@inproceedings{bb136200,
AUTHOR = "Hussain, S.U. and Triggs, B.",
TITLE = "Feature Sets and Dimensionality Reduction for Visual Object Detection",
BOOKTITLE = BMVC10,
YEAR = "2010",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132176"}
@inproceedings{bb136201,
AUTHOR = "Shyr, A. and Urtasun, R. and Jordan, M.I.",
TITLE = "Sufficient dimension reduction for visual sequence classification",
BOOKTITLE = CVPR10,
YEAR = "2010",
PAGES = "3610-3617",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132177"}
@inproceedings{bb136202,
AUTHOR = "Wang, P. and Shen, C.H. and Zheng, H. and Ren, Z.",
TITLE = "A Variant of the Trace Quotient Formulation for Dimensionality
Reduction",
BOOKTITLE = ACCV09,
YEAR = "2009",
PAGES = "III: 277-286",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132178"}
@inproceedings{bb136203,
AUTHOR = "Wu, D. and Zhou, Z.L. and Feng, S.J. and He, Y.",
TITLE = "Uninformation Variable Elimination and Successive Projections Algorithm
in Mid-Infrared Spectral Wavenumber Selection",
BOOKTITLE = CISP09,
YEAR = "2009",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132179"}
@inproceedings{bb136204,
AUTHOR = "Sun, Y.K. and Chen, H.",
TITLE = "Application of Rough Set in Image's Feature Attributes Reduction",
BOOKTITLE = CISP09,
YEAR = "2009",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132180"}
@inproceedings{bb136205,
AUTHOR = "Xu, X.L. and Chen, T.",
TITLE = "ISOMAP Algorithm-Based Feature Extraction for Electromechanical
Equipment Fault Prediction",
BOOKTITLE = CISP09,
YEAR = "2009",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132181"}
@inproceedings{bb136206,
AUTHOR = "Saenz, C. and Hernandez, B. and Alberdi, C. and Alfonso, S. and Dineiro, J.M.",
TITLE = "The Number of Linearly Independent Vectors in Spectral Databases",
BOOKTITLE = SCIA09,
YEAR = "2009",
PAGES = "570-579",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132182"}
@inproceedings{bb136207,
AUTHOR = "Gu, G.D. and Zhang, Y.S. and Hu, J.H. and Shen, K.",
TITLE = "An attribute fast reduction algorithm based on modified discernable
matrix of S-rough sets",
BOOKTITLE = IASP09,
YEAR = "2009",
PAGES = "366-368",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132183"}
@inproceedings{bb136208,
AUTHOR = "Jeong, S.D. and Kim, S.W. and Kim, W.Y. and Choi, B.U.",
TITLE = "Effective dimensionality reduction in multimedia applications",
BOOKTITLE = CIIP09,
YEAR = "2009",
PAGES = "82-87",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132184"}
@inproceedings{bb136209,
AUTHOR = "Kashima, H. and Yamasaki, K. and Inokuchi, A. and Saigo, H.",
TITLE = "Regression with interval output values",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132185"}
@inproceedings{bb136210,
AUTHOR = "Jia, Y.Q. and Zhang, C.S.",
TITLE = "Local Regularized Least-Square Dimensionality Reduction",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132186"}
@inproceedings{bb136211,
AUTHOR = "Mahmoudi, M. and Vandergheynst, P. and Sorci, M.",
TITLE = "On the estimation of geodesic paths on sampled manifolds under random
projections",
BOOKTITLE = ICIP08,
YEAR = "2008",
PAGES = "1840-1843",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132187"}
@inproceedings{bb136212,
AUTHOR = "Ribeiro, B. and Vieira, A. and Carvalho das Neves, J.",
TITLE = "Supervised Isomap with Dissimilarity Measures in Embedding Learning",
BOOKTITLE = CIARP08,
YEAR = "2008",
PAGES = "389-396",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132188"}
@inproceedings{bb136213,
AUTHOR = "Shen, C.H. and Li, H.D. and Brooks, M.J.",
TITLE = "A Convex Programming Approach to the Trace Quotient Problem",
BOOKTITLE = ACCV07,
YEAR = "2007",
PAGES = "II: 227-235",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132189"}
@inproceedings{bb136214,
AUTHOR = "Li, J. and Hao, P.W.",
TITLE = "Reliable Representation of Data on Manifolds",
BOOKTITLE = BMVC08,
YEAR = "2008",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132190"}
@inproceedings{bb136215,
AUTHOR = "Li, J. and Hao, P.W.",
TITLE = "Hierarchical Structuring of Data on Manifolds",
BOOKTITLE = CVPR07,
YEAR = "2007",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132191"}
@inproceedings{bb136216,
AUTHOR = "Chen, J.H. and Ye, J.P. and Li, Q.",
TITLE = "Integrating Global and Local Structures:
A Least Squares Framework for Dimensionality Reduction",
BOOKTITLE = CVPR07,
YEAR = "2007",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132192"}
@inproceedings{bb136217,
AUTHOR = "Yang, Z.R. and Laaksonen, J.T.",
TITLE = "Regularized Neighborhood Component Analysis",
BOOKTITLE = SCIA07,
YEAR = "2007",
PAGES = "253-262",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132193"}
@inproceedings{bb136218,
AUTHOR = "Li, Y.Z. and Ming, F. and Yang, J.Y. and Pan, R.L.",
TITLE = "An Efficient Method of Nonlinear Feature Extraction Based on SVM",
BOOKTITLE = ICARCV06,
YEAR = "2006",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132194"}
@inproceedings{bb136219,
AUTHOR = "Song, F.X. and Zhang, D. and Chen, Q.L. and Yang, J.Y.",
TITLE = "A Novel Supervised Dimensionality Reduction Algorithm for Online Image
Recognition",
BOOKTITLE = PSIVT06,
YEAR = "2006",
PAGES = "198-207",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132195"}
@inproceedings{bb136220,
AUTHOR = "Yan, S.C. and Tang, X.",
TITLE = "Dimensionality Reduction with Adaptive Kernels",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 626-629",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132196"}
@inproceedings{bb136221,
AUTHOR = "Chen, H.F. and Jiang, G.F. and Yoshihira, K.",
TITLE = "Robust Nonlinear Dimensionality Reduction for Manifold Learning",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 447-450",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132197"}
@inproceedings{bb136222,
AUTHOR = "Yu, K. and Yu, S.P. and Tresp, V.",
TITLE = "Multi-Output Regularized Projection",
BOOKTITLE = CVPR05,
YEAR = "2005",
PAGES = "II: 597-602",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132198"}
@inproceedings{bb136223,
AUTHOR = "Wolf, L.B. and Bileschi, S.M.",
TITLE = "Combining Variable Selection with Dimensionality Reduction",
BOOKTITLE = CVPR05,
YEAR = "2005",
PAGES = "II: 801-806",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT132199"}
@inproceedings{bb136224,
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#TT132199"}
@inproceedings{bb136225,
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#TT132200"}
@inproceedings{bb136226,
