@article{bb151300,
AUTHOR = "Hotta, K. and Xie, H.R. and Zhang, C.",
TITLE = "Component-based nearest neighbour subspace clustering",
JOURNAL = IET-IPR,
VOLUME = "16",
YEAR = "2022",
NUMBER = "10",
PAGES = "2697-2708",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147226"}
@article{bb151301,
AUTHOR = "Zhou, J.H. and Zhang, B. and Zeng, S.N. and Lai, Q.",
TITLE = "Joint Discriminative Latent Subspace Learning for Image
Classification",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "4653-4666",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147227"}
@article{bb151302,
AUTHOR = "Kang, Z. and Lin, Z.P. and Zhu, X.F. and Xu, W.B.",
TITLE = "Structured Graph Learning for Scalable Subspace Clustering:
From Single View to Multiview",
JOURNAL = Cyber,
VOLUME = "52",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "8976-8986",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147228"}
@article{bb151303,
AUTHOR = "Chen, Q. and Zhao, X.W. and Nie, F.P. and Wang, R. and Li, X.L.",
TITLE = "Fast Adaptive Local Subspace Learning With Regressive Regularization",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "1759-1763",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147229"}
@article{bb151304,
AUTHOR = "Jiang, M.X. and Zhou, S.H. and Li, C. and Lei, Y.Q.",
TITLE = "JSL3d: Joint subspace learning with implicit structure supervision
for 3D pose estimation",
JOURNAL = PR,
VOLUME = "132",
YEAR = "2022",
PAGES = "108965",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147230"}
@article{bb151305,
AUTHOR = "Chen, J. and Yang, S.X. and Mao, H. and Fahy, C.",
TITLE = "Multiview Subspace Clustering Using Low-Rank Representation",
JOURNAL = Cyber,
VOLUME = "52",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "12364-12378",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147231"}
@article{bb151306,
AUTHOR = "Xu, Y. and Chen, S. and Li, J. and Xu, C.Y. and Yang, J.",
TITLE = "Fast subspace clustering by learning projective block diagonal
representation",
JOURNAL = PR,
VOLUME = "135",
YEAR = "2023",
PAGES = "109152",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147232"}
@inproceedings{bb151307,
AUTHOR = "Li, Y.X. and Li, X. and Yang, J.",
TITLE = "Spatial Group-wise Enhance: Enhancing Semantic Feature Learning in CNN",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "V:316-332",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147233"}
@article{bb151308,
AUTHOR = "Tan, C. and Chen, S. and Geng, X. and Ji, G.",
TITLE = "A Novel Label Enhancement Algorithm Based on Manifold Learning",
JOURNAL = PR,
VOLUME = "135",
YEAR = "2023",
PAGES = "109189",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147234"}
@article{bb151309,
AUTHOR = "Qin, Y.L. and Zhang, X.P. and Shen, L.Q. and Feng, G.R.",
TITLE = "Maximum Block Energy Guided Robust Subspace Clustering",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "2652-2659",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147235"}
@article{bb151310,
AUTHOR = "Shi, Z.Y. and Chen, L. and Chen, G.Y. and Zhao, K. and Chen, C.L.P.",
TITLE = "Manifold Enhanced 2-D Fuzzy Subspace Clustering for Image Data",
JOURNAL = SMCS,
VOLUME = "53",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "741-752",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147236"}
@article{bb151311,
AUTHOR = "Gan, M. and Su, X.X. and Chen, G.Y. and Chen, J. and Chen, C.L.P.",
TITLE = "Online Learning Under a Separable Stochastic Approximation Framework",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "1317-1330",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147237"}
@article{bb151312,
AUTHOR = "Jia, H.J. and Zhu, D.X. and Huang, L.X. and Mao, Q. and Wang, L.J. and Song, H.P.",
TITLE = "Global and local structure preserving nonnegative subspace clustering",
JOURNAL = PR,
VOLUME = "138",
YEAR = "2023",
PAGES = "109388",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147238"}
@article{bb151313,
AUTHOR = "Lin, Y.L. and Lai, Z.H. and Zhou, J. and Wen, J.J. and Kong, H.",
TITLE = "Multiview Jointly Sparse Discriminant Common Subspace Learning",
JOURNAL = PR,
VOLUME = "138",
YEAR = "2023",
PAGES = "109342",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147239"}
@article{bb151314,
