@inproceedings{bb130900,
AUTHOR = "Bileschi, S.M. and Wolf, L.B.",
TITLE = "Combining Variable Selection with Dimensionality Reduction",
BOOKTITLE = CSAIL,
YEAR = "2005",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT126923"}
@inproceedings{bb130901,
AUTHOR = "Andersson, F. and Nilsson, J.",
TITLE = "Nonlinear Dimensionality Reduction Using Circuit Models",
BOOKTITLE = SCIA05,
YEAR = "2005",
PAGES = "950-959",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT126924"}
@inproceedings{bb130902,
AUTHOR = "Trujillo, M. and Sadki, M.",
TITLE = "Correspondence analysis applied to textural features recognition",
BOOKTITLE = Southwest04,
YEAR = "2004",
PAGES = "119-123",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT126925"}
@inproceedings{bb130903,
AUTHOR = "Brown, M. and Costen, N.P. and Akamatsu, S.",
TITLE = "Efficient calculation of the complete optimal classification set",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "II: 307-310",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT126926"}
@inproceedings{bb130904,
AUTHOR = "Shimano, M. and Nagao, K.",
TITLE = "Simultaneous optimization of class configuration and feature space for
object recognition",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "II: 7-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT126927"}
@inproceedings{bb130905,
AUTHOR = "Wang, J. and Lu, H.Q. and Liu, Q.S.",
TITLE = "Feature space analysis using low-order tensor voting",
BOOKTITLE = ICIP04,
YEAR = "2004",
PAGES = "IV: 2681-2684",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT126928"}
@inproceedings{bb130906,
AUTHOR = "Wang, J. and Lu, H.Q. and Liu, Q.S.",
TITLE = "Tensor voting toward feature space analysis",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "III: 462-465",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT126929"}
@inproceedings{bb130907,
AUTHOR = "Dasarathy, B.V. and Sanchez, J.S.",
TITLE = "Tandem Fusion of Nearest Neighbor Editing and Condensing Algorithms:
Data Dimensionality Effects",
BOOKTITLE = ICPR00,
YEAR = "2000",
PAGES = "Vol II: 692-695",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT126930"}
@inproceedings{bb130908,
AUTHOR = "Piper, J. and Poole, I. and Carothers, A.",
TITLE = "Stein's paradox and improved quadratic discrimination of real and
simulated data by covariance weighting",
BOOKTITLE = ICPR94,
YEAR = "1994",
PAGES = "B:529-532",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT126931"}
@inproceedings{bb130909,
AUTHOR = "Valev, V.",
TITLE = "On the representation of training tables in a K-valued code and the
construction of empirical regularities",
BOOKTITLE = ICPR88,
YEAR = "1988",
PAGES = "II: 779-781",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT126932"}
@article{bb130910,
AUTHOR = "de Backer, S. and Naud, A. and Scheunders, P.",
TITLE = "Nonlinear Dimensionality Reduction Techniques for
Unsupervised Feature Extraction",
JOURNAL = PRL,
VOLUME = "19",
YEAR = "1998",
NUMBER = "8",
MONTH = "June",
PAGES = "711-720",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126933"}
@article{bb130911,
AUTHOR = "Cappelli, R. and Maio, D. and Maltoni, D.",
TITLE = "Multispace KL for Pattern Representation and Classification",
JOURNAL = PAMI,
VOLUME = "23",
YEAR = "2001",
NUMBER = "9",
MONTH = "September",
PAGES = "977-996",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126934"}
@article{bb130912,
AUTHOR = "Nie, F.P. and Xiang, S.M. and Jia, Y.Q. and Zhang, C.S.",
TITLE = "Semi-supervised orthogonal discriminant analysis via label propagation",
JOURNAL = PR,
VOLUME = "42",
YEAR = "2009",
NUMBER = "11",
MONTH = "November",
PAGES = "2615-2627",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126935"}
@article{bb130913,
