@article{bb234400,
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#TT229333"}
@article{bb234401,
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#TT229334"}
@article{bb234402,
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#TT229335"}
@article{bb234403,
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#TT229336"}
@article{bb234404,
AUTHOR = "Soleymanbaigi, S. and Seyedi, S.A. and Akhlaghian Tab, F. and Daneshfar, F.",
TITLE = "Encoder-Decoder nonnegative matrix factorization with beta-divergence
for data clustering",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112211",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229337"}
@article{bb234405,
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#TT229338"}
@article{bb234406,
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#TT229339"}
@article{bb234407,
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#TT229340"}
@article{bb234408,
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#TT229341"}
@article{bb234409,
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#TT229342"}
@article{bb234410,
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#TT229343"}
@article{bb234411,
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#TT229344"}
@article{bb234412,
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#TT229345"}
@article{bb234413,
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#TT229346"}
@article{bb234414,
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#TT229347"}
@article{bb234415,
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#TT229348"}
@article{bb234416,
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#TT229349"}
@article{bb234417,
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#TT229350"}
@article{bb234418,
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#TT229351"}
@article{bb234419,
AUTHOR = "Fan, K.Q. and Cai, X.H. 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#TT229352"}
@article{bb234420,
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#TT229353"}
@article{bb234421,
AUTHOR = "Jia, Y.H. and Li, J.N. and Wu, W.H. and Wang, R.",
TITLE = "Semi-Supervised Symmetric Non-Negative Matrix Factorization With
Low-Rank Tensor Representation",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "1534-1547",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229354"}
@article{bb234422,
AUTHOR = "Li, J. and Li, C.Q.",
TITLE = "One-hot constrained symmetric nonnegative matrix factorization for
image clustering",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111427",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229355"}
@article{bb234423,
AUTHOR = "Wang, C. and Zhou, M. and Yu, X.F. and Weng, J.C. and Zhang, Y.",
TITLE = "Factorization-Based Information Reconstruction for Enhancing Missing
Modality Robustness",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "1376-1380",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229356"}
@article{bb234424,
AUTHOR = "Kou, Y. and Wan, Z. and Zhao, D.D.",
TITLE = "Data-driven recognition of uncertainty by integrating matrix
factorization and kernel smoothing methods",
JOURNAL = PR,
VOLUME = "165",
YEAR = "2025",
PAGES = "111650",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229357"}
@article{bb234425,
AUTHOR = "Li, S. and Yang, C. and Guo, H.",
TITLE = "Auto-adjustable dual-information graph regularized NMF for multiview
data clustering",
JOURNAL = PR,
VOLUME = "166",
YEAR = "2025",
PAGES = "111679",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229358"}
@article{bb234426,
AUTHOR = "Imamura, M. and Tashiro, A. and Kumano, S. and Otsuka, K.",
TITLE = "Synergistic Functional Spectrum Analysis: A Framework for Exploring
the Multifunctional Interplay Among Multimodal Nonverbal Behaviours
in Conversations",
JOURNAL = AffCom,
VOLUME = "16",
YEAR = "2025",
NUMBER = "2",
MONTH = "April",
PAGES = "1056-1073",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229359"}
@article{bb234427,
AUTHOR = "Khalafaoui, Y. and Matei, B. and Lovisetto, M. and Grozavu, N.",
TITLE = "Deep matrix factorization with adaptive weights for multi-view
clustering",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112027",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229360"}
@article{bb234428,
AUTHOR = "Chen, S.Y. and Zhang, S.L. and Zheng, G.Z.",
TITLE = "Improve ranking algorithms based on matrix factorization in rating
systems",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112011",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229361"}
@article{bb234429,
AUTHOR = "Xia, X.G. and Guo, G.",
TITLE = "Prime and Co-Prime Integer Matrices",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3037-3041",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229362"}
@article{bb234430,
AUTHOR = "Kouakou, H. and de Morais Goulart, J.H. and Vitale, R. and Oberlin, T. and Rousseau, D. and Ruckebusch, C. and Dobigeon, N.",
TITLE = "Online Simplex-Structured Matrix Factorization",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3705-3709",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229363"}