AUTHOR = "Wang, L. and Wang, Y.L. and Deng, H. and Chen, H.",
TITLE = "Attention reweighted sparse subspace clustering",
JOURNAL = PR,
VOLUME = "139",
YEAR = "2023",
PAGES = "109438",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147240"}
@article{bb151315,
AUTHOR = "Lu, Y. and Wong, W.K. and Zeng, B.Q. and Lai, Z.H. and Li, X.L.",
TITLE = "Guided Discrimination and Correlation Subspace Learning for Domain
Adaptation",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "2017-2032",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147241"}
@article{bb151316,
AUTHOR = "Cao, L. and Shi, L. and Wang, J. and Yang, Z.D. and Chen, B.D.",
TITLE = "Robust Subspace Clustering by Logarithmic Hyperbolic Cosine Function",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "508-512",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147242"}
@article{bb151317,
AUTHOR = "Tang, Y.Q. and Xie, Y. and Zhang, W.",
TITLE = "Affine Subspace Robust Low-Rank Self-Representation:
From Matrix to Tensor",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "9357-9373",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147243"}
@article{bb151318,
AUTHOR = "Zhao, Y.P. and Dai, X.F. and Wang, Z. and Li, X.L.",
TITLE = "Subspace Clustering via Adaptive Non-Negative Representation Learning
and Its Application to Image Segmentation",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "4177-4189",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147244"}
@article{bb151319,
AUTHOR = "Fang, M.Z. and Gao, W. and Feng, Z.",
TITLE = "Deep robust multi-channel learning subspace clustering networks",
JOURNAL = IVC,
VOLUME = "137",
YEAR = "2023",
PAGES = "104769",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147245"}
@article{bb151320,
AUTHOR = "Wang, F.S. and Chen, C.L.Z. and Peng, C.",
TITLE = "Essential Low-Rank Sample Learning for Group-Aware Subspace
Clustering",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "1537-1541",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147246"}
@article{bb151321,
AUTHOR = "Zhang, H. and Li, S.Y. and Qiu, J. and Tang, Y. and Wen, J. and Zha, Z.Y. and Wen, B.H.",
TITLE = "Efficient and Effective Nonconvex Low-Rank Subspace Clustering via
SVT-Free Operators",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "7515-7529",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147247"}
@article{bb151322,
AUTHOR = "Fu, H.Y. and Yang, Y.J. and Mishra, V.K. and Kuo, C.C.J.",
TITLE = "Subspace learning machine (SLM):
Methodology and performance evaluation",
JOURNAL = JVCIR,
VOLUME = "98",
YEAR = "2024",
PAGES = "104058",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147248"}
@article{bb151323,
AUTHOR = "Zhang, X.Q. and Zhao, S. and Wang, J. and Guo, L. and Wang, X. and Sun, H.",
TITLE = "Purity-Preserving Kernel Tensor Low-Rank Learning for Robust Subspace
Clustering",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "1900-1913",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147249"}
@article{bb151324,
AUTHOR = "Feng, W. and Wang, Z. and Xiao, T. and Yang, M.P.",
TITLE = "Adaptive weighted dictionary representation using anchor graph for
subspace clustering",
JOURNAL = PR,
VOLUME = "151",
YEAR = "2024",
PAGES = "110350",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147250"}
@article{bb151325,
AUTHOR = "Xu, Y. and Hu, P. and Dai, J. and Yan, N. and Wang, J.",
TITLE = "Sparseness and Correntropy-Based Block Diagonal Representation for
Robust Subspace Clustering",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "1154-1158",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147251"}
@article{bb151326,
AUTHOR = "Wang, Y.B. and Zhou, J. and Lu, J.L. and Wan, J. and Gao, C. and Lin, Q.S.",
TITLE = "Robust Self-expression Learning with Adaptive Noise Perception",
JOURNAL = PR,
VOLUME = "155",
YEAR = "2024",
PAGES = "110695",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147252"}
@article{bb151327,
AUTHOR = "Liu, K. and Xiao, X.L. and You, J. and Zhou, Y.C.",
TITLE = "Robust Discriminative t-Linear Subspace Learning for Image Feature
Extraction",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "7315-7327",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147253"}
@article{bb151328,