AUTHOR = "Nie, F.P. and Xu, D. and Li, X. and Xiang, S.M.",
TITLE = "Semisupervised Dimensionality Reduction and Classification Through
Virtual Label Regression",
JOURNAL = SMC-B,
VOLUME = "41",
YEAR = "2011",
NUMBER = "3",
MONTH = "June",
PAGES = "675-685",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126936"}
@article{bb130914,
AUTHOR = "Xu, D. and Yan, X.",
TITLE = "Semi-Supervised Bilinear Subspace Learning",
JOURNAL = IP,
VOLUME = "18",
YEAR = "2009",
NUMBER = "7",
MONTH = "July",
PAGES = "1671-1676",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126937"}
@article{bb130915,
AUTHOR = "Kim, J.K. and Choi, S.J.",
TITLE = "Clustering with r-regular graphs",
JOURNAL = PR,
VOLUME = "42",
YEAR = "2009",
NUMBER = "9",
MONTH = "September",
PAGES = "2020-2028",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126938"}
@article{bb130916,
AUTHOR = "Lee, S.H. and Choi, S.J.",
TITLE = "Landmark MDS ensemble",
JOURNAL = PR,
VOLUME = "42",
YEAR = "2009",
NUMBER = "9",
MONTH = "September",
PAGES = "2045-2053",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126939"}
@article{bb130917,
AUTHOR = "Hou, C.P. and Zhang, C.S. and Wu, Y. and Nie, F.P.",
TITLE = "Multiple view semi-supervised dimensionality reduction",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "3",
MONTH = "March",
PAGES = "720-730",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126940"}
@article{bb130918,
AUTHOR = "Nie, F.P. and Xu, D. and Tsang, I.W.H. and Zhang, C.S.",
TITLE = "Flexible Manifold Embedding: A Framework for Semi-Supervised and
Unsupervised Dimension Reduction",
JOURNAL = IP,
VOLUME = "19",
YEAR = "2010",
NUMBER = "7",
MONTH = "July",
PAGES = "1921-1932",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126941"}
@article{bb130919,
AUTHOR = "Faivishevsky, L. and Goldberger, J.",
TITLE = "An unsupervised data projection that preserves the cluster structure",
JOURNAL = PRL,
VOLUME = "33",
YEAR = "2012",
NUMBER = "3",
MONTH = "February",
PAGES = "256-262",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126942"}
@article{bb130920,
AUTHOR = "Gu, N.N. and Fan, M.Y. and Qiao, H. and Zhang, B.",
TITLE = "Discriminative Sparsity Preserving Projections for Semi-Supervised
Dimensionality Reduction",
JOURNAL = SPLetters,
VOLUME = "19",
YEAR = "2012",
NUMBER = "7",
MONTH = "July",
PAGES = "391-394",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126943"}
@article{bb130921,
AUTHOR = "Zhao, M.B. and Zhang, Z. and Chow, T.W.S.",
TITLE = "Trace ratio criterion based generalized discriminative learning for
semi-supervised dimensionality reduction",
JOURNAL = PR,
VOLUME = "45",
YEAR = "2012",
NUMBER = "4",
PAGES = "1482-1499",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126944"}
@article{bb130922,
AUTHOR = "Mu, T.T. and Goulermas, J.Y. and Tsujii, J. and Ananiadou, S.",
TITLE = "Proximity-Based Frameworks for Generating Embeddings from Multi-Output
Data",
JOURNAL = PAMI,
VOLUME = "34",
YEAR = "2012",
NUMBER = "11",
MONTH = "November",
PAGES = "2216-2232",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126945"}
@article{bb130923,
AUTHOR = "Han, Y.H. and Wu, F. and Tao, D.C. and Shao, J. and Zhuang, Y.T. and Jiang, J.M.",
TITLE = "Sparse Unsupervised Dimensionality Reduction for Multiple View Data",
JOURNAL = CirSysVideo,
VOLUME = "22",
YEAR = "2012",
NUMBER = "10",
MONTH = "October",
PAGES = "1485-1496",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126946"}
@article{bb130924,
AUTHOR = "Jukic, A. and Filipovic, M.",
TITLE = "Supervised feature extraction for tensor objects based on
maximization of mutual information",
JOURNAL = PRL,
VOLUME = "34",
YEAR = "2013",
NUMBER = "13",
PAGES = "1476-1484",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126947"}