@article{bb234431,
AUTHOR = "Nkurunziza, J.P. and Nahayo, F. and Gillis, N.",
TITLE = "Orthogonal nonnegative matrix factorization with the Kullback-Leibler
divergence",
JOURNAL = PRL,
VOLUME = "197",
YEAR = "2025",
PAGES = "353-358",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229364"}
@article{bb234432,
AUTHOR = "Wan, M.H. and Zhao, Y. and Yin, J. and Sun, C.L. and Yang, G.",
TITLE = "Robust locality regularized non-negative matrix factorization with
structure preservation for image classification",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112241",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229365"}
@article{bb234433,
AUTHOR = "Li, H.Z. and Wang, J.",
TITLE = "Machine-Cell and Part-Family Formation via Neurodynamics-Driven
Constrained Binary Matrix Factorization",
JOURNAL = SMCS,
VOLUME = "55",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "9456-9467",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229366"}
@article{bb234434,
AUTHOR = "Xu, S. and Zhao, Z.X. and Cao, X.Y. and Peng, J.J. and Zhao, X.L. and Meng, D.Y. and Zhang, Y.L. and Timofte, R. and Van Gool, L.J.",
TITLE = "Parameterized Low-Rank Regularizer for High-dimensional Visual Data",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "8546-8569",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229367"}
@article{bb234435,
AUTHOR = "Saberi Movahed, F. and Berahmand, K. and Sheikhpour, R. and Li, Y.F. and Pan, S.R. and Jalili, M.",
TITLE = "Nonnegative Matrix Factorization in Dimensionality Reduction: A
Survey",
JOURNAL = Surveys,
VOLUME = "58",
YEAR = "2025",
NUMBER = "5",
MONTH = "November",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229368"}
@inproceedings{bb234436,
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#TT229369"}
@inproceedings{bb234437,
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#TT229370"}
@inproceedings{bb234438,
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#TT229371"}
@inproceedings{bb234439,
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#TT229372"}
@inproceedings{bb234440,
AUTHOR = "Peng, C. and Chen, C.L.Z. 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#TT229373"}
@inproceedings{bb234441,
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#TT229374"}
@inproceedings{bb234442,
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#TT229375"}
@inproceedings{bb234443,
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#TT229376"}
@inproceedings{bb234444,
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#TT229377"}
@inproceedings{bb234445,
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#TT229378"}
@inproceedings{bb234446,
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#TT229379"}
@inproceedings{bb234447,
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#TT229380"}
@inproceedings{bb234448,
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#TT229381"}
@inproceedings{bb234449,
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#TT229382"}
@inproceedings{bb234450,
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#TT229383"}
@inproceedings{bb234451,
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#TT229384"}
@inproceedings{bb234452,
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#TT229385"}
@inproceedings{bb234453,
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#TT229386"}
@inproceedings{bb234454,
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#TT229387"}
@inproceedings{bb234455,
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#TT229388"}
@inproceedings{bb234456,
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#TT229389"}
@inproceedings{bb234457,
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#TT229390"}
@inproceedings{bb234458,
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#TT229391"}
@inproceedings{bb234459,
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#TT229392"}
@inproceedings{bb234460,
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#TT229393"}
@inproceedings{bb234461,
AUTHOR = "Wang, Z.F. and Kong, X.W. and Fu, H.Y. and Li, M. and Zhang, Y.J.",
TITLE = "Feature Extraction via Multi-View Non-Negative Matrix Factorization
with Local Graph Regularization",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "3500-3504",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229394"}
@inproceedings{bb234462,
AUTHOR = "Turkan, M. and Alain, M. and Thoreau, D. and Guillotel, P. and Guillemot, C.",
TITLE = "Epitomic image factorization via neighbor-embedding",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "4141-4145",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229395"}
@inproceedings{bb234463,
AUTHOR = "Paez Torres, A.E. and Gonzalez, F.A.",
TITLE = "Online Kernel Matrix Factorization",
BOOKTITLE = CIARP15,
YEAR = "2015",
PAGES = "651-658",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229396"}
@inproceedings{bb234464,
AUTHOR = "Beltran, V. and Vanegas, J.A. and Gonzalez, F.A.",
