@article{bb221100, 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#TT216120"} @article{bb221101, 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#TT216121"} @article{bb221102, 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#TT216122"} @article{bb221103, AUTHOR = "Fang, Y.X. and Zhang, H.X. and Ren, Y.W.", 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#TT216123"} @article{bb221104, AUTHOR = "Fang, Y.X. and Ren, Y.W. 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#TT216124"} @article{bb221105, 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#TT216125"} @article{bb221106, 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#TT216126"} @article{bb221107, 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#TT216127"} @article{bb221108, 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#TT216128"} @article{bb221109, 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#TT216129"} @article{bb221110, 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#TT216130"} @article{bb221111, 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#TT216131"} @article{bb221112, 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#TT216132"} @article{bb221113, 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#TT216133"} @article{bb221114, 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#TT216134"} @article{bb221115, 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#TT216135"} @article{bb221116, 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#TT216136"} @article{bb221117, 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#TT216137"} @article{bb221118, 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#TT216138"} @article{bb221119, 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#TT216139"} @article{bb221120, 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#TT216140"} @inproceedings{bb221121, 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#TT216141"} @inproceedings{bb221122, 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#TT216142"} @article{bb221123, 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#TT216143"} @article{bb221124, 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#TT216144"} @article{bb221125, 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#TT216145"} @article{bb221126, 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#TT216146"} @article{bb221127, 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#TT216147"} @article{bb221128, 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#TT216148"} @inproceedings{bb221129, 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#TT216149"} @article{bb221130, 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#TT216150"} @article{bb221131, 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#TT216151"} @article{bb221132, 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#TT216152"} @article{bb221133, 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#TT216153"} @article{bb221134, 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#TT216154"} @article{bb221135, 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#TT216155"} @article{bb221136, 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#TT216156"} @article{bb221137, 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#TT216157"} @inproceedings{bb221138, 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#TT216158"} @article{bb221139, 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#TT216159"} @article{bb221140, 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#TT216160"} @article{bb221141, 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#TT216161"} @article{bb221142, 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#TT216162"} @article{bb221143, 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#TT216163"} @article{bb221144, AUTHOR = "Yin, J.X. and Peng, S.Y. and Yang, Z.J. and Chen, B.D. and Lin, Z.P.", TITLE = "Hypergraph based semi-supervised symmetric nonnegative matrix factorization for image clustering", JOURNAL = PR, VOLUME = "137", YEAR = "2023", PAGES = "109274", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216164"} @article{bb221145, AUTHOR = "Peng, S.Y. and Yin, J.X. and Yang, Z.J. and Chen, B.D. and Lin, Z.P.", TITLE = "Multiview Clustering via Hypergraph Induced Semi-Supervised Symmetric Nonnegative Matrix Factorization", JOURNAL = CirSysVideo, VOLUME = "33", YEAR = "2023", NUMBER = "10", MONTH = "October", PAGES = "5510-5524", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216165"} @article{bb221146, 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#TT216166"} @article{bb221147, 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#TT216167"} @article{bb221148, 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#TT216168"} @article{bb221149, 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#TT216169"} @article{bb221150, 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#TT216170"} @article{bb221151, 