@article{bb130925,
AUTHOR = "Zhang, Z. and Yan, S.C. and Zhao, M.B.",
TITLE = "Pairwise Sparsity Preserving Embedding for Unsupervised Subspace
Learning and Classification",
JOURNAL = IP,
VOLUME = "22",
YEAR = "2013",
NUMBER = "12",
PAGES = "4640-4651",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126948"}
@article{bb130926,
AUTHOR = "Yang, S. and Jin, P. and Li, B. and Yang, L. and Xu, W. and Jiao, L.",
TITLE = "Semisupervised Dual-Geometric Subspace Projection for Dimensionality
Reduction of Hyperspectral Image Data",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "6",
MONTH = "June",
PAGES = "3587-3593",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126949"}
@article{bb130927,
AUTHOR = "Kim, K. and Lee, J.W.",
TITLE = "Sentiment visualization and classification via semi-supervised
nonlinear dimensionality reduction",
JOURNAL = PR,
VOLUME = "47",
YEAR = "2014",
NUMBER = "2",
PAGES = "758-768",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126950"}
@article{bb130928,
AUTHOR = "Wang, F. and Li, R. and Lei, Z.K. and Ni, X.S. and Huo, X.M. and Chen, M.",
TITLE = "Kernel fusion-refinement for semi-supervised nonlinear dimension
reduction",
JOURNAL = PRL,
VOLUME = "63",
YEAR = "2015",
NUMBER = "1",
PAGES = "16-22",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126951"}
@article{bb130929,
AUTHOR = "Guo, X. and Tie, Y. and Qi, L. and Guan, L.",
TITLE = "A Novel Semi-Supervised Dimensionality Reduction Framework",
JOURNAL = MultMedMag,
VOLUME = "23",
YEAR = "2016",
NUMBER = "2",
MONTH = "April",
PAGES = "28-41",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126952"}
@article{bb130930,
AUTHOR = "Wang, S. and Lu, J.F. and Gu, X.J. and Du, H.S. and Yang, J.Y.",
TITLE = "Semi-supervised linear discriminant analysis for dimension reduction
and classification",
JOURNAL = PR,
VOLUME = "57",
YEAR = "2016",
NUMBER = "1",
PAGES = "179-189",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126953"}
@article{bb130931,
AUTHOR = "Yu, T. and Zhang, W.",
TITLE = "Semisupervised Multilabel Learning With Joint Dimensionality
Reduction",
JOURNAL = SPLetters,
VOLUME = "23",
YEAR = "2016",
NUMBER = "6",
MONTH = "June",
PAGES = "795-799",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126954"}
@article{bb130932,
AUTHOR = "Song, Y.Q. and Nie, F.P. and Zhang, C.S.",
TITLE = "Semi-supervised sub-manifold discriminant analysis",
JOURNAL = PRL,
VOLUME = "29",
YEAR = "2008",
NUMBER = "13",
MONTH = "October",
PAGES = "1806-1813",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126955"}
@article{bb130933,
AUTHOR = "Song, Y.Q. and Nie, F.P. and Zhang, C.S. and Xiang, S.M.",
TITLE = "A unified framework for semi-supervised dimensionality reduction",
JOURNAL = PR,
VOLUME = "41",
YEAR = "2008",
NUMBER = "9",
MONTH = "September",
PAGES = "2789-2799",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126956"}
@article{bb130934,
AUTHOR = "Zhang, Q. and Sun, J.Y. and Zhong, G.Q. and Dong, J.Y.",
TITLE = "Random Multi-Graphs: A semi-supervised learning framework for
classification of high dimensional data",
JOURNAL = IVC,
VOLUME = "60",
YEAR = "2017",
NUMBER = "1",
PAGES = "30-37",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126957"}
@article{bb130935,
AUTHOR = "Sakarya, U.",
TITLE = "Dimension reduction using global and local pattern information-based
maximum margin criterion",
JOURNAL = SIViP,
VOLUME = "10",
YEAR = "2016",
NUMBER = "5",
MONTH = "May",
PAGES = "903-909",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126958"}
@article{bb130936,
AUTHOR = "Sakarya, U.",
TITLE = "Semi-supervised dimension reduction approaches integrating global and
local pattern information",
JOURNAL = SIViP,
