@article{bb131000, AUTHOR = "Wang, R. and Chen, H.M. and Lu, Y.H. and Zhang, Q.R. and Nie, F.P. and Li, X.L.", TITLE = "Discrete and Balanced Spectral Clustering With Scalability", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "12", MONTH = "December", PAGES = "14321-14336", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127026"} @article{bb131001, AUTHOR = "Zhou, B. and Liu, W.L. and Shen, M. and Lu, Z.Y. and Zhang, W.Z. and Zhang, L.", TITLE = "Adaptive graph fusion learning for multi-view spectral clustering", JOURNAL = PRL, VOLUME = "176", YEAR = "2023", PAGES = "102-108", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127027"} @article{bb131002, AUTHOR = "Ding, L. and Li, C. and Jin, D. and Ding, S.", TITLE = "Survey of spectral clustering based on graph theory", JOURNAL = PR, VOLUME = "151", YEAR = "2024", PAGES = "110366", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127028"} @article{bb131003, AUTHOR = "Wang, K. and Wang, L. and Zhang, X.L. and Li, J.", TITLE = "Continual Multiview Spectral Clustering via Multilevel Knowledge", JOURNAL = SPLetters, VOLUME = "31", YEAR = "2024", PAGES = "1555-1559", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127029"} @article{bb131004, AUTHOR = "Cai, H.M. and Hu, Y. and Qi, F. and Hu, B. and Cheung, Y.M.", TITLE = "Deep Tensor Spectral Clustering Network via Ensemble of Multiple Affinity Tensors", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "7", MONTH = "July", PAGES = "5080-5091", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127030"} @article{bb131005, AUTHOR = "Lebeau, H. and Chatelain, F. and Couillet, R.", TITLE = "Asymptotic Gaussian Fluctuations of Eigenvectors in Spectral Clustering", JOURNAL = SPLetters, VOLUME = "31", YEAR = "2024", PAGES = "1920-1924", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127031"} @article{bb131006, AUTHOR = "Guo, Y. and Wu, G.", TITLE = "A restarted large-scale spectral clustering with self-guiding and block diagonal representation", JOURNAL = PR, VOLUME = "156", YEAR = "2024", PAGES = "110746", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127032"} @article{bb131007, AUTHOR = "Cai, H.M. and Wang, Y. and Qi, F. and Wang, Z.Y. and Cheung, Y.M.", TITLE = "Multiview Tensor Spectral Clustering via Co-Regularization", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "10", MONTH = "October", PAGES = "6795-6808", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127033"} @article{bb131008, AUTHOR = "Zheng, Q.H.", TITLE = "Flexible and Parameter-Free Graph Learning for Multi-View Spectral Clustering", JOURNAL = CirSysVideo, VOLUME = "34", YEAR = "2024", NUMBER = "9", MONTH = "September", PAGES = "8966-8971", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127034"} @article{bb131009, AUTHOR = "Nie, F.P. and Liu, C. and Wang, R. and Li, X.L.", TITLE = "A Novel and Effective Method to Directly Solve Spectral Clustering", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "12", MONTH = "December", PAGES = "10863-10875", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127035"} @article{bb131010, AUTHOR = "Lin, H. and Peng, Y.F. and Zhang, Y. and Bie, L. and Zhao, X.B. and Gao, Y.", TITLE = "Filter Pruning by High-Order Spectral Clustering", JOURNAL = PAMI, VOLUME = "47", YEAR = "2025", NUMBER = "4", MONTH = "April", PAGES = "2402-2415", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127036"} @inproceedings{bb131011, AUTHOR = "Yamagiwa, H. and Takase, Y. and Kambe, H. and Nakamoto, R.", TITLE = "Zero-Shot Edge Detection with SCESAME: Spectral Clustering-based Ensemble for Segment Anything Model Estimation", BOOKTITLE = Pretrain24, YEAR = "2024", PAGES = "541-551", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127037"} @inproceedings{bb131012, AUTHOR = "Wang, Y.Y.", TITLE = "Improving Spectral Clustering Using Spectrum-Preserving Node Aggregation", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "3063-3068", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127038"} @inproceedings{bb131013, AUTHOR = "El Hajjar, S. and Dornaika, F. and Abdallah, F. and Omrani, H.", TITLE = "Multi-view Spectral Clustering via