@article{bb98000,
        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",
        PAGES = "229-242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94472"}

@article{bb98001,
        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",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "300-309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94473"}

@inproceedings{bb98002,
        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#TT94474"}

@article{bb98003,
        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,
        VOLUME = "18",
        YEAR = "2008",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1753-1759",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94475"}

@article{bb98004,
        AUTHOR = "Xu, D. and Yan, S.C. and Lin, S. and Huang, T.S. and Chang, S.F.",
        TITLE = "Enhancing Bilinear Subspace Learning by Element Rearrangement",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1913-1920",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94476"}

@inproceedings{bb98005,
        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#TT94477"}

@article{bb98006,
        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/pattern601.html#TT94478"}

@article{bb98007,
        AUTHOR = "Pang, Y. and Yuan, Y. and Li, X.L.",
        TITLE = "Effective Feature Extraction in High-Dimensional Space",
        JOURNAL = SMC-B,
        VOLUME = "38",
        YEAR = "2008",
        NUMBER = "6",
        MONTH = "December",
        PAGES = "1652-1656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94479"}

@article{bb98008,
        AUTHOR = "Pang, Y. and Yuan, Y. and Li, X.L.",
        TITLE = "Iterative Subspace Analysis Based on Feature Line Distance",
        JOURNAL = IP,
        VOLUME = "18",
        YEAR = "2009",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "903-907",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94480"}

@article{bb98009,
        AUTHOR = "Pan, Y.Z. and Ge, S.Z.S. and Al Mamun, A.",
        TITLE = "Weighted locally linear embedding for dimension reduction",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "798-811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94481"}

@article{bb98010,
        AUTHOR = "Ge, S.Z.S. and Guan, F. and Pan, Y.Z. and Loh, A.P.",
        TITLE = "Neighborhood linear embedding for intrinsic structure discovery",
        JOURNAL = MVA,
        VOLUME = "21",
        YEAR = "2010",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94482"}

@article{bb98011,
        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#TT94483"}

@article{bb98012,
        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",
        YEAR = "2009",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "670-676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94484"}

@inproceedings{bb98013,
        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",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94485"}

@article{bb98014,
        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#TT94486"}

@article{bb98015,
        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/pattern601.html#TT94487"}

@article{bb98016,
        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/pattern601.html#TT94488"}

@article{bb98017,
        AUTHOR = "Hou, C.P. and Zhang, C.S. and Wu, Y. and Jiao, Y.Y.",
        TITLE = "Stable local dimensionality reduction approaches",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2054-2066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94489"}

@article{bb98018,
        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/pattern601.html#TT94490"}

@article{bb98019,
        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#TT94491"}

@article{bb98020,
        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#TT94492"}

@article{bb98021,
        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#TT94493"}

@article{bb98022,
        AUTHOR = "Zhang, T. and Huang, K. and Li, X. and Yang, J. and Tao, D.",
        TITLE = "Discriminative Orthogonal Neighborhood-Preserving Projections for
Classification",
        JOURNAL = SMC-B,
        VOLUME = "40",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "253-263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94494"}

@article{bb98023,
        AUTHOR = "Jia, P. and Yin, J.S. and Huang, X.S. and Hu, D.",
        TITLE = "Incremental Laplacian eigenmaps by preserving adjacent information
between data points",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "1457-1463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94495"}

@article{bb98024,
        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#TT94496"}

@article{bb98025,
        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#TT94497"}

@article{bb98026,
        AUTHOR = "Wang, J. and Zhang, Z.Y.",
        TITLE = "Nonlinear embedding preserving multiple local-linearities",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1257-1268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94498"}

@article{bb98027,
        AUTHOR = "Zhang, Z.Y. and Wang, J. and Zha, H.Y.",
        TITLE = "Adaptive Manifold Learning",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "253-265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94499"}

@article{bb98028,
        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#TT94500"}

@article{bb98029,
        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#TT94501"}

@article{bb98030,
        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#TT94502"}

