@article{bb142700, AUTHOR = "Mao, Z.W. and Sun, L. and Wu, Y.", 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#TT138684"} @article{bb142701, 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#TT138685"} @article{bb142702, 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#TT138686"} @article{bb142703, 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#TT138687"} @article{bb142704, 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#TT138688"} @article{bb142705, 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#TT138689"} @article{bb142706, 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#TT138690"} @inproceedings{bb142707, 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#TT138691"} @article{bb142708, 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#TT138692"} @article{bb142709, 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#TT138693"} @inproceedings{bb142710, 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#TT138694"} @inproceedings{bb142711, 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#TT138695"} @inproceedings{bb142712, 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#TT138696"} @inproceedings{bb142713, 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#TT138697"} @inproceedings{bb142714, 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#TT138698"} @inproceedings{bb142715, 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#TT138699"} @inproceedings{bb142716, 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#TT138700"} @inproceedings{bb142717, 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#TT138701"} @inproceedings{bb142718, 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#TT138702"} @inproceedings{bb142719, 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#TT138703"} @inproceedings{bb142720, 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#TT138704"} @inproceedings{bb142721, 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#TT138705"} @inproceedings{bb142722, 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#TT138706"} @inproceedings{bb142723, 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#TT138707"} @inproceedings{bb142724, 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#TT138708"} @inproceedings{bb142725, 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#TT138709"} @inproceedings{bb142726, 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#TT138710"} @inproceedings{bb142727, 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#TT138711"} @inproceedings{bb142728, 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#TT138712"} @inproceedings{bb142729, 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#TT138713"} @inproceedings{bb142730, 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#TT138714"} @inproceedings{bb142731, 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#TT138715"} @inproceedings{bb142732, 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#TT138716"} @inproceedings{bb142733, 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#TT138717"} @inproceedings{bb142734, 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#TT138718"} @inproceedings{bb142735, 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#TT138719"} @inproceedings{bb142736, 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#TT138720"} @inproceedings{bb142737, 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#TT138721"} @inproceedings{bb142738, 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#TT138722"} @inproceedings{bb142739, 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#TT138723"} @inproceedings{bb142740, 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#TT138724"} @inproceedings{bb142741, 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#TT138725"} @inproceedings{bb142742, AUTHOR = "Hast, A. and Lind, M. and Vats, E.", TITLE = "Embedded Prototype Subspace Classification: A Subspace Learning Framework", BOOKTITLE = CAIP19, YEAR = "2019", PAGES = "II:581-592", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138726"} @inproceedings{bb142743, AUTHOR = "Fathy, M.E. and Alavi, A. and Chellappa, R.", TITLE = "Nonlinear Subspace Feature Enhancement for Image Set Classification", BOOKTITLE = ACCV18, YEAR = "2018", PAGES = "IV:142-158", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138727"} @inproceedings{bb142744, AUTHOR = "Zhang, T. and Ji, P. and Harandi, M. and Hartley, R.I. and Reid, I.D.", TITLE = "Scalable Deep k-Subspace Clustering", BOOKTITLE = ACCV18, YEAR = "2018", PAGES = "V:466-481", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138728"} @inproceedings{bb142745, AUTHOR = "Zhou, P. and Hou, Y. and Feng, J.", TITLE = "Deep Adversarial Subspace Clustering", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "1596-1604", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138729"} @inproceedings{bb142746, AUTHOR = "Ma, L. and Liu, Z.", TITLE = "Hybrid Sparse Subspace Clustering for Visual Tracking", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "1737-1742", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138730"} @inproceedings{bb142747, AUTHOR = "Ye, Q. and Zhang, Z.", TITLE = "Rotational Invariant Discriminant Subspace Learning For Image Classification", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "1217-1222", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138731"} @inproceedings{bb142748, AUTHOR = "Sznaier, M. and Camps, O.", TITLE = "SoS-RSC: A Sum-of-Squares Polynomial Approach to Robustifying Subspace Clustering Algorithms", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "8033-8041", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138732"} @inproceedings{bb142749, AUTHOR = "Li, C. and Zhang, J. and Guo, J.", TITLE = "Constrained Sparse Subspace Clustering with Side-Information", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "2093-2099", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138733"} @inproceedings{bb142750, AUTHOR = "Zhou, L. and Wang, S. and Bai, X. and Zhou, J. and Hancock, E.R.", TITLE = "Iterative Deep Subspace Clustering", BOOKTITLE = SSSPR18, YEAR = "2018", PAGES = "42-51", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138734"} @inproceedings{bb142751, AUTHOR = "Wang, T. and Cai, H. and Zhang, X. and Lan, L. and Huang, X. and Lu, Z.", TITLE = "Graph-Laplacian Correlated Low-Rank Representation for Subspace Clustering", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "3748-3752", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138735"} @inproceedings{bb142752, AUTHOR = "Panahi, A. and Bian, X. and Krim, H. and Dai, L.", TITLE = "Robust Subspace Clustering by Bi-Sparsity Pursuit: Guarantees and Sequential Algorithm", BOOKTITLE = WACV18, YEAR = "2018", PAGES = "1302-1311", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138736"} @inproceedings{bb142753, AUTHOR = "Abavisani, M. and Patel, V.", TITLE = "Domain Adaptive Subspace Clustering", BOOKTITLE = BMVC16, YEAR = "2016", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138737"} @inproceedings{bb142754, AUTHOR = "Ackermann, H. and Rosenhahn, B. and Yang, M.Y.", TITLE = "Unbiased Sparse Subspace Clustering by Selective Pursuit", BOOKTITLE = CRV17, YEAR = "2017", PAGES = "1-7", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138738"} @inproceedings{bb142755, AUTHOR = "Murdock, C. and de la Torre, F.", TITLE = "Approximate Grassmannian Intersections: Subspace-Valued Subspace Learning", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "4318-4326", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138739"} @inproceedings{bb142756, AUTHOR = "Gholami, B. and Hajisami, A.", TITLE = "Probabilistic Semi-Supervised Multi-Modal Hashing", BOOKTITLE = BMVC16, YEAR = "2016", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138740"} @inproceedings{bb142757, AUTHOR = "Gholami, B. and Pavlovic, V.", TITLE = "Probabilistic Temporal Subspace Clustering", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "4313-4322", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138741"} @inproceedings{bb142758, AUTHOR = "Zhang, Y. and Shi, D. and Gao, J. and Cheng, D.", TITLE = "Low-Rank-Sparse Subspace Representation for Robust Regression", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "2972-2981", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138742"} @inproceedings{bb142759, AUTHOR = "Zheng, W. and Yan, H. and Yang, J. and Yang, J.", TITLE = "Robust unsupervised feature selection by nonnegative sparse subspace learning", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "3615-3620", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138743"} @inproceedings{bb142760, AUTHOR = "Zografos, V. and Krajsek, K. and Menze, B.", TITLE = "An Online Algorithm for Efficient and Temporally Consistent Subspace Clustering", BOOKTITLE = ACCV16, YEAR = "2016", PAGES = "I: 353-368", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138744"} @inproceedings{bb142761, AUTHOR = "Tang, K.W. and Liu, X.D. and Su, Z.X. and Jiang, W. and Dong, J.X.", TITLE = "Subspace Learning Based Low-Rank Representation", BOOKTITLE = ACCV16, YEAR = "2016", PAGES = "I: 416-431", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138745"} @inproceedings{bb142762, AUTHOR = "Cao, G. and Waris, M.A. and Iosifidis, A. and Gabbouj, M.", TITLE = "Multi-modal subspace learning with dropout regularization for cross-modal recognition and retrieval", BOOKTITLE = IPTA16, YEAR = "2016", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138746"} @inproceedings{bb142763, AUTHOR = "Zhang, J. and Li, C.G. and Zhang, H. and Guo, J.", TITLE = "Low-rank and structured sparse subspace clustering", BOOKTITLE = VCIP16, YEAR = "2016", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138747"} @inproceedings{bb142764, AUTHOR = "You, C. and Robinson, D.P. and Vidal, R.", TITLE = "Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "3918-3927", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138748"} @inproceedings{bb142765, AUTHOR = "You, C. and Li, C. and Robinson, D.P. and Vidal, R.", TITLE = "A Scalable Exemplar-Based Subspace Clustering Algorithm for Class-Imbalanced Data", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "IX: 