Integrating Label and Data Graph Learning", BOOKTITLE = CIAP22, YEAR = "2022", PAGES = "III:109-120", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127039"} @inproceedings{bb131014, AUTHOR = "Sahoo, S. and Chakraborty, S.", TITLE = "Graph Spectral Feature Learning for Mixed Data of Categorical and Numerical Type", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "5712-5719", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127040"} @inproceedings{bb131015, AUTHOR = "Liu, X.Y. and Yang, S.C. and Zong, L.L.", TITLE = "Constrained Spectral Clustering Network with Self-Training", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "2861-2866", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127041"} @inproceedings{bb131016, AUTHOR = "Mouden, Z.A.E. and Jakimi, A.", TITLE = "k-eNSC: k-estimation for Normalized Spectral Clustering", BOOKTITLE = ISCV20, YEAR = "2020", PAGES = "1-5", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127042"} @inproceedings{bb131017, AUTHOR = "Muzeau, J. and Oliver Parera, M. and Ladret, P. and Bertolino, P.", TITLE = "Combining Mixture Models and Spectral Clustering for Data Partitioning", BOOKTITLE = ICIAR20, YEAR = "2020", PAGES = "II:63-75", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127043"} @inproceedings{bb131018, AUTHOR = "Yang, X. and Deng, C. and Zheng, F. and Yan, J.C. and Liu, W.", TITLE = "Deep Spectral Clustering Using Dual Autoencoder Network", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "4061-4070", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127044"} @inproceedings{bb131019, AUTHOR = "Huang, S. and Zhang, L. and Li, F.", TITLE = "Spectral Embedded Clustering on Multi-Manifold", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "391-396", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127045"} @inproceedings{bb131020, AUTHOR = "Chen, G.L.", TITLE = "A Scalable Spectral Clustering Algorithm Based on Landmark-Embedding and Cosine Similarity", BOOKTITLE = SSSPR18, YEAR = "2018", PAGES = "52-62", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127046"} @inproceedings{bb131021, AUTHOR = "Challa, A. and Danda, S. and Sagar, B.S.D. and Najman, L.", TITLE = "An Introduction to Gamma-Convergence for Spectral Clustering", BOOKTITLE = DGCI17, YEAR = "2017", PAGES = "185-196", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127047"} @inproceedings{bb131022, AUTHOR = "Lokse, S. and Bianchi, F.M. and Salberg, A.B. and Jenssen, R.", TITLE = "Spectral Clustering Using PCKID: A Probabilistic Cluster Kernel for Incomplete Data", BOOKTITLE = SCIA17, YEAR = "2017", PAGES = "I: 431-442", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127048"} @inproceedings{bb131023, AUTHOR = "Banijamali, E. and Ghodsi, A.", TITLE = "Fast Spectral Clustering Using Autoencoders and Landmarks", BOOKTITLE = ICIAR17, YEAR = "2017", PAGES = "380-388", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127049"} @inproceedings{bb131024, AUTHOR = "Rodriguez, M. and Medrano, C. and Herrero, E. and Orrite, C.", TITLE = "Spectral Clustering Using Friendship Path Similarity", BOOKTITLE = IbPRIA15, YEAR = "2015", PAGES = "319-326", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127050"} @inproceedings{bb131025, AUTHOR = "Chakeri, A. and Farhidzadeh, H. and Hall, L.O.", TITLE = "Spectral sparsification in spectral clustering", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "2301-2306", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127051"} @inproceedings{bb131026, AUTHOR = "Bruneau, P. and Parisot, O. and Otjacques, B.", TITLE = "A Heuristic for the Automatic Parametrization of the Spectral Clustering Algorithm", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "1313-1318", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127052"} @inproceedings{bb131027, AUTHOR = "Ghafarianzadeh, M. and Blaschko, M.B. and Sibley, G.", TITLE = "Unsupervised Spatio-Temporal Segmentation with Sparse Spectral-Clustering", BOOKTITLE = BMVC14, YEAR = "2014", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127053"} @inproceedings{bb131028, AUTHOR = "Feng, J.S. and Lin, Z.C. and Xu, H. and Yan, S.C.", TITLE = "Robust Subspace Segmentation with Block-Diagonal Prior", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "3818-3825", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127054"} @inproceedings{bb131029, AUTHOR = "Hu, H. and Zhou, J.H. and Feng, J.J. and Zhou, J.", TITLE = "Multi-way constrained spectral clustering by nonnegative restriction", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "1550-1553", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127055"} @inproceedings{bb131030, AUTHOR = "Ghoshdastidar, D. and Dukkipati, A. and Adsul, A.P. and Vijayan, A.S.", TITLE = "Spectral Clustering with Jensen-Type Kernels and Their Multi-point Extensions", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "1472-1477", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127056"} @inproceedings{bb131031, AUTHOR = "Fu, X.P. and Martin, S. and Mills, S. and McCane, B.", TITLE = "Improved Spectral Clustering Using Adaptive Mahalanobis Distance", BOOKTITLE = ACPR13, YEAR = "2013", PAGES = "171-175", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127057"} @inproceedings{bb131032, AUTHOR = "Imbajoa Ruiz, D.E. and Gustin, I.D. and Bolanos Ledezma, M. and Arciniegas Mejia, A.F. and Guasmayan Guasmayan, F.A. and Bravo Montenegro, M.J. and Castro Ospina, A.E. and Peluffo Ordonez, D.H.", TITLE = "Multi-labeler Classification Using Kernel Representations and Mixture of Classifiers", BOOKTITLE = CIARP16, YEAR = "2016", PAGES = "343-351", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127058"} @inproceedings{bb131033, AUTHOR = "Peluffo Ordonez, D.H. and Garcia Vega, S. and Alvarez Meza, A.M.", TITLE = "Kernel Spectral Clustering for Dynamic Data", BOOKTITLE = CIARP13, YEAR = "2013", PAGES = "I:238-245", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127059"} @inproceedings{bb131034, AUTHOR = "Peluffo Ordonez, D.H. and Castro Hoyos, C. and Acosta Medina, C.D. and Castellanos Dominguez, C.G.", TITLE = "Quadratic Problem Formulation with Linear Constraints for Normalized Cut Clustering", BOOKTITLE = CIARP14, YEAR = "2014", PAGES = "408-415", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127060"} @inproceedings{bb131035, AUTHOR = "Peluffo Ordonez, D.H. and Acosta Medina, C.D. and Castellanos Dominguez, C.G.", TITLE = "An Improved Multi-class Spectral Clustering Based on Normalized Cuts", BOOKTITLE = CIARP12, YEAR = "2012", PAGES = "130-137", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127061"} @inproceedings{bb131036, AUTHOR = "Alvarez Meza, A.M. and Castro Ospina, A.E. and Castellanos Dominguez, C.G.", TITLE = "Spectral Clustering Using Compactly Supported Graph Building", BOOKTITLE = CIARP14, YEAR = "2014", PAGES = "327-334", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127062"} @inproceedings{bb131037, AUTHOR = "Castro Ospina, A.E. and Alvarez Meza, A.M.", TITLE = "Automatic Graph Building Approach for Spectral Clustering", BOOKTITLE = CIARP13, YEAR = "2013", PAGES = "I:190-197", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127063"} @inproceedings{bb131038, AUTHOR = "Mahmood, A. and Mian, A.S. and Owens, R.", TITLE = "Semi-supervised Spectral Clustering for Image Set Classification", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "121-128", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127064"} @inproceedings{bb131039, AUTHOR = "Mahmood, A. and Mian, A.S.", TITLE = "Hierarchical Sparse Spectral Clustering For Image Set Classification", BOOKTITLE = BMVC12, YEAR = "2012", PAGES = "51", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127065"} @inproceedings{bb131040, AUTHOR = "Huang, H.C. and Chuang, Y.Y. and Chen, C.S.", TITLE = "Affinity aggregation for spectral clustering", BOOKTITLE = CVPR12, YEAR = "2012", PAGES = "773-780", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127066"} @inproceedings{bb131041, AUTHOR = "Gao, H.D. and Zhuang, Y.T. and Wu, F. and Shao, J.", TITLE = "Inverse-degree Sampling for Spectral Clustering", BOOKTITLE = ICIG11, YEAR = "2011", PAGES = "362-367", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127067"} @inproceedings{bb131042, AUTHOR = "Li, M. and Lian, X.C. and