@article{bb98031,
        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#TT94503"}

@article{bb98032,
        AUTHOR = "Qu, H.N. and Li, G.Z. and Xu, W.S.",
        TITLE = "An asymmetric classifier based on partial least squares",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3448-3457",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94504"}

@article{bb98033,
        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/pattern601.html#TT94505"}

@article{bb98034,
        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#TT94506"}

@article{bb98035,
        AUTHOR = "Lewandowski, M. and Makris, D. and Nebel, J.C.",
        TITLE = "Automatic configuration of spectral dimensionality reduction methods",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "12",
        MONTH = "September",
        PAGES = "1720-1727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94507"}

@article{bb98036,
        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#TT94508"}

@article{bb98037,
        AUTHOR = "Wang, J.Z. and Zhang, B. and Qi, M. and Kong, J.",
        TITLE = "Linear discriminant projection embedding based on patches alignment",
        JOURNAL = IVC,
        VOLUME = "28",
        YEAR = "2010",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1624-1636",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94509"}

@article{bb98038,
        AUTHOR = "Kaban, A.",
        TITLE = "On the distance concentration awareness of certain data reduction
techniques",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "265-277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94510"}

@article{bb98039,
        AUTHOR = "Ailon, N. and Chazelle, B.",
        TITLE = "Faster Dimension Reduction",
        JOURNAL = CACM,
        VOLUME = "53",
        YEAR = "2010",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "97-104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94511"}

@article{bb98040,
        AUTHOR = "Zhang, P. and Qiao, H. and Zhang, B.",
        TITLE = "An improved local tangent space alignment method for manifold learning",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "181-189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94512"}

@article{bb98041,
        AUTHOR = "Salamo, M. and Lopez Sanchez, M.",
        TITLE = "Rough set based approaches to feature selection for Case-Based
Reasoning classifiers",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "280-292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94513"}

@article{bb98042,
        AUTHOR = "Villegas, M. and Paredes, R.",
        TITLE = "Dimensionality reduction by minimizing nearest-neighbor classification
error",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "4",
        MONTH = "March",
        PAGES = "633-639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94514"}

@article{bb98043,
        AUTHOR = "Shang, F.H. and Jiao, L.C. and Shi, J.R. and Chai, J.",
        TITLE = "Robust Positive semidefinite L-Isomap Ensemble",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "4",
        MONTH = "March",
        PAGES = "640-649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94515"}

@article{bb98044,
        AUTHOR = "Kim, M.Y. and Pavlovic, V.",
        TITLE = "Central Subspace Dimensionality Reduction Using Covariance Operators",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "657-670",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94516"}

@inproceedings{bb98045,
        AUTHOR = "Kim, M.Y. and Pavlovic, V.",
        TITLE = "Dimensionality reduction using covariance operator inverse regression",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94517"}

@article{bb98046,
        AUTHOR = "Kim, M.Y.",
        TITLE = "Time-Series Dimensionality Reduction via Granger Causality",
        JOURNAL = SPLetters,
        VOLUME = "19",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "611-614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94518"}

@article{bb98047,
        AUTHOR = "Gao, X. and Wang, X. and Tao, D. and Li, X.",
        TITLE = "Supervised Gaussian Process Latent Variable Model for Dimensionality
Reduction",
        JOURNAL = SMC-B,
        VOLUME = "41",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "425-434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94519"}

@article{bb98048,
        AUTHOR = "Xiong, H. and Liu, T. and Tao, D. and Shen, H.T.",
        TITLE = "Dual Diversified Dynamical Gaussian Process Latent Variable Model for
Video Repairing",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3626-3637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94520"}

@article{bb98049,
        AUTHOR = "Wu, J. and Zhang, X.L.",
        TITLE = "Maximum Margin Clustering Based Statistical VAD With Multiple
Observation Compound Feature",
        JOURNAL = SPLetters,
        VOLUME = "18",
        YEAR = "2011",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "283-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94521"}