AUTHOR = "Zhu, Y.J. and Li, Q. and Liu, W.Q. and Yin, C.C.",
TITLE = "Diffusion process with structural changes for subspace clustering",
JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "111066",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147254"}
@article{bb151329,
AUTHOR = "Wang, Q. and Ye, X. and Wang, N.X.",
TITLE = "Learning Low-Rank Representation Approximation for Few-Shot Deep
Subspace Clustering",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "10590-10603",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147255"}
@article{bb151330,
AUTHOR = "Mao, Z.W. and Sun, L. and Wu, Y.L.",
TITLE = "Robust multi-view subspace clustering with missing data by aligning
nonlinear manifolds",
JOURNAL = PR,
VOLUME = "161",
YEAR = "2025",
PAGES = "111280",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147256"}
@article{bb151331,
AUTHOR = "Lin, Y.X. and Liu, H. and Wang, R. and Guo, Q. and Zhang, C.M.",
TITLE = "Multiview Feature Decoupling for Deep Subspace Clustering",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "544-556",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147257"}
@article{bb151332,
AUTHOR = "Liu, C. and Zhang, H.B. and Fan, H.T. and Li, Y.J.",
TITLE = "Tensorial multi-view subspace clustering based on logarithmic n-order
penalty",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111384",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147258"}
@article{bb151333,
AUTHOR = "Wang, J.Y. and Deng, T.Q. and Yang, M. and Wang, J.Y.",
TITLE = "Embedded Multi-View Clustering via Collaborative Tensor Subspace
Representation and Multi-Graph Fusion",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "911-915",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147259"}
@article{bb151334,
AUTHOR = "Nie, F.P. and Shi, S.J. and Li, X.L.",
TITLE = "Auto-Weighted Multi-View Co-Clustering via Fast Matrix Factorization",
JOURNAL = PR,
VOLUME = "102",
YEAR = "2020",
PAGES = "107207",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147260"}
@article{bb151335,
AUTHOR = "Qiang, Q.Y. and Zhang, B. and Zhang, J.C. and Nie, F.P.",
TITLE = "Fast Multi-View Discrete Clustering with Two Solvers",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112415",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147261"}
@article{bb151336,
AUTHOR = "Yang, B. and Zhang, X.T. and Xue, Z.Y. and Nie, F.P. and Chen, B.D.",
TITLE = "Fast Multi-view Discrete Clustering via Spectral Embedding Fusion",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "5095-5112",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147262"}
@article{bb151337,
AUTHOR = "Chang, W. and Chen, H.M. and Nie, F.P. and Wang, R. and Li, X.L.",
TITLE = "Tensorized and Compressed Multi-View Subspace Clustering via
Structured Constraint",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "10434-10451",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147263"}
@article{bb151338,
AUTHOR = "Wang, S. and Guo, S.Z. and Wang, J.Y. and Ma, Z.Y. and Zhang, X. and Nie, F.P.",
TITLE = "Multi-View Subspace Clustering via Anchor Graph Factorization",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "1951-1955",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147264"}
@article{bb151339,
AUTHOR = "Tu, Q.C. and Yang, M. and Ran, Y. and Wang, J.Y. and Li, W.",
TITLE = "Efficient multi-view subspace clustering with coupled sparse gradient
and anchor-driven Laplacian regularization",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "113964",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147265"}
@article{bb151340,
AUTHOR = "Guo, S.Z. and Ma, Z.Y. and Wang, J.Y. and Nie, F.P. and Li, X.L.",
TITLE = "Graph-Free Multiview Clustering with Anchors",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "4835-4850",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147266"}
@article{bb151341,
AUTHOR = "Wang, J.Y. and Deng, T.Q. and Ran, Y. and Yang, M. and Liu, X.W.",
TITLE = "Embedded Multi-View Clustering via Fusing Tensor Subspace
Representation and Adaptive Graph Learning",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "6",
MONTH = "June",
PAGES = "8631-8645",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147267"}
@article{bb151342,
AUTHOR = "Ji, J.T. and Feng, S.",