68-85", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138749"} @inproceedings{bb142766, AUTHOR = "You, C. and Li, C.G. and Robinson, D.P. and Vidal, R.", TITLE = "Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "3928-3937", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138750"} @inproceedings{bb142767, AUTHOR = "Yin, M. and Guo, Y. and Gao, J. and He, Z. and Xie, S.", TITLE = "Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "5157-5164", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138751"} @inproceedings{bb142768, AUTHOR = "Cheng, Y. and Wang, Y. and Sznaier, M. and Camps, O.", TITLE = "Subspace Clustering with Priors via Sparse Quadratically Constrained Quadratic Programming", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "5204-5212", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138752"} @inproceedings{bb142769, AUTHOR = "Yang, Y.Z. and Feng, J.S. and Jojic, N. and Yang, J.C. and Huang, T.S.", TITLE = "L0-Sparse Subspace Clustering", BOOKTITLE = ECCV16, YEAR = "2016", PAGES = "II: 731-747", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138753"} @inproceedings{bb142770, AUTHOR = "Ji, P. and Salzmann, M. and Li, H.", TITLE = "Shape Interaction Matrix Revisited and Robustified: Efficient Subspace Clustering with Corrupted and Incomplete Data", BOOKTITLE = ICCV15, YEAR = "2015", PAGES = "4687-4695", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138754"} @inproceedings{bb142771, AUTHOR = "Wen, X. and Qiao, L. and Ma, S. and Liu, W. and Cheng, H.", TITLE = "Sparse Subspace Clustering for Incomplete Images", BOOKTITLE = RSL-CV15, YEAR = "2015", PAGES = "859-867", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138755"} @inproceedings{bb142772, AUTHOR = "Babaee, M. and Babaei, M. and Merget, D. and Tiefenbacher, P. and Rigoll, G.", TITLE = "Attribute constrained subspace learning", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "3941-3945", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138756"} @inproceedings{bb142773, AUTHOR = "Silvestri, F. and Reinelt, G. and Schnorr, C.", TITLE = "A Convex Relaxation Approach to the Affine Subspace Clustering Problem", BOOKTITLE = GCPR15, YEAR = "2015", PAGES = "67-78", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138757"} @inproceedings{bb142774, AUTHOR = "Yao, T. and Pan, Y.W. and Ngo, C.W. and Li, H.Q. and Mei, T.", TITLE = "Semi-supervised Domain Adaptation with Subspace Learning for visual recognition", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "2142-2150", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138758"} @inproceedings{bb142775, AUTHOR = "Kim, E. and Lee, M. and Oh, S.H.", TITLE = "Elastic-net regularization of singular values for robust subspace learning", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "915-923", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138759"} @inproceedings{bb142776, AUTHOR = "Lee, M. and Lee, J. and Lee, H. and Kwak, N.", TITLE = "Membership representation for detecting block-diagonal structure in low-rank or sparse subspace clustering", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "1648-1656", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138760"} @inproceedings{bb142777, AUTHOR = "Li, B.H. and Zhang, Y. and Lin, Z.C. and Lu, H.C.", TITLE = "Subspace clustering by Mixture of Gaussian Regression", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "2094-2102", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138761"} @inproceedings{bb142778, AUTHOR = "Yuan, X.T. and Li, P.", TITLE = "Sparse Additive Subspace Clustering", BOOKTITLE = ECCV14, YEAR = "2014", PAGES = "III: 644-659", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138762"} @inproceedings{bb142779, AUTHOR = "Peng, X. and Zhang, L. and Yi, Z.", TITLE = "Scalable Sparse Subspace Clustering", BOOKTITLE = CVPR13, YEAR = "2013", PAGES = "430-437", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138763"} @inproceedings{bb142780, AUTHOR = "Tierney, S. and Gao, J.B. and Guo, Y.", TITLE = "Subspace Clustering for Sequential Data", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "1019-1026", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138764"} @inproceedings{bb142781, AUTHOR = "Boulemnadjel, A. and Hachouf, F.", TITLE = "Estimating Clusters Centres Using Support Vector Machine: An Improved Soft Subspace Clustering Algorithm", BOOKTITLE = CAIP13, YEAR = "2013", PAGES = "254-261", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138765"} @inproceedings{bb142782, AUTHOR = "Zografos, V. and Ellis, L. and Mester, R.", TITLE = "Discriminative Subspace Clustering", BOOKTITLE = CVPR13, YEAR = "2013", PAGES = "2107-2114", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138766"} @inproceedings{bb142783, AUTHOR = "Lu, C.Y. and Tang, J.H. and Lin, M. and Lin, L. and Yan, S.C. and Lin, Z.C.", TITLE = "Correntropy Induced L2 Graph for Robust Subspace Clustering", BOOKTITLE = ICCV13, YEAR = "2013", PAGES = "1801-1808", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138767"} @inproceedings{bb142784, AUTHOR = "Nasihatkon, B. and