@article{bb98050,
        AUTHOR = "Park, H. and Kwon, H.C.",
        TITLE = "Improved Gini-Index Algorithm to Correct Feature-Selection Bias in Text
Classification",
        JOURNAL = IEICE,
        VOLUME = "E94-D",
        YEAR = "2011",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "855-865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94522"}

@article{bb98051,
        AUTHOR = "Li, H.S. and Jiang, H. and Barrio, R. and Liao, X.K. and Cheng, L.Z. and Su, F.",
        TITLE = "Incremental manifold learning by spectral embedding methods",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "10",
        MONTH = "July",
        PAGES = "1447-1455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94523"}

@article{bb98052,
        AUTHOR = "Chang, C.I. and Safavi, H.",
        TITLE = "Progressive dimensionality reduction by transform for hyperspectral
imagery",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "10-11",
        MONTH = "October",
        PAGES = "2760-2773",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94524"}

@article{bb98053,
        AUTHOR = "Wang, R.P. and Shan, S.G. and Chen, X.L. and Chen, J. and Gao, W.",
        TITLE = "Maximal Linear Embedding for Dimensionality Reduction",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1776-1792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94525"}

@article{bb98054,
        AUTHOR = "Wong, W.K. and Zhao, H.T.",
        TITLE = "Supervised optimal locality preserving projection",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "186-197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94526"}

@inproceedings{bb98055,
        AUTHOR = "Lai, Z.H. and Jin, Z. and Wong, W.K.",
        TITLE = "Tangent space discriminant analysis for feature extraction",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "3793-3796",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94527"}

@article{bb98056,
        AUTHOR = "van de Ville, D. and Kocher, M.",
        TITLE = "Nonlocal Means With Dimensionality Reduction and SURE-Based Parameter
Selection",
        JOURNAL = IP,
        VOLUME = "20",
        YEAR = "2011",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2683-2690",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94528"}

@article{bb98057,
        AUTHOR = "Lazaro Gredilla, M. and Van Vaerenbergh, S. and Lawrence, N.D.",
        TITLE = "Overlapping Mixtures of Gaussian Processes for the data association
problem",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1386-1395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94529"}

@inproceedings{bb98058,
        AUTHOR = "Urtasun, R. and Quattoni, A. and Lawrence, N.D. and Darrell, T.J.",
        TITLE = "Transferring Nonlinear Representations using Gaussian Processes
with a Shared Latent Space",
        BOOKTITLE = CSAIL,
        YEAR = "2008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94530"}

@article{bb98059,
        AUTHOR = "Alvarez, M.A. and Luengo, D. and Lawrence, N.D.",
        TITLE = "Linear Latent Force Models Using Gaussian Processes",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "11",
        PAGES = "2693-2705",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94531"}

@inproceedings{bb98060,
        AUTHOR = "Geiger, A. and Urtasun, R. and Darrell, T.J. and Stiefelhagen, R.",
        TITLE = "Rank Priors for Continuous Non-Linear Dimensionality Reduction",
        BOOKTITLE = CSAIL,
        YEAR = "2008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94532"}

@inproceedings{bb98061,
        AUTHOR = "Geiger, A. and Urtasun, R. and Darrell, T.J.",
        TITLE = "Rank Priors for Continuous Non-Linear Dimensionality Reduction",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "880-887",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94532"}

@article{bb98062,
        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/pattern601.html#TT94533"}

@article{bb98063,
        AUTHOR = "Zhu, X.F. and Huang, Z. and Shen, H.T. and Cheng, J. and Xu, C.S.",
        TITLE = "Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3003-3016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94534"}

@article{bb98064,
        AUTHOR = "Gu, 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/pattern601.html#TT94535"}

@article{bb98065,
        AUTHOR = "Zhang, Z. and Zhao, M. and Chow, T.W.S.",
        TITLE = "Constrained large Margin Local Projection algorithms and extensions for
multimodal dimensionality reduction",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4466-4493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94536"}