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#TT132201"}
@inproceedings{bb136227,
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#TT132202"}
@inproceedings{bb136228,
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#TT132203"}
@inproceedings{bb136229,
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#TT132204"}
@inproceedings{bb136230,
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#TT132205"}
@inproceedings{bb136231,
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#TT132206"}
@inproceedings{bb136232,
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#TT132207"}
@inproceedings{bb136233,
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#TT132208"}
@article{bb136234,
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#TT132209"}
@article{bb136235,
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#TT132210"}
@article{bb136236,
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#TT132211"}
@article{bb136237,
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#TT132212"}
@article{bb136238,
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#TT132213"}
@article{bb136239,
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#TT132214"}
@article{bb136240,
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#TT132215"}
@article{bb136241,
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#TT132216"}
@article{bb136242,
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#TT132217"}
@article{bb136243,
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#TT132218"}
@article{bb136244,
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#TT132219"}
@article{bb136245,
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#TT132220"}
@article{bb136246,
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#TT132221"}
@article{bb136247,
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#TT132222"}
@article{bb136248,
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#TT132223"}
@article{bb136249,
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#TT132224"}
@article{bb136250,
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#TT132225"}
@article{bb136251,
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#TT132226"}
@article{bb136252,
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#TT132227"}
@article{bb136253,
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#TT132228"}
@article{bb136254,
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#TT132229"}
@article{bb136255,
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#TT132230"}
@article{bb136256,
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#TT132231"}
@article{bb136257,
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#TT132232"}
@article{bb136258,
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#TT132233"}
@article{bb136259,
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#TT132234"}
@article{bb136260,
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#TT132235"}
@article{bb136261,
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#TT132236"}
@article{bb136262,
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#TT132237"}
@article{bb136263,
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#TT132238"}
@article{bb136264,
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#TT132239"}
@article{bb136265,
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#TT132240"}
@article{bb136266,
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#TT132241"}
@article{bb136267,
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#TT132242"}
@article{bb136268,
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#TT132243"}
@article{bb136269,
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#TT132244"}
@article{bb136270,
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#TT132245"}
@article{bb136271,
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#TT132246"}
@article{bb136272,
AUTHOR = "Lu, X.H. and Long, J. and Wen, J. and Fei, L.K. 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#TT132247"}
@article{bb136273,
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#TT132248"}
@article{bb136274,
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#TT132249"}
@inproceedings{bb136275,
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#TT132250"}
@inproceedings{bb136276,
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#TT132251"}
@inproceedings{bb136277,
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#TT132252"}
@inproceedings{bb136278,
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#TT132253"}
@inproceedings{bb136279,
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#TT132254"}
@inproceedings{bb136280,
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#TT132255"}
@inproceedings{bb136281,
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#TT132256"}
@article{bb136282,
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#TT132257"}
@inproceedings{bb136283,
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#TT132258"}
@article{bb136284,
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#TT132259"}
@inproceedings{bb136285,
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#TT132260"}
@inproceedings{bb136286,
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#TT132261"}
@inproceedings{bb136287,
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#TT132262"}
@inproceedings{bb136288,
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#TT132263"}
@inproceedings{bb136289,
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#TT132264"}
@inproceedings{bb136290,
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#TT132265"}
@article{bb136291,
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#TT132266"}
@article{bb136292,
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#TT132267"}
@article{bb136293,
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#TT132268"}
@article{bb136294,
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#TT132269"}
@article{bb136295,
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#TT132270"}
@article{bb136296,
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#TT132271"}
@article{bb136297,
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#TT132272"}
@article{bb136298,
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#TT132273"}
@inproceedings{bb136299,
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#TT132274"}
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