Kwok, J.T. and Lu, B.L.", TITLE = "Time and space efficient spectral clustering via column sampling", BOOKTITLE = CVPR11, YEAR = "2011", PAGES = "2297-2304", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127068"} @inproceedings{bb131043, AUTHOR = "Zhu, X.T. and Loy, C.C. and Gong, S.G.", TITLE = "Constructing Robust Affinity Graphs for Spectral Clustering", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "1450-1457", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127069"} @inproceedings{bb131044, AUTHOR = "Lu, Z.W. and Ip, H.H.S.", TITLE = "Constrained Spectral Clustering via Exhaustive and Efficient Constraint Propagation", BOOKTITLE = ECCV10, YEAR = "2010", PAGES = "VI: 1-14", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127070"} @inproceedings{bb131045, AUTHOR = "Lu, Z.D. and Carreira Perpinan, M.A.", TITLE = "Constrained spectral clustering through affinity propagation", BOOKTITLE = CVPR08, YEAR = "2008", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127071"} @inproceedings{bb131046, AUTHOR = "Li, X. and Zhang, Z.F. and Wang, Y.G. and Hu, W.M.", TITLE = "Multiclass spectral clustering based on discriminant analysis", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127072"} @inproceedings{bb131047, AUTHOR = "Aiello, M. and Andreozzi, F. and Catanzariti, E. and Isgro, F. and Santoro, M.", TITLE = "Fast convergence for spectral clustering", BOOKTITLE = CIAP07, YEAR = "2007", PAGES = "641-646", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127073"} @inproceedings{bb131048, AUTHOR = "Li, Z.G. and Liu, J.Z. and Chen, S.F. and Tang, X.", TITLE = "Noise Robust Spectral Clustering", BOOKTITLE = ICCV07, YEAR = "2007", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127074"} @inproceedings{bb131049, AUTHOR = "Luo, B. and Chen, S.B.", TITLE = "LPP and LPP Mixtures for Graph Spectral Clustering", BOOKTITLE = PSIVT06, YEAR = "2006", PAGES = "118-127", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127075"} @inproceedings{bb131050, AUTHOR = "Yu, S.X. and Shi, J.B.", TITLE = "Multiclass spectral clustering", BOOKTITLE = ICCV03, YEAR = "2003", PAGES = "313-319", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602sc1.html#TT127076"} @article{bb131051, AUTHOR = "Loog, M. and Duin, R.P.W. and Haeb Umbach, R.", TITLE = "Multiclass Linear Dimension Reduction by Weighted Pairwise Fisher Criteria", JOURNAL = PAMI, VOLUME = "23", YEAR = "2001", NUMBER = "7", MONTH = "July", PAGES = "762-766", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127077"} @inproceedings{bb131052, AUTHOR = "Duin, R.P.W. and Loog, M. and Haeb Umbach, R.", TITLE = "Multi-class Linear Feature Extraction by Nonlinear PCA", BOOKTITLE = ICPR00, YEAR = "2000", PAGES = "Vol II: 398-401", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127078"} @article{bb131053, AUTHOR = "Loog, M. and Duin, R.P.W.", TITLE = "Linear Dimensionality Reduction via a Heteroscedastic Extension of LDA: The Chernoff Criterion", JOURNAL = PAMI, VOLUME = "26", YEAR = "2004", NUMBER = "6", MONTH = "June", PAGES = "732-739", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127079"} @inproceedings{bb131054, AUTHOR = "Loog, M. and Duin, R.P.W.", TITLE = "The Dipping Phenomenon", BOOKTITLE = SSSPR12, YEAR = "2012", PAGES = "310-317", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127080"} @article{bb131055, AUTHOR = "Loog, M. and van Ginneken, B. and Duin, R.P.W.", TITLE = "Dimensionality reduction of image features using the canonical contextual correlation projection", JOURNAL = PR, VOLUME = "38", YEAR = "2005", NUMBER = "12", MONTH = "December", PAGES = "2409-2418", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127081"} @inproceedings{bb131056, AUTHOR = "Loog, M. and van Ginneken, B. and Duin, R.P.W.", TITLE = "Dimensionality Reduction by Canonical Contextual Correlation Projections", BOOKTITLE = ECCV04, YEAR = "2004", PAGES = "Vol I: 562-573", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127082"} @article{bb131057, AUTHOR = "Loog, M.", TITLE = "On an alternative formulation of the Fisher criterion that overcomes the small sample problem", JOURNAL = PR, VOLUME = "40", YEAR = "2007", NUMBER = "6", MONTH = "June", PAGES = "1753-1755", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127083"} @inproceedings{bb131058, AUTHOR = "Loog, M.", TITLE = "Conditional Linear Discriminant Analysis", BOOKTITLE = ICPR06, YEAR = "2006", PAGES = "II: 387-390", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127084"} @inproceedings{bb131059, AUTHOR = "Loog, M. and de Ridder, D.", TITLE = "Local Discriminant Analysis", BOOKTITLE = ICPR06, YEAR = "2006", PAGES = "III: 328-331", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127085"} @inproceedings{bb131060, AUTHOR = "Qin, A.K. and Suganthan, P.N. and Loog, M.", TITLE = "Efficient Feature Extraction Based on Regularized Uncorrelated Chernoff Discriminant Analysis", BOOKTITLE = ICPR06, YEAR = "2006", PAGES = "III: 125-128", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127086"} @article{bb131061, AUTHOR = "Choi, S.J.", TITLE = "Sequential EM learning for subspace analysis", JOURNAL = PRL, VOLUME = "25", YEAR = "2004", NUMBER = "14", MONTH = "October", PAGES = "1559-1567", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127087"} @article{bb131062, AUTHOR = "Zheng, Z.L. and Yang, J.", TITLE = "Supervised locality pursuit embedding for pattern classification", JOURNAL = IVC, VOLUME = "24", YEAR = "2006", NUMBER = "8", MONTH = "August", PAGES = "819-826", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127088"} @article{bb131063, AUTHOR = "Zubko, V. and Kaufman, Y.J. and Burg, R.I. and Martins, J.V.", TITLE = "Principal Component Analysis of Remote Sensing of Aerosols Over Oceans", JOURNAL = GeoRS, VOLUME = "45", YEAR = "2007", NUMBER = "3", MONTH = "March", PAGES = "730-745", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127089"} @article{bb131064, AUTHOR = "Cho, M.K. and Park, H.Y.", TITLE = "A feature analysis for dimension reduction based on a data generation model with class factors and environment factors", JOURNAL = CVIU, VOLUME = "113", YEAR = "2009", NUMBER = "9", MONTH = "September", PAGES = "1005-1016", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127090"} @article{bb131065, AUTHOR = "Tasoulis, S.K. and Tasoulis, D.K. and Plagianakos, V.P.", TITLE = "Enhancing principal direction divisive clustering", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "10", MONTH = "October", PAGES = "3391-3411", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127091"} @article{bb131066, AUTHOR = "Tasoulis, S.K. and Tasoulis, D.K. and Plagianakos, V.P.", TITLE = "Random direction divisive clustering", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "2", MONTH = "January", PAGES = "131-139", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127092"} @article{bb131067, AUTHOR = "Torbick, N. and Becker, B.", TITLE = "Evaluating Principal Components Analysis for Identifying Optimal Bands Using Wetland Hyperspectral Measurements From the Great Lakes, USA", JOURNAL = RS, VOLUME = "1", YEAR = "2009", NUMBER = "3", MONTH = "September", PAGES = "408-417", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127093"} @article{bb131068, AUTHOR = "Ding, X. and He, L. and Carin, L.", TITLE = "Bayesian Robust Principal Component Analysis", JOURNAL = IP, VOLUME = "20", YEAR = "2011", NUMBER = "12", MONTH = "December", PAGES = "3419-3430", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127094"} @article{bb131069, AUTHOR = "Yektaii, M. and Bhattacharya, P.", TITLE = "A criterion for measuring the separability of clusters and its applications to principal component analysis", JOURNAL = SIViP, VOLUME = "5", YEAR = "2011", NUMBER = "1", MONTH = "March", PAGES = "93-104", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127095"} @article{bb131070, AUTHOR = "Wang, D.H. and Kong, S.", TITLE = "Feature selection from high-order tensorial data via sparse decomposition", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "13", MONTH = "October", PAGES = "1695-1702", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127096"} @article{bb131071, AUTHOR = "Honeine, P.", TITLE = "Online Kernel Principal Component Analysis: A Reduced-Order Model", JOURNAL = PAMI, VOLUME = "34", YEAR = "2012", NUMBER = "9", MONTH = "September", PAGES = "1814-1826", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127097"} @article{bb131072, AUTHOR = "Gao, J.B. and Shi, Q.F. and Caetano, T.S.", TITLE = "Dimensionality reduction via compressive sensing", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "9", MONTH = "July", PAGES = "1163-1170", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127098"} @article{bb131073, AUTHOR = "Tu, S.K. and Xu, L.", TITLE = "A theoretical investigation of several model selection criteria for dimensionality reduction", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "9", MONTH = "July", PAGES = "1117-1126", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127099"} @article{bb131074, AUTHOR = "Zhu, X.Z.", TITLE = "Super-class Discriminant Analysis: A novel solution for heteroscedasticity", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "5", MONTH = "April", PAGES = "545-551", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127100"} @article{bb131075, AUTHOR = "Kadappa, V. and Negi, A.", TITLE = "Computational and space complexity analysis of SubXPCA", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "8", MONTH = "August", PAGES = "2169-2174", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127101"} @article{bb131076, AUTHOR = "Liang, Z.Z. and Xia, S.X. and Zhou, Y. and Zhang, L. and Li, Y.F.", TITLE = "Feature extraction based on Lp-norm generalized principal component analysis", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "9", MONTH = "July", PAGES = "1037-1045", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127102"} @article{bb131077, AUTHOR = "Villegas, M. and Paredes, R.", TITLE = "On improving robustness of LDA and SRDA by using tangent vectors", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "9", MONTH = "July", PAGES = "1094-1100", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127103"} @article{bb131078, AUTHOR = "Hari Kumar, R. and Vinoth Kumar, B.", TITLE = "Comprehensive analysis of LPG-PCA algorithms in denoising and deblurring of medical images", JOURNAL = IJIST, VOLUME = "23", YEAR = "2013", NUMBER = "2", PAGES = "157-170", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127104"} @inproceedings{bb131079, AUTHOR = "Hari Kumar, R. and Vinoth Kumar, B. and Gowthami, S.", TITLE = "Performance analysis of LPG PCA algorithm in medical images", BOOKTITLE = IMVIP12, YEAR = "2012", PAGES = "125-128", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127105"} @article{bb131080, AUTHOR = "Ulfarsson, M.O. and Solo, V.", TITLE = "Selecting the Number of Principal Components with SURE", JOURNAL = SPLetters, VOLUME = "22", YEAR = "2015", NUMBER = "2", MONTH = "February", PAGES = "239-243", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127106"} @article{bb131081, AUTHOR = "Lu, M. and Huang, J.H.Z. and Qian, X.N.", TITLE = "Sparse exponential family Principal Component Analysis", JOURNAL = PR, VOLUME = "60", YEAR = "2016", NUMBER = "1", PAGES = "681-691", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127107"} @article{bb131082, AUTHOR = "Lu, G.F. and Zou, J. and Wang, Y. and Wang, Z.Q.", TITLE = "L1-norm-based principal component analysis with adaptive regularization", JOURNAL = PR, VOLUME = "60", YEAR = "2016", NUMBER = "1", PAGES = "901-907", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127108"} @article{bb131083, AUTHOR = "Yi, S.Y. and Lai, Z.H. and He, Z.Y. and Cheung, Y.M. and Liu, Y.", TITLE = "Joint sparse principal component analysis", JOURNAL = PR, VOLUME = "61", YEAR = "2017", NUMBER = "1", PAGES = "524-536", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127109"} @inproceedings{bb131084, AUTHOR = "Yi, S.Y. and He, Z.Y. and Li, Y. and Cheung, Y.M. and Chen, W.S.", TITLE = "Simultaneous Dual-Views Reconstruction with Adaptive Dictionary and Low-Rank Representation", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "1607-1611", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127110"} @article{bb131085, AUTHOR = "Forghani, Y.", TITLE = "Comment on 'Joint sparse principal component analysis' by S. Yi et al. (Pattern Recognition, vol. 