TITLE = "Anchors Crash Tensor: Efficient and Scalable Tensorial Multi-View
Subspace Clustering",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "2660-2675",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147268"}
@article{bb151343,
AUTHOR = "Ma, T. and Feng, Y.X. and Xiao, Y. and Lei, X. and Poulkov, V.",
TITLE = "Sensing Within Ultra-Short Duration: Extended Subspace Algorithms
With Insufficient Snapshots",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "1490-1494",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147269"}
@article{bb151344,
AUTHOR = "He, Y.C. and Atia, G.K.",
TITLE = "Scalable and Robust Tensor Ring Decomposition for Large-Scale Data
With Missing Data and Outliers",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "4493-4505",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147270"}
@inproceedings{bb151345,
AUTHOR = "He, Y.C. and Atia, G.K.",
TITLE = "Scalable Direction-Search-Based Approach to Subspace Clustering",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "999-1006",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147271"}
@article{bb151346,
AUTHOR = "Shen, Q.Q. and Guo, Z. and Wang, H.Z. and Xu, Y.H. and Chen, Y.Y. and Wang, S.Q. and Liang, Y.S.",
TITLE = "Reliable Entropy-Induced Anchor Learning for Incomplete Multi-View
Subspace Clustering",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "5293-5306",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147272"}
@article{bb151347,
AUTHOR = "Xu, Y. and Chen, S. and Li, J. and Yang, J.",
TITLE = "Asymptotics-Aware Multi-View Subspace Clustering",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "3650-3663",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147273"}
@article{bb151348,
AUTHOR = "Zhang, Y.S. and Wang, X.X. and Jiang, X.W. and Zhang, L. and Du, B.",
TITLE = "Elastic Graph Fusion Subspace Clustering for Large Hyperspectral
Image",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "6300-6312",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147274"}
@article{bb151349,
AUTHOR = "Lu, Z.M. and Nie, F.P. and Ma, L. and Wang, R. and Li, X.L.",
TITLE = "Simplifying Scalable Subspace Clustering and Its Multi-View Extension
by Anchor-to-Sample Kernel",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "5084-5098",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147275"}
@article{bb151350,
AUTHOR = "Zhang, P.P. and Zhu, W.J. and Yan, W.Q.",
TITLE = "Multi-Level Structural Contrastive Subspace Clustering Network",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3092-3096",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147276"}
@article{bb151351,
AUTHOR = "Zhang, M.J. and Liu, X.W. and Han, T.H. and Qu, X.F. and Niu, S.",
TITLE = "Adaptive Anchor-Guided Representation Learning for Efficient
Multi-View Subspace Clustering",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "6053-6067",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147277"}
@article{bb151352,
AUTHOR = "Hu, W.Y. and Peng, S.T. and Wang, T. and Yu, G.H. and Hua, J.L.",
TITLE = "Adaptive kernel subspace clustering with discrete group structure
constraint",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112045",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147278"}
@article{bb151353,
AUTHOR = "Zhao, X.M. and Xiong, Y. and Wu, J. and Inthasone, S. and Wang, H.J.",
TITLE = "Deep Subspace Clustering Under Class Relation Constraint",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "6730-6741",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147279"}
@article{bb151354,
AUTHOR = "Hou, M.R. and Li, M.Y. and Tan, C.L. and Liu, J. and Li, J.H. and Li, H.",
TITLE = "Frequency-Enhanced Subspace Clustering Network With Information
Bottleneck",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "8694-8706",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147280"}
@article{bb151355,
AUTHOR = "Yang, G. and Deng, T.Q. and Yang, M. and Wang, C.Z.",
TITLE = "Discriminative attention based weighted sparse representation of
visual objects in complex scenarios",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112354",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147281"}
@article{bb151356,
AUTHOR = "Kopriva, I.",