TITLE = "Semi-supervised Dimensionality Reduction via Multimodal Matrix
Factorization",
BOOKTITLE = CIARP15,
YEAR = "2015",
PAGES = "676-682",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229397"}
@inproceedings{bb234465,
AUTHOR = "Chen, P.X. and Wang, N.Y. and Zhang, N.L. and Yeung, D.Y.",
TITLE = "Bayesian adaptive matrix factorization with automatic model selection",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "1284-1292",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229398"}
@inproceedings{bb234466,
AUTHOR = "Oskarsson, M. and Batstone, K. and Astrom, K.",
TITLE = "Trust No One: Low Rank Matrix Factorization Using Hierarchical RANSAC",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "5820-5829",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229399"}
@inproceedings{bb234467,
AUTHOR = "Jiang, F.Y. and Oskarsson, M. and Astrom, K.",
TITLE = "On the minimal problems of low-rank matrix factorization",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "2549-2557",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229400"}
@inproceedings{bb234468,
AUTHOR = "Huang, S. and Elhoseiny, M. and Elgammal, A.M. and Yang, D.",
TITLE = "Improving non-negative matrix factorization via ranking its bases",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "5951-5955",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229401"}
@inproceedings{bb234469,
AUTHOR = "Zafeiriou, L. and Nikitidis, S. and Zafeiriou, S.P. and Pantic, M.",
TITLE = "Slow features nonnegative matrix factorization for temporal data
decomposition",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "1430-1434",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229402"}
@inproceedings{bb234470,
AUTHOR = "Nourbakhsh, F. and Bulo, S.R. and Pelillo, M.",
TITLE = "A Matrix Factorization Approach to Graph Compression",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "76-81",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229403"}
@inproceedings{bb234471,
AUTHOR = "Chaudhari, S. and Murty, M.N.",
TITLE = "Average Overlap for Clustering Incomplete Data Using Symmetric
Non-negative Matrix Factorization",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "1431-1436",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229404"}
@inproceedings{bb234472,
AUTHOR = "Zen, G. and Ricci, E. and Sebe, N.",
TITLE = "Simultaneous Ground Metric Learning and Matrix Factorization with
Earth Mover's Distance",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "3690-3695",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229405"}
@inproceedings{bb234473,
AUTHOR = "Shu, X.B. and Porikli, F.M. and Ahuja, N.",
TITLE = "Robust Orthonormal Subspace Learning:
Efficient Recovery of Corrupted Low-Rank Matrices",
BOOKTITLE = CVPR14,
YEAR = "2014",
PAGES = "3874-3881",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229406"}
@inproceedings{bb234474,
AUTHOR = "Li, Y.M. and Yang, M. and Zhang, Z.F.",
TITLE = "Coordinate Ranking Regularized Non-negative Matrix Factorization",
BOOKTITLE = ACPR13,
YEAR = "2013",
PAGES = "215-219",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229407"}
@inproceedings{bb234475,
AUTHOR = "Qin, Z. and van Beek, P. and Chen, X.",
TITLE = "Direct Matrix Factorization and Alignment Refinement: Application to
Defect Detection",
BOOKTITLE = CRV14,
YEAR = "2014",
PAGES = "135-142",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229408"}
@inproceedings{bb234476,
AUTHOR = "Guo, W.W. and Hu, W.D. and Boulgouris, N.V. and Patras, I.",
TITLE = "Semi-supervised visual recognition with constrained graph regularized
non negative matrix factorization",
BOOKTITLE = ICIP13,
YEAR = "2013",
PAGES = "2743-2747",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229409"}
@inproceedings{bb234477,
AUTHOR = "Liu, L. and Comar, P.M. and Saha, S. and Tan, P.N. and Nucci, A.",
TITLE = "Recursive NMF: Efficient label tree learning for large multi-class
problems",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "2148-2151",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229410"}
@inproceedings{bb234478,
AUTHOR = "Xie, S.N. and Lu, H.T. and He, Y.C.",
TITLE = "Multi-task co-clustering via nonnegative matrix factorization",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "2954-2958",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229411"}
@inproceedings{bb234479,
AUTHOR = "Wang, N.Y. and Yeung, D.Y.",
TITLE = "Bayesian Robust Matrix Factorization for Image and Video Processing",
BOOKTITLE = ICCV13,
YEAR = "2013",
PAGES = "1785-1792",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229412"}
@inproceedings{bb234480,
AUTHOR = "Wang, N.Y. and Yao, T.S. and Wang, J.D. and Yeung, D.Y.",
TITLE = "A Probabilistic Approach to Robust Matrix Factorization",
BOOKTITLE = ECCV12,
YEAR = "2012",
PAGES = "VII: 126-139",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229413"}
@inproceedings{bb234481,
AUTHOR = "Zdunek, R.",
TITLE = "Trust-Region Algorithm for Nonnegative Matrix Factorization with Alpha-
and Beta-Divergences",
BOOKTITLE = DAGM12,