61, pp. 524-536, 2017)", JOURNAL = PR, VOLUME = "77", YEAR = "2018", PAGES = "454-455", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127111"} @article{bb131086, AUTHOR = "Lee, J. and Choe, Y.", TITLE = "Robust PCA Based on Incoherence With Geometrical Interpretation", JOURNAL = IP, VOLUME = "27", YEAR = "2018", NUMBER = "4", MONTH = "April", PAGES = "1939-1950", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127112"} @article{bb131087, AUTHOR = "de Pierrefeu, A. and Lofstedt, T. and Hadj Selem, F. and Dubois, M. and Jardri, R. and Fovet, T. and Ciuciu, P. and Frouin, V. and Duchesnay, E.", TITLE = "Structured Sparse Principal Components Analysis With the TV-Elastic Net Penalty", JOURNAL = MedImg, VOLUME = "37", YEAR = "2018", NUMBER = "2", MONTH = "February", PAGES = "396-407", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127113"} @article{bb131088, AUTHOR = "Chen, X.H. and Sun, H.Q.", TITLE = "L_2,1-norm-based sparse principle component analysis with trace norm regularised term", JOURNAL = IET-IPR, VOLUME = "13", YEAR = "2019", NUMBER = "6", MONTH = "May", PAGES = "910-922", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127114"} @article{bb131089, AUTHOR = "Ma, J. and Yuan, Y.Y.", TITLE = "Dimension reduction of image deep feature using PCA", JOURNAL = JVCIR, VOLUME = "63", YEAR = "2019", PAGES = "102578", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127115"} @article{bb131090, AUTHOR = "Li, X.", TITLE = "Convolutional PCA for Multiple Time Series", JOURNAL = SPLetters, VOLUME = "27", YEAR = "2020", PAGES = "1450-1454", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127116"} @article{bb131091, AUTHOR = "He, Z.X. and Wu, M.T. and Zhao, X.Y. and Zhang, S.Y. and Tan, J.R.", TITLE = "Representative null space LDA for discriminative dimensionality reduction", JOURNAL = PR, VOLUME = "111", YEAR = "2021", PAGES = "107664", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127117"} @article{bb131092, AUTHOR = "Nie, F.P. and Tian, L. and Huang, H. and Ding, C.", TITLE = "Non-Greedy L21-Norm Maximization for Principal Component Analysis", JOURNAL = IP, VOLUME = "30", YEAR = "2021", PAGES = "5277-5286", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127118"} @article{bb131093, AUTHOR = "Lim, Y.J. and Kwon, J. and Oh, H.S.", TITLE = "Principal component analysis in the wavelet domain", JOURNAL = PR, VOLUME = "119", YEAR = "2021", PAGES = "108096", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127119"} @article{bb131094, AUTHOR = "He, F. and Lv, K. and Yang, J. and Huang, X.L.", TITLE = "One-Shot Distributed Algorithm for PCA With RBF Kernels", JOURNAL = SPLetters, VOLUME = "28", YEAR = "2021", PAGES = "1465-1469", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127120"} @article{bb131095, AUTHOR = "Sofuoglu, S.E. and Aviyente, S.", TITLE = "Graph Regularized Low-Rank Tensor-Train for Robust Principal Component Analysis", JOURNAL = SPLetters, VOLUME = "29", YEAR = "2022", PAGES = "1152-1156", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127121"} @article{bb131096, AUTHOR = "Dhanaraj, M. and Markopoulos, P.P.", TITLE = "On the Asymptotic L1-PC of Elliptical Distributions", JOURNAL = SPLetters, VOLUME = "29", YEAR = "2022", PAGES = "2343-2347", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127122"} @article{bb131097, AUTHOR = "Lee, J. and Oh, H.S.", TITLE = "Robust spherical principal curves", JOURNAL = PR, VOLUME = "138", YEAR = "2023", PAGES = "109380", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127123"} @article{bb131098, AUTHOR = "Wang, Y.L. and Kou, K.I. and Chen, H. and Tang, Y.Y. and Li, L.Q.", TITLE = "Double Auto-Weighted Tensor Robust Principal Component Analysis", JOURNAL = IP, VOLUME = "32", YEAR = "2023", PAGES = "5114-5125", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127124"} @article{bb131099, AUTHOR = "Migenda, N. and Moller, R. and Schenck, W.", TITLE = "Adaptive local Principal Component Analysis improves the clustering of high-dimensional data", JOURNAL = PR, VOLUME = "146", YEAR = "2024", PAGES = "110030", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT127125"}