TITLE = "Pseudo labels approach to interpretable self-guided subspace
clustering",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112618",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147282"}
@article{bb151357,
AUTHOR = "Miao, J.Y. and Zhao, J.J. and Yang, T.J. and Fan, C. and Tian, Y.J. and Xu, M.L.",
TITLE = "Sparse subspace learning based redundancy-aware unsupervised feature
selection",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112611",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147283"}
@article{bb151358,
AUTHOR = "Qu, W.T. and Kong, L.C. and Kong, L.L. and Jiang, B.",
TITLE = "Fast online L_0 elastic net subspace clustering via a novel
dictionary update strategy",
JOURNAL = PR,
VOLUME = "173",
YEAR = "2026",
PAGES = "112829",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147284"}
@article{bb151359,
AUTHOR = "Yan, T. and Guo, Q. and Mi, J.X. and Li, W.S.",
TITLE = "Multi-view subspace clustering via tensor nuclear norm factorization",
JOURNAL = PR,
VOLUME = "174",
YEAR = "2026",
PAGES = "112969",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147285"}
@article{bb151360,
AUTHOR = "Hotta, K. and Gu, C.Z. and Zhang, C.",
TITLE = "Consensus-aware sparse subspace clustering via coreset selection",
JOURNAL = PR,
VOLUME = "175",
YEAR = "2026",
PAGES = "113097",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147286"}
@article{bb151361,
AUTHOR = "Zhu, W.J. and Peng, B. and Yan, W.Q.",
TITLE = "Deep Inductive and Scalable Subspace Clustering via Nonlocal
Contrastive Self-Distillation",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "3",
MONTH = "March",
PAGES = "3624-3637",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147287"}
@article{bb151362,
AUTHOR = "Zhang, Z. and Zhou, P. and Yao, A. and Du, L. and Liu, X.W.",
TITLE = "Interpretable Subspace Clustering",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "6020-6034",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147288"}
@article{bb151363,
AUTHOR = "Nie, X.Y. and Xue, Z.H. and Li, J.",
TITLE = "Model knowledge-prior embedded subspace learning network for
hyperspectral image classification",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113587",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147289"}
@article{bb151364,
AUTHOR = "Fan, W. and Li, T.",
TITLE = "Enhanced and Scalable Latent Multi-View Subspace Clustering",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "10349-10362",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147290"}
@article{bb151365,
AUTHOR = "Huang, Y.C. and Kong, H. and Lai, Z.H.",
TITLE = "Low-rank discriminant machine with large margin distribution",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "113969",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147291"}
@article{bb151366,
AUTHOR = "Huang, T.H. and Xu, T.Y. and Wu, X.J. and Kittler, J.V.",
TITLE = "Unfolded ISTA for deep sparse subspace clustering",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "113880",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147292"}
@inproceedings{bb151367,
AUTHOR = "Liu, Z.G. and Zhang, H.Z. and Zhang, H. and Li, X.C. and Shi, W.L. and Gu, B. and Chang, Y.",
TITLE = "Query Efficient Black-Box Visual Prompting with Subspace Learning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "4322-4331",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147293"}
@inproceedings{bb151368,
AUTHOR = "Cai, J.Y. and Fan, J. and Guo, W.Z. and Wang, S.P. and Zhang, Y.H. and Zhang, Z.",
TITLE = "Efficient Deep Embedded Subspace Clustering",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "21-30",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147294"}
@inproceedings{bb151369,
AUTHOR = "Wei, L. and Chen, Z.W. and Yin, J. and Zhu, C.M. and Zhou, R. and Liu, J.",
TITLE = "Adaptive Graph Convolutional Subspace Clustering",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "6262-6271",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147295"}
@inproceedings{bb151370,
AUTHOR = "Mochizuki, E. and Sone, H. and Itoh, H. and Imiya, A.",
TITLE = "Subspace Discrimination Method for Images Using Singular Value
Decomposition",
BOOKTITLE = ISVC21,
YEAR = "2021",