@article{bb98066,
        AUTHOR = "Zhao, M. 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/pattern601.html#TT94537"}

@article{bb98067,
        AUTHOR = "Cardoso, A. and Wichert, A.",
        TITLE = "Iterative random projections for high-dimensional data clustering",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1749-1755",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94538"}

@article{bb98068,
        AUTHOR = "Leiva Murillo, J.M. and Artes Rodriguez, A.",
        TITLE = "Algorithms for maximum-likelihood bandwidth selection in kernel density
estimators",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1717-1724",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94539"}

@article{bb98069,
        AUTHOR = "Orlov, N.V. and Eckley, D.M. and Shamir, L. and Goldberg, I.G.",
        TITLE = "Improving class separability using extended pixel planes:
A comparative study",
        JOURNAL = MVA,
        VOLUME = "23",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "1047-1058",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94540"}

@article{bb98070,
        AUTHOR = "Zhu, X.F. and Huang, Z. and Yang, Y. and Shen, H.T. and Xu, C.S. and Luo, J.B.",
        TITLE = "Self-taught dimensionality reduction on the high-dimensional
small-sized data",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "215-229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94541"}

@article{bb98071,
        AUTHOR = "Hacine Gharbi, A. and Ravier, P. and Harba, R. and Mohamadi, T.",
        TITLE = "Low bias histogram-based estimation of mutual information for feature
selection",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "July",
        PAGES = "1302-1308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94542"}

@article{bb98072,
        AUTHOR = "Hacine Gharbi, A. and Ravier, P.",
        TITLE = "A binning formula of bi-histogram for joint entropy estimation using
mean square error minimization",
        JOURNAL = PRL,
        VOLUME = "101",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "21-28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94543"}

@article{bb98073,
        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/pattern601.html#TT94544"}

@article{bb98074,
        AUTHOR = "Mu, T.T. and Goulermas, J.Y.",
        TITLE = "Automatic Generation of Co-Embeddings from Relational Data with
Adaptive Shaping",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "10",
        PAGES = "2340-2356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94545"}

@article{bb98075,
        AUTHOR = "Wu, Y. and Mu, T.T. and Liatsis, P. and Goulermas, J.Y.",
        TITLE = "Computation of heterogeneous object co-embeddings from relational
measurements",
        JOURNAL = PR,
        VOLUME = "65",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "146-163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94546"}

@article{bb98076,
        AUTHOR = "Yu, J. and Tao, D.C. and Rui, Y. and Cheng, J.",
        TITLE = "Pairwise constraints based multiview features fusion for scene
classification",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "483-496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94547"}

@article{bb98077,
        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/pattern601.html#TT94548"}

@article{bb98078,
        AUTHOR = "Zhou, T. and Tao, D.",
        TITLE = "Double Shrinking Sparse Dimension Reduction",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "244-257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94549"}

@article{bb98079,
        AUTHOR = "Lai, Z.",
        TITLE = "Sparse local discriminant projections for discriminant knowledge
extraction and classification",
        JOURNAL = IET-CV,
        VOLUME = "6",
        YEAR = "2012",
        NUMBER = "6",
        PAGES = "551-559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94550"}

@article{bb98080,
        AUTHOR = "Cevikalp, H. and Triggs, B.",
        TITLE = "Hyperdisk based large margin classifier",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1523-1531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94551"}

@inproceedings{bb98081,
        AUTHOR = "Cevikalp, H. and Triggs, B.",
        TITLE = "Large margin classifiers based on convex class models",
        BOOKTITLE = Subspace09,
        YEAR = "2009",
        PAGES = "101-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94552"}

@article{bb98082,
        AUTHOR = "Cevikalp, H. and Triggs, B.",
        TITLE = "Visual Object Detection Using Cascades of Binary and One-Class
Classifiers",
        JOURNAL = IJCV,
        VOLUME = "123",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "July",
        PAGES = "334-349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94553"}