VOLUME = "13",
YEAR = "2019",
NUMBER = "1",
MONTH = "February",
PAGES = "171-178",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126959"}
@article{bb130937,
AUTHOR = "Yu, M.Y. and Shao, L. and Zhen, X.T. and He, X.F.",
TITLE = "Local Feature Discriminant Projection",
JOURNAL = PAMI,
VOLUME = "38",
YEAR = "2016",
NUMBER = "9",
MONTH = "September",
PAGES = "1908-1914",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126960"}
@article{bb130938,
AUTHOR = "Chen, P. and Jiao, L.C. and Liu, F. and Zhao, J.Q. and Zhao, Z.Q. and Liu, S.",
TITLE = "Semi-supervised double sparse graphs based discriminant analysis for
dimensionality reduction",
JOURNAL = PR,
VOLUME = "61",
YEAR = "2017",
NUMBER = "1",
PAGES = "361-378",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126961"}
@article{bb130939,
AUTHOR = "Sun, L. and Kudo, M. and Kimura, K.",
TITLE = "READER: Robust Semi-Supervised Multi-Label Dimension Reduction",
JOURNAL = IEICE,
VOLUME = "E100-D",
YEAR = "2017",
NUMBER = "10",
MONTH = "October",
PAGES = "2597-2604",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126962"}
@article{bb130940,
AUTHOR = "Zhang, J. and Yu, J. and Tao, D.",
TITLE = "Local Deep-Feature Alignment for Unsupervised Dimension Reduction",
JOURNAL = IP,
VOLUME = "27",
YEAR = "2018",
NUMBER = "5",
MONTH = "May",
PAGES = "2420-2432",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126963"}
@article{bb130941,
AUTHOR = "Mikalsen, K.O. and Soguero Ruiz, C. and Bianchi, F.M. and Jenssen, R.",
TITLE = "Noisy multi-label semi-supervised dimensionality reduction",
JOURNAL = PR,
VOLUME = "90",
YEAR = "2019",
PAGES = "257-270",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126964"}
@article{bb130942,
AUTHOR = "Murphy, J.M.",
TITLE = "Spatially regularized active diffusion learning for high-dimensional
images",
JOURNAL = PRL,
VOLUME = "135",
YEAR = "2020",
PAGES = "213-220",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126965"}
@article{bb130943,
AUTHOR = "Lu, Y.D. and Wu, G.",
TITLE = "Fast and incremental algorithms for exponential semi-supervised
discriminant embedding",
JOURNAL = PR,
VOLUME = "108",
YEAR = "2020",
PAGES = "107530",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126966"}
@article{bb130944,
AUTHOR = "Pang, W.R. and Wu, G.",
TITLE = "Fast algorithms for incremental and decremental semi-supervised
discriminant analysis",
JOURNAL = PR,
VOLUME = "131",
YEAR = "2022",
PAGES = "108888",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126967"}
@article{bb130945,
AUTHOR = "Chen, H. and Nie, F.P. and Wang, R. and Li, X.L.",
TITLE = "Adaptive Flexible Optimal Graph for Unsupervised Dimensionality
Reduction",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "2162-2166",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126968"}
@article{bb130946,
AUTHOR = "Xie, L.P. and Guo, W. and Wei, H. and Tang, Y.Y. and Tao, D.C.",
TITLE = "Efficient Unsupervised Dimension Reduction for Streaming Multiview
Data",
JOURNAL = Cyber,
VOLUME = "52",
YEAR = "2022",
NUMBER = "3",
MONTH = "March",
PAGES = "1772-1784",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126969"}
@article{bb130947,
AUTHOR = "Yuan, Z. and Chen, H.M. and Li, T.R.",
TITLE = "Exploring interactive attribute reduction via fuzzy complementary
entropy for unlabeled mixed data",
JOURNAL = PR,
VOLUME = "127",
YEAR = "2022",
PAGES = "108651",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126970"}
@article{bb130948,
AUTHOR = "Lu, X.H. and Long, J. and Wen, J. and Fei, L. and Zhang, B. and Xu, Y.",
TITLE = "Locality preserving projection with symmetric graph embedding for
unsupervised dimensionality reduction",
JOURNAL = PR,
VOLUME = "131",
YEAR = "2022",