PAGES = "II:287-298",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147296"}
@inproceedings{bb151371,
AUTHOR = "Zhang, S.Z. and You, C. and Vidal, R. and Li, C.G.",
TITLE = "Learning a Self-Expressive Network for Subspace Clustering",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "12388-12398",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147297"}
@inproceedings{bb151372,
AUTHOR = "Valanarasu, J.M.J. and Patel, V.M.",
TITLE = "Overcomplete Deep Subspace Clustering Networks",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "746-755",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147298"}
@inproceedings{bb151373,
AUTHOR = "Zeilmann, A. and Petra, S. and Schnorr, C.",
TITLE = "Learning Linear Assignment Flows for Image Labeling via Exponential
Integration",
BOOKTITLE = SSVM21,
YEAR = "2021",
PAGES = "385-397",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147299"}
@inproceedings{bb151374,
AUTHOR = "Savarino, F. and Albers, P. and Schnorr, C.",
TITLE = "On the Geometric Mechanics of Assignment Flows for Metric Data Labeling",
BOOKTITLE = SSVM21,
YEAR = "2021",
PAGES = "398-410",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147300"}
@inproceedings{bb151375,
AUTHOR = "Zhou, L. and Bai, X. and Zhang, L. and Zhou, J. and Hancock, E.",
TITLE = "Fast Subspace Clustering Based on the Kronecker Product",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "1558-1565",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147301"}
@inproceedings{bb151376,
AUTHOR = "Dong, W.H. and Wu, X.J. and Li, H. and Feng, Z.H. and Kittler, J.V.",
TITLE = "Subspace Clustering via Joint Unsupervised Feature Selection",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "3892-3898",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147302"}
@inproceedings{bb151377,
AUTHOR = "Yang, S. and Zhu, W.Q. and Zhu, Y.S.",
TITLE = "Sparse-Dense Subspace Clustering",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "247-254",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147303"}
@inproceedings{bb151378,
AUTHOR = "Zhan, J. and Zhu, Y. and Bai, Z.",
TITLE = "An Expression-Reinforced Sparse Subspace Clustering By Orthogonal
Matching Pursuit",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "211-215",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147304"}
@inproceedings{bb151379,
AUTHOR = "Zhan, J. and Zhu, Y. and Bai, Z.",
TITLE = "Targeted Incorporating Spatial Information in Sparse Subspace
Clustering of Hyperspectral Remote Sensing Images",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "2531-2535",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147305"}
@inproceedings{bb151380,
AUTHOR = "Zhu, J. and Zhang, T. and Zhao, S.",
TITLE = "Low-Rank Subspace Representation from Optimal Coded-Aperture for
Unsupervised Classification of Hypersepctral Imagery",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "2860-2864",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147306"}
@inproceedings{bb151381,
AUTHOR = "Zhang, M. and Wang, Y. and Kadam, P. and Liu, S. and Kuo, C.C.J.",
TITLE = "Pointhop++: A Lightweight Learning Model on Point Sets for 3D
Classification",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "3319-3323",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147307"}
@inproceedings{bb151382,
AUTHOR = "Yang, M.L. and Deng, C. and Yan, J.C. and Liu, X.L. and Tao, D.C.",
TITLE = "Learning Unseen Concepts via Hierarchical Decomposition and
Composition",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "10245-10253",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147308"}
@inproceedings{bb151383,
AUTHOR = "Dang, Z. and Deng, C. and Yang, X. and Huang, H.",
TITLE = "Multi-Scale Fusion Subspace Clustering Using Similarity Constraint",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "6657-6666",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147309"}
@inproceedings{bb151384,
AUTHOR = "Kheirandishfard, M. and Zohrizadeh, F. and Kamangar, F.",
TITLE = "Deep Low-Rank Subspace Clustering",
BOOKTITLE = Diff-CVML20,
YEAR = "2020",
PAGES = "3776-3781",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147310"}
@inproceedings{bb151385,
AUTHOR = "Chen, Y. and Li, C. and You, C.",