YEAR = "2012",
PAGES = "226-235",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229414"}
@inproceedings{bb234482,
AUTHOR = "Wang, D. and Lu, H.C.",
TITLE = "Incremental orthogonal projective non-negative matrix factorization and
its applications",
BOOKTITLE = ICIP11,
YEAR = "2011",
PAGES = "2077-2080",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229415"}
@inproceedings{bb234483,
AUTHOR = "Kumar, V.B.G. and Patras, I. and Kotsia, I.",
TITLE = "Max-Margin Semi-NMF",
BOOKTITLE = BMVC11,
YEAR = "2011",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229416"}
@inproceedings{bb234484,
AUTHOR = "Gupta, M.D. and Xiao, J.",
TITLE = "Non-negative matrix factorization as a feature selection tool for
maximum margin classifiers",
BOOKTITLE = CVPR11,
YEAR = "2011",
PAGES = "2841-2848",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229417"}
@inproceedings{bb234485,
AUTHOR = "Kirbiz, S. and Cemgil, A.T. and Gunsel, B.",
TITLE = "Bayesian Inference for Nonnegative Matrix Factor Deconvolution Models",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "2812-2815",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229418"}
@inproceedings{bb234486,
AUTHOR = "Jammalamadaka, A. and Joshi, S. and Karthikeyan, S. and Manjunath, B.S.",
TITLE = "Discriminative Basis Selection Using Non-negative Matrix Factorization",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "1533-1536",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229419"}
@inproceedings{bb234487,
AUTHOR = "Karthikeyan, S. and Joshi, S. and Manjunath, B.S. and Grafton, S.",
TITLE = "Intra-class multi-output regression based subspace analysis",
BOOKTITLE = ICIP12,
YEAR = "2012",
PAGES = "1173-1176",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229420"}
@inproceedings{bb234488,
AUTHOR = "Vadivel, K.S. and Sargin, M.E. and Joshi, S. and Manjunath, B.S. and Grafton, S.",
TITLE = "Generalized subspace based high dimensional density estimation",
BOOKTITLE = ICIP11,
YEAR = "2011",
PAGES = "1849-1852",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229421"}
@inproceedings{bb234489,
AUTHOR = "Joshi, S. and Karthikeyan, S. and Manjunath, B.S. and Grafton, S. and Kiehl, K.A.",
TITLE = "Anatomical parts-based regression using non-negative matrix
factorization",
BOOKTITLE = CVPR10,
YEAR = "2010",
PAGES = "2863-2870",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229422"}
@inproceedings{bb234490,
AUTHOR = "Gu, Q.Q. and Zhou, J.",
TITLE = "Two Dimensional Nonnegative Matrix Factorization",
BOOKTITLE = ICIP09,
YEAR = "2009",
PAGES = "2069-2072",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229423"}
@inproceedings{bb234491,
AUTHOR = "Gu, Q.Q. and Zhou, J.",
TITLE = "Neighborhood Preserving Nonnegative Matrix Factorization",
BOOKTITLE = BMVC09,
YEAR = "2009",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229424"}
@inproceedings{bb234492,
AUTHOR = "Gu, Q.Q. and Zhou, J.",
TITLE = "Multiple Kernel Maximum Margin Criterion",
BOOKTITLE = ICIP09,
YEAR = "2009",
PAGES = "2049-2052",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229425"}
@inproceedings{bb234493,
AUTHOR = "Tang, J.Y. and Lewis, P.H.",
TITLE = "Non-negative matrix factorisation for object class discovery and image
auto-annotation",
BOOKTITLE = CIVR08,
YEAR = "2008",
PAGES = "105-112",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229426"}
@inproceedings{bb234494,
AUTHOR = "Tang, J.Y. and Lewis, P.H.",
TITLE = "Using multiple segmentations for image auto-annotation",
BOOKTITLE = CIVR07,
YEAR = "2007",
PAGES = "581-586",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229427"}
@inproceedings{bb234495,
AUTHOR = "Li, L. and Zhang, Y.J.",
TITLE = "FastNMF: A fast monotonic fixed-point non-negative Matrix Factorization
algorithm with high ease of use",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229428"}
@inproceedings{bb234496,
AUTHOR = "Rodrigues, J.J. and Aguiar, P.M.Q. and Xavier, J.M.F.",
TITLE = "ANSIG: An analytic signature for permutation-invariant two-dimensional
shape representation",
BOOKTITLE = CVPR08,
YEAR = "2008",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229429"}
@inproceedings{bb234497,
AUTHOR = "Aguiar, P.M.Q. and Xavier, J.M.F. and Stosic, M.",
TITLE = "Spectrally optimal factorization of incomplete matrices",
BOOKTITLE = CVPR08,
YEAR = "2008",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229430"}
@inproceedings{bb234498,
AUTHOR = "Aguiar, P.M.Q. and Xavier, J.M.F. and Stosic, M.",
TITLE = "Globally optimal solution to exploit rigidity when recovering structure
from motion under occlusion",
BOOKTITLE = ICIP08,
YEAR = "2008",
PAGES = "197-200",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229431"}
@inproceedings{bb234499,
AUTHOR = "Aguiar, P.M.Q. and Miranda, A.R. and de Castro, N.",
TITLE = "Occlusion-Based Accurate Silhouettes from Video Streams",
BOOKTITLE = ICIAR06,
YEAR = "2006",
PAGES = "I: 816-826",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT229432"}
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