PAGES = "108844",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126971"}
@article{bb130949,
AUTHOR = "Wang, J. and Wu, Y.W. and Li, B. and Yang, Z.G. and Nie, F.P.",
TITLE = "Fast anchor graph preserving projections",
JOURNAL = PR,
VOLUME = "146",
YEAR = "2024",
PAGES = "109996",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126972"}
@article{bb130950,
AUTHOR = "Wang, Q. and Wang, F. and Li, Z.H. and Wang, Z. and Nie, F.P.",
TITLE = "Coordinate Descent Optimized Trace Difference Model for Joint
Clustering and Feature Extraction",
JOURNAL = PR,
VOLUME = "146",
YEAR = "2024",
PAGES = "110062",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126973"}
@inproceedings{bb130951,
AUTHOR = "Spathis, D. and Passalis, N. and Tefas, A.",
TITLE = "Fast, Visual and Interactive Semi-supervised Dimensionality Reduction",
BOOKTITLE = CEFR-LCV18,
YEAR = "2018",
PAGES = "IV:550-563",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126974"}
@inproceedings{bb130952,
AUTHOR = "Yang, Q.W. and Sun, F.C.",
TITLE = "Unsupervised Local Linear Preserving Manifold Reduction with
Uncertainty Pretraining for Image Recognition",
BOOKTITLE = CVS17,
YEAR = "2017",
PAGES = "527-539",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126975"}
@inproceedings{bb130953,
AUTHOR = "Wang, Y.M. and Morariu, V.I. and Davis, L.S.",
TITLE = "Unsupervised Feature Extraction Inspired by Latent Low-Rank
Representation",
BOOKTITLE = WACV15,
YEAR = "2015",
PAGES = "542-549",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126976"}
@inproceedings{bb130954,
AUTHOR = "Morariu, V.I. and Ahmed, E. and Santhanam, V. and Harwood, D. and Davis, L.S.",
TITLE = "Composite Discriminant Factor analysis",
BOOKTITLE = WACV14,
YEAR = "2014",
PAGES = "564-571",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126977"}
@inproceedings{bb130955,
AUTHOR = "Carreira Perpinan, M.A. and Lu, Z.D.",
TITLE = "Parametric dimensionality reduction by unsupervised regression",
BOOKTITLE = CVPR10,
YEAR = "2010",
PAGES = "1895-1902",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126978"}
@inproceedings{bb130956,
AUTHOR = "Carreira Perpinan, M.A. and Lu, Z.D.",
TITLE = "Dimensionality reduction by unsupervised regression",
BOOKTITLE = CVPR08,
YEAR = "2008",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126979"}
@inproceedings{bb130957,
AUTHOR = "Yang, W. and Zhang, S.W. and Liang, W.",
TITLE = "A Graph Based Subspace Semi-supervised Learning Framework for
Dimensionality Reduction",
BOOKTITLE = ECCV08,
YEAR = "2008",
PAGES = "II: 664-677",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126980"}
@inproceedings{bb130958,
AUTHOR = "Gong, H.F. and Pan, C.H. and Yang, Q. and Lu, H.Q. and Ma, S.D.",
TITLE = "Neural Network Modeling of Spectral Embedding",
BOOKTITLE = BMVC06,
YEAR = "2006",
PAGES = "I:227",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126981"}
@inproceedings{bb130959,
AUTHOR = "Gong, H.F. and Pan, C.H. and Yang, Q. and Lu, H.Q. and Ma, S.D.",
TITLE = "A Semi-Supervised Framework for Mapping Data to the Intrinsic Manifold",
BOOKTITLE = ICCV05,
YEAR = "2005",
PAGES = "I: 98-105",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602ssup3.html#TT126982"}
@article{bb130960,
AUTHOR = "Lin, T. and Zha, H.B.",
TITLE = "Riemannian Manifold Learning",
JOURNAL = PAMI,
VOLUME = "30",
YEAR = "2008",
NUMBER = "5",
MONTH = "May",
PAGES = "796-809",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT126983"}
@inproceedings{bb130961,
AUTHOR = "Lin, T. and Zha, H.B. and Lee, S.U.",
TITLE = "Riemannian Manifold Learning for Nonlinear Dimensionality Reduction",
BOOKTITLE = ECCV06,
YEAR = "2006",
PAGES = "I: 44-55",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT126984"}
@article{bb130962,
