@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"}

Last update:Jan 20, 2025 at 11:36:25