@inproceedings{bb98083,
        AUTHOR = "Cevikalp, H. and Triggs, B.",
        TITLE = "Efficient object detection using cascades of nearest convex model
classifiers",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "3138-3145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94554"}

@inproceedings{bb98084,
        AUTHOR = "Cevikalp, H. and Triggs, B.",
        TITLE = "Polyhedral Conic Classifiers for Visual Object Detection and
Classification",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4114-4122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94555"}

@article{bb98085,
        AUTHOR = "Cevikalp, H.",
        TITLE = "Best Fitting Hyperplanes for Classification",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1076-1088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94556"}

@inproceedings{bb98086,
        AUTHOR = "Cevikalp, H.",
        TITLE = "2-Sided Best Fitting Hyperplane Classifier",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "226-231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94557"}

@inproceedings{bb98087,
        AUTHOR = "Cevikalp, H. and Triggs, B.",
        TITLE = "Face recognition based on image sets",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "2567-2573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94558"}

@inproceedings{bb98088,
        AUTHOR = "Cevikalp, H. and Triggs, B. and Jurie, F. and Polikar, R.",
        TITLE = "Margin-based discriminant dimensionality reduction for visual
recognition",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94559"}

@inproceedings{bb98089,
        AUTHOR = "Cevikalp, H. and Yavuz, H.S.",
        TITLE = "Large Margin Classifier Based on Affine Hulls",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "21-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94560"}

@inproceedings{bb98090,
        AUTHOR = "Cevikalp, H.",
        TITLE = "Semi-supervised Distance Metric Learning by Quadratic Programming",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "3352-3355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94561"}

@article{bb98091,
        AUTHOR = "Meng, D.Y. and Leung, Y. and Xu, Z.B.",
        TITLE = "Passage method for nonlinear dimensionality reduction of data on
multi-cluster manifolds",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2175-2186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94562"}

@article{bb98092,
        AUTHOR = "Kapoor, R. and Gupta, R.",
        TITLE = "Non-linear dimensionality reduction using fuzzy lattices",
        JOURNAL = IET-CV,
        VOLUME = "7",
        YEAR = "2013",
        NUMBER = "3",
        PAGES = "-",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94563"}

@article{bb98093,
        AUTHOR = "Kapoor, R. and Gupta, R.",
        TITLE = "Morphological mapping for non-linear dimensionality reduction",
        JOURNAL = IET-CV,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "2",
        PAGES = "226-233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94564"}

@article{bb98094,
        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/pattern601.html#TT94565"}

@article{bb98095,
        AUTHOR = "Gao, Q. and Gao, F. and Zhang, H. and Hao, X.J. and Wang, X.",
        TITLE = "Two-Dimensional Maximum Local Variation Based on Image Euclidean
Distance for Face Recognition",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "10",
        PAGES = "3807-3817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94566"}

@article{bb98096,
        AUTHOR = "Tao, D.C. and Jin, L. and Yang, Z. and Li, X.L.",
        TITLE = "Rank Preserving Sparse Learning for Kinect Based Scene Classification",
        JOURNAL = Cyber,
        VOLUME = "43",
        YEAR = "2013",
        NUMBER = "5",
        PAGES = "1406-1417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94567"}

@article{bb98097,
        AUTHOR = "Gonen, M.",
        TITLE = "Bayesian Supervised Dimensionality Reduction",
        JOURNAL = Cyber,
        VOLUME = "43",
        YEAR = "2013",
        NUMBER = "6",
        PAGES = "2179-2189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94568"}

@article{bb98098,
        AUTHOR = "Zhang, Z. and Yan, S.C. and Zhao, M.",
        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/pattern601.html#TT94569"}

@article{bb98099,
        AUTHOR = "Zhu, L. and Huang, D.S.",
        TITLE = "A Rayleigh-Ritz style method for large-scale discriminant analysis",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "4",
        PAGES = "1698-1708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT94570"}

Last update:Dec 23, 2019 at 15:47:08