AUTHOR = "Subbarao, R. and Meer, P.",
TITLE = "Nonlinear Mean Shift over Riemannian Manifolds",
JOURNAL = IJCV,
VOLUME = "84",
YEAR = "2009",
NUMBER = "1",
MONTH = "August",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT126985"}
@inproceedings{bb130963,
AUTHOR = "Subbarao, R. and Meer, P.",
TITLE = "Discontinuity Preserving Filtering over Analytic Manifolds",
BOOKTITLE = CVPR07,
YEAR = "2007",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT126986"}
@inproceedings{bb130964,
AUTHOR = "Subbarao, R. and Meer, P.",
TITLE = "Nonlinear Mean Shift for Clustering over Analytic Manifolds",
BOOKTITLE = CVPR06,
YEAR = "2006",
PAGES = "I: 1168-1175",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT126987"}
@inproceedings{bb130965,
AUTHOR = "Subbarao, R. and Meer, P.",
TITLE = "Subspace Estimation Using Projection Based M-Estimators over Grassmann
Manifolds",
BOOKTITLE = ECCV06,
YEAR = "2006",
PAGES = "I: 301-312",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT126988"}
@inproceedings{bb130966,
AUTHOR = "Subbarao, R. and Meer, P.",
TITLE = "Heteroscedastic Projection Based M-Estimators",
BOOKTITLE = EEMCV05,
YEAR = "2005",
PAGES = "III: 38-38",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT126989"}
@inproceedings{bb130967,
AUTHOR = "Subbarao, R. and Genc, Y. and Meer, P.",
TITLE = "Robust unambiguous parametrization of the essential manifold",
BOOKTITLE = CVPR08,
YEAR = "2008",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT126990"}
@inproceedings{bb130968,
AUTHOR = "Subbarao, R. and Genc, Y. and Meer, P.",
TITLE = "Nonlinear Mean Shift for Robust Pose Estimation",
BOOKTITLE = WACV07,
YEAR = "2007",
PAGES = "6-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT126991"}
@article{bb130969,
AUTHOR = "Tan, H.L. and Ma, Z.M. and Zhang, S. and Zhan, Z.R. and Zhang, B.B. and Zhang, C.G.",
TITLE = "Grassmann manifold for nearest points image set classification",
JOURNAL = PRL,
VOLUME = "68, Part 1",
YEAR = "2015",
NUMBER = "1",
PAGES = "190-196",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT126992"}
@article{bb130970,
AUTHOR = "Zhao, K. and Alavi, A. and Wiliem, A. and Lovell, B.C.",
TITLE = "Efficient clustering on Riemannian manifolds:
A kernelised random projection approach",
JOURNAL = PR,
VOLUME = "51",
YEAR = "2016",
NUMBER = "1",
PAGES = "333-345",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT126993"}
@article{bb130971,
AUTHOR = "Liu, T. and Shi, Z. and Liu, Y.",
TITLE = "Joint Normalization and Dimensionality Reduction on Grassmannian:
A Generalized Perspective",
JOURNAL = SPLetters,
VOLUME = "25",
YEAR = "2018",
NUMBER = "6",
MONTH = "June",
PAGES = "858-862",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT126994"}
@article{bb130972,
AUTHOR = "Ali, M. and Gao, J.B. and Antolovich, M.",
TITLE = "Parametric Classification of Bingham Distributions Based on Grassmann
Manifolds",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "12",
MONTH = "December",
PAGES = "5771-5784",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT126995"}
@article{bb130973,
AUTHOR = "Xie, X.F. and Yu, Z.L. and Gu, Z.H. and Li, Y.Q.",
TITLE = "Classification of symmetric positive definite matrices based on
bilinear isometric Riemannian embedding",
JOURNAL = PR,
VOLUME = "87",
YEAR = "2019",
PAGES = "94-105",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT126996"}
@article{bb130974,
AUTHOR = "Hechmi, S. and Gallas, A. and Zagrouba, E.",
TITLE = "Multi-kernel sparse subspace clustering on the Riemannian manifold of
symmetric positive definite matrices",
JOURNAL = PRL,
VOLUME = "125",
YEAR = "2019",
PAGES = "21-27",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT126997"}
@article{bb130975,