Hartley, R.I.", TITLE = "Graph connectivity in sparse subspace clustering", BOOKTITLE = CVPR11, YEAR = "2011", PAGES = "2137-2144", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138768"} @inproceedings{bb142785, AUTHOR = "Ke, Q.F. and Kanade, T.", TITLE = "Robust subspace clustering by combined use of kNND metric and SVD algorithm", BOOKTITLE = CVPR04, YEAR = "2004", PAGES = "II: 592-599", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617ssc1.html#TT138769"} @article{bb142786, AUTHOR = "Chen, N. and Zhu, J. and Sun, F.C. and Xing, E.P.", TITLE = "Large-Margin Predictive Latent Subspace Learning for Multiview Data Analysis", JOURNAL = PAMI, VOLUME = "34", YEAR = "2012", NUMBER = "12", MONTH = "December", PAGES = "2365-2378", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617mvssc2.html#TT138770"} @article{bb142787, AUTHOR = "Wang, Y. and Lin, X.M. and Wu, L. and Zhang, W.J. and Zhang, Q. and Huang, X.D.", TITLE = "Robust Subspace Clustering for Multi-View Data by Exploiting Correlation Consensus", JOURNAL = IP, VOLUME = "24", YEAR = "2015", NUMBER = "11", MONTH = "November", PAGES = "3939-3949", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617mvssc2.html#TT138771"} @article{bb142788, AUTHOR = "Yin, Q.Y. and Wu, S. and Wang, L.", TITLE = "Unified subspace learning for incomplete and unlabeled multi-view data", JOURNAL = PR, VOLUME = "67", YEAR = "2017", NUMBER = "1", PAGES = "313-327", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617mvssc2.html#TT138772"} @article{bb142789, AUTHOR = "Brbic, M. and Kopriva, I.", TITLE = "Multi-view low-rank sparse subspace clustering", JOURNAL = PR, VOLUME = "73", YEAR = "2018", NUMBER = "1", PAGES = "247-258", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617mvssc2.html#TT138773"} @article{bb142790, AUTHOR = "Chen, X.J. and Yang, M. and Huang, J.Z. and Ming, Z.", TITLE = "TWCC: Automated Two-way Subspace Weighting Partitional Co-Clustering", JOURNAL = PR, VOLUME = "76", YEAR = "2018", NUMBER = "1", PAGES = "404-415", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617mvssc2.html#TT138774"} @article{bb142791, AUTHOR = "You, X.G. and Xu, J.M. and Yuan, W. and Jing, X.Y. and Tao, D.C. and Zhang, T.P.", TITLE = "Multi-view common component discriminant analysis for cross-view classification", JOURNAL = PR, VOLUME = "92", YEAR = "2019", PAGES = "37-51", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617mvssc2.html#TT138775"} @article{bb142792, AUTHOR = "Chen, Y.Y. and Xiao, X.L. and Zhou, Y.C.", TITLE = "Jointly Learning Kernel Representation Tensor and Affinity Matrix for Multi-View Clustering", JOURNAL = MultMed, VOLUME = "22", YEAR = "2020", NUMBER = "8", MONTH = "August", PAGES = "1985-1997", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617mvssc2.html#TT138776"} @article{bb142793, AUTHOR = "Chen, Y.Y. and Xiao, X.L. and Zhou, Y.C.", TITLE = "Multi-View Subspace Clustering via Simultaneously Learning the Representation Tensor and Affinity Matrix", JOURNAL = PR, VOLUME = "106", YEAR = "2020", PAGES = "107441", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617mvssc2.html#TT138777"} @article{bb142794, AUTHOR = "Xiao, X.L. and Gong, Y.J. and Hua, Z.Y. and Chen, W.N.", TITLE = "On Reliable Multi-View Affinity Learning for Subspace Clustering", JOURNAL = MultMed, VOLUME = "23", YEAR = "2021", PAGES = "4555-4566", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617mvssc2.html#TT138778"} @article{bb142795, AUTHOR = "Chen, Y.Y. and Xiao, X.L. and Peng, C. and Lu, G.M. and Zhou, Y.C.", TITLE = "Low-Rank Tensor Graph Learning for Multi-View Subspace Clustering", JOURNAL = CirSysVideo, VOLUME = "32", YEAR = "2022", NUMBER = "1", MONTH = "January", PAGES = "92-104", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617mvssc2.html#TT138779"} @article{bb142796, AUTHOR = "Kang, K. and Chen, C.L.Z. and Peng, C.", TITLE = "Consensus Low-Rank Multi-View Subspace Clustering With Cross-View Diversity Preserving", JOURNAL = SPLetters, VOLUME = "30", YEAR = "2023", PAGES = "1512-1516", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617mvssc2.html#TT138780"} @article{bb142797, AUTHOR = "Wang, S.Q. and Lin, Z.P. and Cao, Q. and Cen, Y.G. and Chen, Y.Y.", TITLE = "Bi-Nuclear Tensor Schatten-p Norm Minimization for Multi-View Subspace Clustering", JOURNAL = IP, VOLUME = "32", YEAR = "2023", PAGES = "4059-4072", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617mvssc2.html#TT138781"} @article{bb142798, AUTHOR = "Xiao, X.L. and Wu, Y. and Gong, Y.J.", TITLE = "Relative Comparison-Based Consensus Learning for Multi-View Subspace Clustering", JOURNAL = CirSysVideo, VOLUME = "34", YEAR = "2024", NUMBER = "12", MONTH = "December", PAGES = "12376-12387", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617mvssc2.html#TT138782"} @article{bb142799, AUTHOR = "Zhu, W.C. and Lu, J.W. and Zhou, J.", TITLE = "Structured general and specific multi-view subspace clustering", JOURNAL = PR, VOLUME = "93", YEAR = "2019", PAGES = "392-403", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617mvssc2.html#TT138783"}