and Wang, Y. and Zhang, Z. and Zhang, L. and Yan, S.C. and Wang, M.", TITLE = "Dual-Constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior", JOURNAL = IJCV, VOLUME = "129", YEAR = "2021", NUMBER = "12", MONTH = "December", PAGES = "3233-3254", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178860"} @article{bb183563, AUTHOR = "Zou, Z.Y. and Liu, W.B. and Xing, W.W.", TITLE = "AdaNFF: A new method for adaptive nonnegative multi-feature fusion to scene classification", JOURNAL = PR, VOLUME = "123", YEAR = "2022", PAGES = "108402", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178861"} @article{bb183564, AUTHOR = "Wang, Q. and He, X. and Jiang, X. and Li, X.L.", TITLE = "Robust Bi-Stochastic Graph Regularized Matrix Factorization for Data Clustering", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "1", MONTH = "January", PAGES = "390-403", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178862"} @article{bb183565, AUTHOR = "Cai, H.Q. and Hamm, K. and Huang, L.X. and Needell, D.", TITLE = "Robust CUR Decomposition: Theory and Imaging Applications", JOURNAL = SIIMS, VOLUME = "14", YEAR = "2021", NUMBER = "4", PAGES = "1472-1503", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178863"} @article{bb183566, AUTHOR = "Li, H.R. and Gao, Y.L. and Liu, J.M. and Zhang, J.S. and Li, C.", TITLE = "Semi-supervised graph regularized nonnegative matrix factorization with local coordinate for image representation", JOURNAL = SP:IC, VOLUME = "102", YEAR = "2022", PAGES = "116589", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178864"} @article{bb183567, AUTHOR = "Xie, T. and Zhang, H. and Liu, R. and Xiao, H.G.", TITLE = "Accelerated sparse nonnegative matrix factorization for unsupervised feature learning", JOURNAL = PRL, VOLUME = "156", YEAR = "2022", PAGES = "46-52", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178865"} @article{bb183568, AUTHOR = "Feng, L. and Huang, J. and Shu, S. and An, B.", TITLE = "Regularized Matrix Factorization for Multilabel Learning With Missing Labels", JOURNAL = Cyber, VOLUME = "52", YEAR = "2022", NUMBER = "5", MONTH = "May", PAGES = "3710-3721", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178866"} @article{bb183569, AUTHOR = "Sun, Y.F. and Wang, J. and Guo, J.P. and Hu, Y.L. and Yin, B.C.", TITLE = "Globality constrained adaptive graph regularized non-negative matrix factorization for data representation", JOURNAL = IET-IPR, VOLUME = "16", YEAR = "2022", NUMBER = "10", PAGES = "2577-2592", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178867"} @inproceedings{bb183570, AUTHOR = "Guo, J.P. and Yin, S. and Sun, Y.F. and Hu, Y.L.", TITLE = "Double Manifolds Regularized Non-negative Matrix Factorization for Data Representation", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "901-906", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178868"} @inproceedings{bb183571, AUTHOR = "Guo, J.P. and Sun, Y.F. and Gao, J.B. and Hu, Y.L. and Yin, B.C.", TITLE = "Low Rank Representation on Product Grassmann Manifolds for Multi-view Subspace Clustering", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "907-914", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178869"} @article{bb183572, AUTHOR = "Gillis, N. and Hien, L.T.K. and Leplat, V. and Tan, V.Y.F.", TITLE = "Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "8", MONTH = "August", PAGES = "4052-4064", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178870"} @article{bb183573, AUTHOR = "Yuan, A. and You, M. and He, D. and Li, X.L.", TITLE = "Convex Non-Negative Matrix Factorization With Adaptive Graph for Unsupervised Feature Selection", JOURNAL = Cyber, VOLUME = "52", YEAR = "2022", NUMBER = "6", MONTH = "June", PAGES = "5522-5534", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178871"} @article{bb183574, AUTHOR = "Jia, Y.H. and Liu, H. and Hou, J.H. and Kwong, S. and Zhang, Q.F.", TITLE = "Self-Supervised Symmetric Nonnegative Matrix Factorization", JOURNAL = CirSysVideo, VOLUME = "32", YEAR = "2022", NUMBER = "7", MONTH = "July", PAGES = "4526-4537", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178872"} @article{bb183575, AUTHOR = "Magron, P. and Fevotte, C.", TITLE = "A Majorization-Minimization Algorithm for Nonnegative Binary Matrix Factorization", JOURNAL = SPLetters, VOLUME = "29", YEAR = "2022", PAGES = "1526-1530", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178873"} @inproceedings{bb183576, AUTHOR = "Zhang, S.Y.", TITLE = "A unified framework for non-negative matrix and tensor factorisations with a smoothed Wasserstein loss", BOOKTITLE = TAG-CV21, YEAR = "2021", PAGES = "4178-4186", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178874"} @inproceedings{bb183577, AUTHOR = "Zhao, H. and She, X.L. and Wang, S. and Ma, K.", TITLE = "Fast Discrete Matrix Factorization Hashing for Large-scale Cross-modal Retrieval", BOOKTITLE = MMMod21, YEAR = "2021", PAGES = "I:24-36", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178875"} @inproceedings{bb183578, AUTHOR = "Mukkamala, M.C. and Westerkamp, F. and Laude, E. and Cremers, D. and Ochs, P.", TITLE = "Bregman Proximal Gradient Algorithms for Deep Matrix Factorization", BOOKTITLE = SSVM21, YEAR = "2021", PAGES = "204-215", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT178876"} @inproceedings{bb183579, AUTHOR = "Peng, C. and Chen, C.L. 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#TT178877"} @inproceedings{bb183580, 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#TT178878"} @inproceedings{bb183581, 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#TT178879"} @inproceedings{bb183582, 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#TT178880"} @inproceedings{bb183583, 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#TT178881"} @inproceedings{bb183584, 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#TT178882"} @inproceedings{bb183585, 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#TT178883"} @inproceedings{bb183586, 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#TT178884"} @inproceedings{bb183587, 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#TT178885"} @inproceedings{bb183588, 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#TT178886"} @inproceedings{bb183589, 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#TT178887"} @inproceedings{bb183590, 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#TT178888"} @inproceedings{bb183591, 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#TT178889"} @inproceedings{bb183592, 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#TT178890"} @inproceedings{bb183593, 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#TT178891"} @inproceedings{bb183594, 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#TT178892"} @inproceedings{bb183595, 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#TT178893"} @inproceedings{bb183596, 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#TT178894"} @inproceedings{bb183597, 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#TT178895"} @inproceedings{bb183598, 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#TT178896"} @inproceedings{bb183599, 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#TT178897"}