AUTHOR = "Gao, Z. and Wu, Y.W. and Bu, X.Y. and Yu, T. and Yuan, J.S. and Jia, Y.D.",
TITLE = "Learning a robust representation via a deep network on symmetric
positive definite manifolds",
JOURNAL = PR,
VOLUME = "92",
YEAR = "2019",
PAGES = "1-12",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT126998"}
@article{bb130976,
AUTHOR = "Minnehan, B. and Savakis, A.",
TITLE = "Deep domain adaptation with manifold aligned label transfer",
JOURNAL = MVA,
VOLUME = "30",
YEAR = "2019",
NUMBER = "3",
MONTH = "April",
PAGES = "473-485",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT126999"}
@inproceedings{bb130977,
AUTHOR = "Minnehan, B. and Savakis, A.",
TITLE = "Manifold Guided Label Transfer for Deep Domain Adaptation",
BOOKTITLE = Diff-CVML17,
YEAR = "2017",
PAGES = "744-752",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127000"}
@inproceedings{bb130978,
AUTHOR = "Kumar, S. and Savakis, A.",
TITLE = "Learning a perceptual manifold for image set classification",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "4433-4437",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127001"}
@inproceedings{bb130979,
AUTHOR = "Kumar, S. and Savakis, A.",
TITLE = "Robust Domain Adaptation on the L1-Grassmannian Manifold",
BOOKTITLE = DIFF-CV16,
YEAR = "2016",
PAGES = "1058-1065",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127002"}
@article{bb130980,
AUTHOR = "Yang, Z. and Cheng, Y. and Wu, H. and Wang, H.",
TITLE = "Enhanced Matrix CFAR Detection With Dimensionality Reduction of
Riemannian Manifold",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "2084-2088",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127003"}
@article{bb130981,
AUTHOR = "Chen, S. and Harandi, M. and Jin, X. and Yang, X.",
TITLE = "Domain Adaptation by Joint Distribution Invariant Projections",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "8264-8277",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127004"}
@article{bb130982,
AUTHOR = "Wei, D. and Shen, X.B. and Sun, Q.S. and Gao, X.Z. and Yan, W.Z.",
TITLE = "Prototype learning and collaborative representation using Grassmann
manifolds for image set classification",
JOURNAL = PR,
VOLUME = "100",
YEAR = "2020",
PAGES = "107123",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127005"}
@article{bb130983,
AUTHOR = "Wang, B. and Hu, Y. and Gao, J. and Sun, Y. and Ju, F. and Yin, B.",
TITLE = "Learning Adaptive Neighborhood Graph on Grassmann Manifolds for
Video/Image-Set Subspace Clustering",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "216-227",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127006"}
@article{bb130984,
AUTHOR = "Wang, H.Y. and Han, G.Q. and Zhang, B. and Tao, G.H. and Cai, H.M.",
TITLE = "Multi-View Learning a Decomposable Affinity Matrix via Tensor
Self-Representation on Grassmann Manifold",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "8396-8409",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127007"}
@article{bb130985,
AUTHOR = "Wu, D.Y. and Dong, X. and Nie, F.P. and Wang, R. and Li, X.L.",
TITLE = "An attention-based framework for multi-view clustering on Grassmann
manifold",
JOURNAL = PR,
VOLUME = "128",
YEAR = "2022",
PAGES = "108610",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127008"}
@article{bb130986,
AUTHOR = "Chakraborty, R. and Bouza, J. and Manton, J.H. and Vemuri, B.C.",
TITLE = "ManifoldNet: A Deep Neural Network for Manifold-Valued Data With
Applications",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "2",
MONTH = "February",
PAGES = "799-810",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127009"}
@article{bb130987,
AUTHOR = "Chen, S.T. and Zheng, L. and Wu, H.",
TITLE = "Riemannian representation learning for multi-source domain adaptation",
