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JOURNAL = PR,
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AUTHOR = "Guo, Y. and Gao, J.B. and Kwan, P.W.",
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JOURNAL = PAMI,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133834"}
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AUTHOR = "Rueda, L.G. and Herrera, M.",
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the transformed space",
JOURNAL = PR,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133835"}
@inproceedings{bb137867,
AUTHOR = "Rueda, L.G. and Herrera, M.",
TITLE = "A New Approach to Multi-class Linear Dimensionality Reduction",
BOOKTITLE = CIARP06,
YEAR = "2006",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133836"}
@inproceedings{bb137868,
AUTHOR = "Rueda, L.G. and Herrera, M.",
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Techniques",
BOOKTITLE = CIARP06,
YEAR = "2006",
PAGES = "624-633",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133837"}
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AUTHOR = "Rueda, L.G. and Herrera, M.",
TITLE = "A theoretical comparison of two-class Fisher's and heteroscedastic
linear dimensionality reduction schemes",
JOURNAL = PRL,
VOLUME = "29",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133838"}
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AUTHOR = "Rueda, L.G. and Oommen, B.J. and Henriquez, C.",
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heteroscedastic schemes",
JOURNAL = PR,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133839"}
@inproceedings{bb137871,
AUTHOR = "Rueda, L.G. and Henriquez, C. and Oommen, B.J.",
TITLE = "Chernoff-Based Multi-class Pairwise Linear Dimensionality Reduction",
BOOKTITLE = CIARP08,
YEAR = "2008",
PAGES = "301-308",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133840"}
@article{bb137872,
AUTHOR = "Shen, C.H. and Li, H.D. and Brooks, M.J.",
TITLE = "Supervised dimensionality reduction via sequential semidefinite
programming",
JOURNAL = PR,
VOLUME = "41",
YEAR = "2008",
NUMBER = "12",
MONTH = "December",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133841"}
@inproceedings{bb137873,
AUTHOR = "Shen, C.H. and Kim, J. and Wang, L.",
TITLE = "A scalable dual approach to semidefinite metric learning",
BOOKTITLE = CVPR11,
YEAR = "2011",
PAGES = "2601-2608",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133842"}
@article{bb137874,
AUTHOR = "Scoleri, T. and Chojnacki, W. and Brooks, M.J.",
TITLE = "Dimensionality reduction for more stable vision parameter estimation",
JOURNAL = IET-CV,
VOLUME = "2",
YEAR = "2008",
NUMBER = "4",
MONTH = "December",
PAGES = "218-227",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133843"}
@inproceedings{bb137875,
AUTHOR = "Scoleri, T.",
TITLE = "Post-hoc Correction Techniques for Constrained Parameter Estimation in
Computer Vision",
BOOKTITLE = DICTA08,
YEAR = "2008",
PAGES = "412-419",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133844"}
@article{bb137876,
AUTHOR = "Nie, F.P. and Xiang, S.M. and Song, Y.Q. and Zhang, C.S.",
TITLE = "Extracting the optimal dimensionality for local tensor discriminant
analysis",
JOURNAL = PR,
VOLUME = "42",
YEAR = "2009",
NUMBER = "1",
MONTH = "January",
PAGES = "105-114",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133845"}
@article{bb137877,
AUTHOR = "Hou, C. and Nie, F.P. and Zhang, C.S. and Wu, Y.",
TITLE = "Learning an Orthogonal and Smooth Subspace for Image Classification",
JOURNAL = SPLetters,
VOLUME = "16",
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NUMBER = "4",
MONTH = "April",
PAGES = "303-306",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133846"}
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AUTHOR = "Hou, C. and Nie, F.P. and Yi, D. and Wu, Y.",
TITLE = "Efficient Image Classification via Multiple Rank Regression",
JOURNAL = IP,
VOLUME = "22",
YEAR = "2013",
NUMBER = "1",
MONTH = "January",
PAGES = "340-352",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133847"}
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AUTHOR = "Liu, Y. and Liu, Y. and Chan, K.C.C.",
TITLE = "Dimensionality reduction for heterogeneous dataset in rushes editing",
JOURNAL = PR,
VOLUME = "42",
YEAR = "2009",
NUMBER = "2",
MONTH = "February",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133848"}
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AUTHOR = "Liu, Y. and Liu, Y. and Chan, K.C.C.",
TITLE = "Tensor-based locally maximum margin classifier for image and video
classification",
JOURNAL = CVIU,
VOLUME = "115",
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NUMBER = "3",
MONTH = "March",
PAGES = "300-309",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133849"}
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AUTHOR = "Liu, Y. and Liu, Y. and Chan, K.C.C.",
TITLE = "Multilinear Isometric Embedding for visual pattern analysis",
BOOKTITLE = Subspace09,
YEAR = "2009",
PAGES = "212-218",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133850"}
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AUTHOR = "Xu, D. and Yan, S.C. and Lin, S. and Huang, T.S.",
TITLE = "Convergent 2-D Subspace Learning With Null Space Analysis",
JOURNAL = CirSysVideo,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133851"}
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AUTHOR = "Xu, D. and Yan, S.C. and Lin, S. and Huang, T.S. and Chang, S.F.",