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#TT216171"} @article{bb221152, 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#TT216172"} @article{bb221153, AUTHOR = "Zhao, Y. and Deng, F. and Pei, J.H. and Yang, X.", TITLE = "Progressive Deep Non-Negative Matrix Factorization Architecture with Graph Convolution-based Basis Image Reorganization", JOURNAL = PR, VOLUME = "132", YEAR = "2022", PAGES = "108984", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216173"} @article{bb221154, 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#TT216174"} @article{bb221155, 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#TT216175"} @article{bb221156, AUTHOR = "Wu, W.H. and Jia, Y.H. and Wang, S.Q. and Wang, R. and Fan, H.F. 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#TT216176"} @article{bb221157, 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#TT216177"} @inproceedings{bb221158, 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#TT216178"} @article{bb221159, 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#TT216179"} @article{bb221160, 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#TT216180"} @article{bb221161, 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#TT216181"} @article{bb221162, 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#TT216182"} @article{bb221163, 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#TT216183"} @article{bb221164, 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#TT216184"} @article{bb221165, 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#TT216185"} @article{bb221166, AUTHOR = "Xie, T. and Zhang, H. and Liu, R.H. 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#TT216186"} @article{bb221167, 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#TT216187"} @article{bb221168, 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#TT216188"} @inproceedings{bb221169, 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#TT216189"} @inproceedings{bb221170, 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#TT216190"} @article{bb221171, 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#TT216191"} @article{bb221172, AUTHOR = "Yuan, A.H. and You, M.B. and He, D.J. 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#TT216192"} @article{bb221173, AUTHOR = "You, M.B. and Yuan, A.H. and He, D.J. and Li, X.L.", TITLE = "Unsupervised Feature Selection via Neural Networks and Self-Expression with Adaptive Graph Constraint", JOURNAL = PR, VOLUME = "135", YEAR = "2023", PAGES = "109173", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216193"} @article{bb221174, AUTHOR = "Zhang, R. and Zhang, Y.X. and Lu, C.J. and Li, X.L.", TITLE = "Unsupervised Graph Embedding via Adaptive Graph Learning", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "4", MONTH = "April", PAGES = "5329-5336", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216194"} @article{bb221175, 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#TT216195"} @article{bb221176, 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#TT216196"} @article{bb221177, AUTHOR = "Wang, D. and Han, S.W. and Wang, Q. and He, L. and Tian, Y.M. and Gao, X.B.", TITLE = "Pseudo-Label Guided Collective Matrix Factorization for Multiview Clustering", JOURNAL = Cyber, VOLUME = "52", YEAR = "2022", NUMBER = "9", MONTH = "September", PAGES = "8681-8691", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216197"} @article{bb221178, AUTHOR = "Rahiche, A. and Cheriet, M.", TITLE = "Variational Bayesian Orthogonal Nonnegative Matrix Factorization Over the Stiefel Manifold", JOURNAL = IP, VOLUME = "31", YEAR = "2022", PAGES = "5543-5558", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216198"} @article{bb221179, AUTHOR = "de Handschutter, P. and Gillis, N.", TITLE = "A consistent and flexible framework for deep matrix factorizations", JOURNAL = PR, VOLUME = "134", YEAR = "2023", PAGES = "109102", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216199"} @article{bb221180, AUTHOR = "Liu, X.L. and Hou, J.Y. and Wang, J.J.", TITLE = "Robust Low-Rank Matrix Recovery Fusing Local-Smoothness", JOURNAL = SPLetters, VOLUME = "29", YEAR = "2022", PAGES = "2552-2556", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216200"} @article{bb221181, AUTHOR = "Chavoshinejad, J. and Seyedi, S.A. and Akhlaghian Tab, F. and Salahian, N.", TITLE = "Self-supervised semi-supervised nonnegative matrix factorization for data clustering", JOURNAL = PR, VOLUME = "137", YEAR = "2023", PAGES = "109282", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216201"} @article{bb221182, AUTHOR = "Sun, X. and Li, B. and Sutcliffe, R. and Gao, Z. and Kang, W.Y. and Feng, J.", TITLE = "Wse-MF: A weighting-based student exercise matrix factorization model", JOURNAL = PR, VOLUME = "138", YEAR = "2023", PAGES = "109285", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216202"} @article{bb221183, AUTHOR = "Hou, L.S. and Chu, D. and Liao, L.Z.", TITLE = "A Progressive Hierarchical Alternating Least Squares Method for Symmetric Nonnegative Matrix Factorization", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "5", MONTH = "May", PAGES = "5355-5369", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216203"} @article{bb221184, AUTHOR = "Wang, K. and He, F. and He, M.Z. and Huang, X.L.", TITLE = "Learning non-parametric kernel via matrix decomposition for logistic regression", JOURNAL = PRL, VOLUME = "171", YEAR = "2023", PAGES = "177-183", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216204"} @article{bb221185, AUTHOR = "Giraud, M. and Itier, V. and Boyer, R. and Zniyed, Y. and de Almeida, A.L.F.", TITLE = "Tucker Decomposition Based on a Tensor Train of Coupled and Constrained CP Cores", JOURNAL = SPLetters, VOLUME = "30", YEAR = "2023", PAGES = "758-762", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216205"} @article{bb221186, AUTHOR = "Pan, J.J. and Ng, M.K.", TITLE = "Separable Quaternion Matrix Factorization for Polarization Images", JOURNAL = SIIMS, VOLUME = "16", YEAR = "2023", NUMBER = "3", PAGES = "1281-1307", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216206"} @article{bb221187, AUTHOR = "Zuo, H.L. and Li, S. and Liang, C. and Li, J.T.", TITLE = "Auto-adjustable hypergraph regularized non-negative matrix factorization for image clustering", JOURNAL = PR, VOLUME = "145", YEAR = "2024", PAGES = "109963", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216207"} @article{bb221188, AUTHOR = "Li, Y. and Wang, R. and Fang, Y.Q. and Sun, M. and Luo, Z.K.", TITLE = "Alternating Direction Method of Multipliers for Convolutive Non-Negative Matrix Factorization", JOURNAL = Cyber, VOLUME = "53", YEAR = "2023", NUMBER = "12", MONTH = "December", PAGES = "7735-7748", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216208"} @article{bb221189, AUTHOR = "Sugahara, K. and Okamoto, K.", TITLE = "Hierarchical matrix factorization for interpretable collaborative filtering", JOURNAL = PRL, VOLUME = "180", YEAR = "2024", PAGES = "99-106", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216209"} @article{bb221190, AUTHOR = "Moayed, H. and Mansoori, E.G.", TITLE = "Deep and wide nonnegative matrix factorization with embedded regularization", JOURNAL = PR, VOLUME = "153", YEAR = "2024", PAGES = "110530", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216210"} @article{bb221191, AUTHOR = "Zhai, Z. and Chen, H.C. and Sun, Q.", TITLE = "Quadratic Matrix Factorization With Applications to Manifold Learning", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "9", MONTH = "September", PAGES = "6384-6401", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216211"} @article{bb221192, AUTHOR = "Yang, X.J. and Zhu, T. and Peng, S.Y. and Nie, F.P. and Lin, Z.P.", TITLE = "Semi-supervised pivotal-aware nonnegative matrix factorization with label and pairwise constraint propagation for data clustering", JOURNAL = PR, VOLUME = "157", YEAR = "2025", PAGES = "110933", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216212"} @article{bb221193, AUTHOR = "Bhavana, P. and Padmanabhan, V.", TITLE = "Temporal Matrix Factorization: A polynomial approach to latent factor estimation", JOURNAL = PR, VOLUME = "157", YEAR = "2025", PAGES = "110905", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216213"} @article{bb221194, AUTHOR = "Wang, Q.S. and Cui, C.F. and Han, D.R.", TITLE = "A Momentum Accelerated Algorithm for ReLU-Based Nonlinear Matrix Decomposition", JOURNAL = SPLetters, VOLUME = "31", YEAR = "2024", PAGES = "2865-2869", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216214"} @article{bb221195, AUTHOR = "Cui, G.S. and Wu, D. and Li, Y. and Li, J.Z.", TITLE = "Layer-wise normalized deep incomplete multiview nonnegative matrix factorization", JOURNAL = PR, VOLUME = "158", YEAR = "2025", PAGES = "111010", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216215"} @article{bb221196, AUTHOR = "Fan, K.Q. and Cai, X. and Niranjan, M.", TITLE = "Non-negative subspace feature representation for few-shot learning in medical imaging", JOURNAL = IVC, VOLUME = "152", YEAR = "2024", PAGES = "105334", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216216"} @article{bb221197, AUTHOR = "Abdolali, M. and Barbarino, G. and Gillis, N.", TITLE = "Dual Simplex Volume Maximization for Simplex-Structured Matrix Factorization", JOURNAL = SIIMS, VOLUME = "17", YEAR = "2024", NUMBER = "4", PAGES = "2362-2391", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216217"} @inproceedings{bb221198, AUTHOR = "Kobayashi, T. and Watanabe, K.", TITLE = "End-to-End Trainable Weakly Non-Negative Factorization", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "490-494", BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT216218"} @inproceedings{bb221199, 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#TT216219"}