JOURNAL = PR,
VOLUME = "137",
YEAR = "2023",
PAGES = "109271",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127010"}
@article{bb130988,
AUTHOR = "Yin, W.G. and Ma, Z.M. and Liu, Q.Y.",
TITLE = "Discriminative subspace learning via optimization on Riemannian
manifold",
JOURNAL = PR,
VOLUME = "139",
YEAR = "2023",
PAGES = "109450",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127011"}
@article{bb130989,
AUTHOR = "Ben Amor, B. and Arguillere, S. and Shao, L.",
TITLE = "ResNet-LDDMM:
Advancing the LDDMM Framework Using Deep Residual Networks",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "3707-3720",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127012"}
@article{bb130990,
AUTHOR = "Mohammadi, M. and Babai, M. and Wilkinson, M.H.F.",
TITLE = "Generalized Relevance Learning Grassmann Quantization",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "502-513",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127013"}
@article{bb130991,
AUTHOR = "Zeng, X.H. and Guo, J. and Wei, Y.F. and Zhuo, Y.",
TITLE = "Deep hybrid manifold for image set classification",
JOURNAL = IVC,
VOLUME = "143",
YEAR = "2024",
PAGES = "104935",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127014"}
@article{bb130992,
AUTHOR = "Cai, L.P. and Shi, J. and Du, S. and Gao, Y. and Ying, S.H.",
TITLE = "Self-adaptive subspace representation from a geometric intuition",
JOURNAL = PR,
VOLUME = "149",
YEAR = "2024",
PAGES = "110228",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127015"}
@inproceedings{bb130993,
AUTHOR = "Wang, H.Q. and Li, Z.Z. and Zhang, W.",
TITLE = "Get the Best of Both Worlds: Improving Accuracy and Transferability
by Grassmann Class Representation",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "22421-22430",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127016"}
@inproceedings{bb130994,
AUTHOR = "Tayanov, V. and Krzyzak, A. and Suen, C.Y.",
TITLE = "Analysis of Different Deep Learning Architectures to Learn
Generalised Classifier Stacking on Riemannian and Grassmann Manifolds",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2735-2741",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127017"}
@inproceedings{bb130995,
AUTHOR = "Tayanov, V. and Krzyzak, A. and Suen, C.Y.",
TITLE = "Comparison of Stacking-based Classifier Ensembles using Euclidean and
Riemannian Geometries",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "10359-10366",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127018"}
@inproceedings{bb130996,
AUTHOR = "Piao, X.L. and Hu, Y.L. and Gao, J.B. and Sun, Y.F. and Yang, X. and Yin, B.C.",
TITLE = "Reweighted Non-Convex Non-Smooth Rank Minimization Based Spectral
Clustering on Grassmann Manifold",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "V:562-577",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127019"}
@inproceedings{bb130997,
AUTHOR = "Schwarz, J. and Draxler, F. and Kothe, U. and Schnorr, C.",
TITLE = "Riemannian SOS-Polynomial Normalizing Flows",
BOOKTITLE = GCPR20,
YEAR = "2020",
PAGES = "218-231",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127020"}
@inproceedings{bb130998,
AUTHOR = "Shao, H. and Kumar, A. and Fletcher, P.T.",
TITLE = "The Riemannian Geometry of Deep Generative Models",
BOOKTITLE = Diff-CVML18,
YEAR = "2018",
PAGES = "428-4288",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127021"}
@inproceedings{bb130999,
AUTHOR = "Li, Y. and Lu, R.",
TITLE = "Riemannian Metric Learning based on Curvature Flow",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "806-811",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602rie2.html#TT127022"}
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