TITLE = "Stochastic Sparse Subspace Clustering",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "4154-4163",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147311"}
@inproceedings{bb151386,
AUTHOR = "Tang, C. and Yuan, L. and Tan, P.",
TITLE = "LSM: Learning Subspace Minimization for Low-Level Vision",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "6234-6245",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147312"}
@inproceedings{bb151387,
AUTHOR = "Ghojogh, B. and Karray, F. and Crowley, M.",
TITLE = "Generalized Subspace Learning by Roweis Discriminant Analysis",
BOOKTITLE = ICIAR20,
YEAR = "2020",
PAGES = "I:328-342",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147313"}
@inproceedings{bb151388,
AUTHOR = "Kheirandishfard, M. and Zohrizadeh, F. and Kamangar, F.",
TITLE = "Multi-Level Representation Learning for Deep Subspace Clustering",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "2028-2037",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147314"}
@inproceedings{bb151389,
AUTHOR = "Lane, C. and Boger, R. and You, C. and Tsakiris, M. and Haeffele, B. and Vidal, R.",
TITLE = "Classifying and Comparing Approaches to Subspace Clustering with
Missing Data",
BOOKTITLE = RSL-CV19,
YEAR = "2019",
PAGES = "669-677",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147315"}
@inproceedings{bb151390,
AUTHOR = "Yamaguchi, M. and Irie, G. and Kawanishi, T. and Kashino, K.",
TITLE = "Subspace Structure-Aware Spectral Clustering for Robust Subspace
Clustering",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "9874-9883",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147316"}
@inproceedings{bb151391,
AUTHOR = "You, C. and Li, C. and Robinson, D. and Vidal, R.",
TITLE = "Is an Affine Constraint Needed for Affine Subspace Clustering?",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "9914-9923",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147317"}
@inproceedings{bb151392,
AUTHOR = "He, L. and Yang, H. and Zhao, L.",
TITLE = "Tensor Subspace Learning and Classification: Tensor Local
Discriminant Embedding for Hyperspectral Image",
BOOKTITLE = RSL-CV19,
YEAR = "2019",
PAGES = "589-598",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147318"}
@inproceedings{bb151393,
AUTHOR = "Rudolph, M. and Wandt, B. and Rosenhahn, B.",
TITLE = "Structuring Autoencoders",
BOOKTITLE = RSL-CV19,
YEAR = "2019",
PAGES = "615-623",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147319"}
@inproceedings{bb151394,
AUTHOR = "Tang, K. and Xu, K. and Su, Z. and Jiang, W. and Luo, X. and Sun, X.",
TITLE = "Structure-Constrained Feature Extraction by Autoencoders for Subspace
Clustering",
BOOKTITLE = RSL-CV19,
YEAR = "2019",
PAGES = "624-632",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147320"}
@inproceedings{bb151395,
AUTHOR = "Seo, J. and Koo, J. and Jeon, T.",
TITLE = "Deep Closed-Form Subspace Clustering",
BOOKTITLE = RSL-CV19,
YEAR = "2019",
PAGES = "633-642",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147321"}
@inproceedings{bb151396,
AUTHOR = "Gilman, K. and Balzano, L.",
TITLE = "Panoramic Video Separation with Online Grassmannian Robust Subspace
Estimation",
BOOKTITLE = RSL-CV19,
YEAR = "2019",
PAGES = "643-651",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147322"}
@inproceedings{bb151397,
AUTHOR = "Li, Y.M. and Zhou, J.T. and Zheng, X.W. and Tian, J.Y. and Tang, Y.Y.",
TITLE = "Robust Subspace Clustering With Independent and Piecewise Identically
Distributed Noise Modeling",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "8712-8721",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147323"}
@inproceedings{bb151398,
AUTHOR = "Wu, J. and Huang, L. and Yang, M. and Chang, L. and Liu, C.",
TITLE = "Sparse Subspace Clustering With Sequentially Ordered and Weighted
L1-Minimization†",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3387-3391",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147324"}
@inproceedings{bb151399,
AUTHOR = "Carvalho, J. and Marques, M. and Costeira, J.P.",
TITLE = "Recovery of Subspace Structure from High-Rank Data with Missing
Entries",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "2010-2014",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT147325"}
Last update:Aug 19, 2026 at 13:26:35