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JOURNAL = PAMI,
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NUMBER = "10",
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PAGES = "1913-1920",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133852"}
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AUTHOR = "Yan, S.C. and Xu, D. and Lin, S. and Huang, T.S. and Chang, S.F.",
TITLE = "Element Rearrangement for Tensor-Based Subspace Learning",
BOOKTITLE = CVPR07,
YEAR = "2007",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133853"}
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AUTHOR = "Ge, S.Z.S. and He, H.S. and Shen, C.Y.",
TITLE = "Geometrically local embedding in manifolds for dimension reduction",
JOURNAL = PR,
VOLUME = "45",
YEAR = "2012",
NUMBER = "4",
MONTH = "April",
PAGES = "1455-1470",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133854"}
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AUTHOR = "Yan, S.C. and Wang, H. and Tu, J. and Tang, X. and Huang, T.S.",
TITLE = "Mode-kn Factor Analysis for Image Ensembles",
JOURNAL = IP,
VOLUME = "18",
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NUMBER = "3",
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AUTHOR = "Wang, H. and Yan, S.C. and Xu, D. and Tang, X. and Huang, T.S.",
TITLE = "Trace Ratio vs. Ratio Trace for Dimensionality Reduction",
BOOKTITLE = CVPR07,
YEAR = "2007",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133856"}
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AUTHOR = "Renard, N. and Bourennane, S.",
TITLE = "Dimensionality Reduction Based on Tensor Modeling for Classification
Methods",
JOURNAL = GeoRS,
VOLUME = "47",
YEAR = "2009",
NUMBER = "4",
MONTH = "April",
PAGES = "1123-1131",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133857"}
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AUTHOR = "Li, J. and Hao, P.W.",
TITLE = "Finding representative landmarks of data on manifolds",
JOURNAL = PR,
VOLUME = "42",
YEAR = "2009",
NUMBER = "11",
MONTH = "November",
PAGES = "2335-2352",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133858"}
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AUTHOR = "Gullo, F. and Ponti, G. and Tagarelli, A. and Greco, S.",
TITLE = "A time series representation model for accurate and fast similarity
detection",
JOURNAL = PR,
VOLUME = "42",
YEAR = "2009",
NUMBER = "11",
MONTH = "November",
PAGES = "2998-3014",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133859"}
@article{bb137891,
AUTHOR = "Hu, X.Q. and Yang, Z.X. and Jing, L.",
TITLE = "An incremental dimensionality reduction method on discriminant
information for pattern classification",
JOURNAL = PRL,
VOLUME = "30",
YEAR = "2009",
NUMBER = "15",
MONTH = "November",
PAGES = "1416-1423",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133860"}
@article{bb137892,
AUTHOR = "Dianat, R. and Kasaei, S.",
TITLE = "Dimension Reduction of Optical Remote Sensing Images via Minimum Change
Rate Deviation Method",
JOURNAL = GeoRS,
VOLUME = "48",
YEAR = "2010",
NUMBER = "1",
MONTH = "January",
PAGES = "198-206",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133861"}
@article{bb137893,
AUTHOR = "Hsieh, P.F. and Chou, P.W. and Chung, H.Y.",
TITLE = "An MRF-based kernel method for nonlinear feature extraction",
JOURNAL = IVC,
VOLUME = "28",
YEAR = "2010",
NUMBER = "3",
MONTH = "March",
PAGES = "502-517",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133862"}
@article{bb137894,
AUTHOR = "Liang, Z.Z. and Li, Y.F.",
TITLE = "A regularization framework for robust dimensionality reduction with
applications to image reconstruction and feature extraction",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "4",
MONTH = "April",
PAGES = "1269-1281",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133863"}
@article{bb137895,
AUTHOR = "Chu, D.L. and Thye, G.S.",
TITLE = "A new and fast implementation for null space based linear discriminant
analysis",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "4",
MONTH = "April",
PAGES = "1373-1379",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133864"}
@article{bb137896,
AUTHOR = "Czarnowski, I.",
TITLE = "Prototype selection algorithms for distributed learning",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "6",
MONTH = "June",
PAGES = "2292-2300",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133865"}
@article{bb137897,
AUTHOR = "Lin, B.B. and He, X.F. and Zhou, Y. and Liu, L.G. and Lu, K.",
TITLE = "Approximately harmonic projection:
Theoretical analysis and an algorithm",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "10",
MONTH = "October",
PAGES = "3307-3313",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133866"}
@article{bb137898,
AUTHOR = "Yan, S.C. and Hu, Y.X. and Xu, D. and Zhang, H.J. and Zhang, B.Y. and Cheng, Q.S.",
TITLE = "Nonlinear Discriminant Analysis on Embedded Manifold",
JOURNAL = CirSysVideo,
VOLUME = "17",
YEAR = "2007",
NUMBER = "4",
MONTH = "April",
PAGES = "468-477",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133867"}
@article{bb137899,
AUTHOR = "Lee, J.A. and Verleysen, M.",
TITLE = "Scale-independent quality criteria for dimensionality reduction",
JOURNAL = PRL,
VOLUME = "31",
YEAR = "2010",
NUMBER = "14",
MONTH = "October",
PAGES = "2248-2257",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133868"}
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