@inproceedings{bb107000,
        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#TT103319"}

@article{bb107001,
        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#TT103320"}

@inproceedings{bb107002,
        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#TT103321"}

@inproceedings{bb107003,
        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#TT103321"}

@article{bb107004,
        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#TT103322"}

@article{bb107005,
        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#TT103323"}

@article{bb107006,
        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/pattern601.html#TT103324"}

@article{bb107007,
        AUTHOR = "Zhang, Z. and Zhao, M.B. 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#TT103325"}

@article{bb107008,
        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/pattern601.html#TT103326"}

@article{bb107009,
        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#TT103327"}

@article{bb107010,
        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#TT103328"}

@article{bb107011,
        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#TT103329"}

@article{bb107012,
        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#TT103330"}

@article{bb107013,
        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#TT103331"}

@article{bb107014,
        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#TT103332"}

@article{bb107015,
        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#TT103333"}

@article{bb107016,
        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#TT103334"}

@article{bb107017,
        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#TT103335"}

@article{bb107018,
        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#TT103336"}

@article{bb107019,
        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#TT103337"}

@inproceedings{bb107020,
        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#TT103338"}

@article{bb107021,
        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#TT103339"}

@inproceedings{bb107022,
        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#TT103340"}

@article{bb107023,
        AUTHOR = "Cevikalp, H. and Saglamlar, H.",
        TITLE = "Polyhedral Conic Classifiers for Computer Vision Applications and
Open Set Recognition",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "608-622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103341"}

@inproceedings{bb107024,
        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#TT103342"}

@article{bb107025,
        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#TT103343"}

@inproceedings{bb107026,
        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#TT103344"}

@inproceedings{bb107027,
        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#TT103345"}

@inproceedings{bb107028,
        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#TT103346"}

@inproceedings{bb107029,
        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#TT103347"}

@inproceedings{bb107030,
        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#TT103348"}

@article{bb107031,
        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#TT103349"}

@article{bb107032,
        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#TT103350"}

@article{bb107033,
        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#TT103351"}

@article{bb107034,
        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#TT103352"}

@article{bb107035,
        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#TT103353"}

@article{bb107036,
        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#TT103354"}

@article{bb107037,
        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#TT103355"}

@article{bb107038,
        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/pattern601.html#TT103356"}

@article{bb107039,
        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#TT103357"}

@article{bb107040,
        AUTHOR = "Wang, S.J. and Yan, S.C. and Yang, J. and Zhou, C.G. and Fu, X.L.",
        TITLE = "A General Exponential Framework for Dimensionality Reduction",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "920-930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103358"}

@article{bb107041,
        AUTHOR = "Sun, W.W. and Halevy, A. and Benedetto, J.J. and Czaja, W. and Liu, C. and Wu, H.B. and Shi, B. and Li, W.Y.",
        TITLE = "UL-Isomap based nonlinear dimensionality reduction for hyperspectral
imagery classification",
        JOURNAL = PandRS,
        VOLUME = "89",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "25-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103359"}

@article{bb107042,
        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/pattern601.html#TT103360"}

@article{bb107043,
        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/pattern601.html#TT103361"}

@article{bb107044,
        AUTHOR = "He, J.R. and Ding, L.X. and Jiang, L. and Li, Z.K. and Hu, Q.H.",
        TITLE = "Intrinsic dimensionality estimation based on manifold assumption",
        JOURNAL = JVCIR,
        VOLUME = "25",
        YEAR = "2014",
        NUMBER = "5",
        PAGES = "740-747",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103362"}

@article{bb107045,
        AUTHOR = "Cui, Y. and Fan, L.",
        TITLE = "A novel supervised dimensionality reduction algorithm:
Graph-based Fisher analysis",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "4",
        PAGES = "1471-1481",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103363"}

@article{bb107046,
        AUTHOR = "Wong, W.K.",
        TITLE = "Discover latent discriminant information for dimensionality
reduction: Non-negative Sparseness Preserving Embedding",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "4",
        PAGES = "1511-1523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103364"}

@article{bb107047,
        AUTHOR = "Orsenigo, C.",
        TITLE = "An improved set covering problem for Isomap supervised landmark
selection",
        JOURNAL = PRL,
        VOLUME = "49",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "131-137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103365"}

@article{bb107048,
        AUTHOR = "Wang, B.H. and Lin, C. and Zhao, X.F. and Lu, Z.M.",
        TITLE = "Neighbourhood sensitive preserving embedding for pattern
classification",
        JOURNAL = IET-IPR,
        VOLUME = "8",
        YEAR = "2014",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "489-497",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103366"}

@inproceedings{bb107049,
        AUTHOR = "Pang, M. and Wang, B.H. and Fan, X. and Lin, C.",
        TITLE = "Discriminant Manifold Learning via Sparse Coding for Image Analysis",
        BOOKTITLE = MMMod16,
        YEAR = "2016",
        PAGES = "II: 244-255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103367"}

@article{bb107050,
        AUTHOR = "Shen, X.B. and Sun, Q.S.",
        TITLE = "A novel semi-supervised canonical correlation analysis and extensions
for multi-view dimensionality reduction",
        JOURNAL = JVCIR,
        VOLUME = "25",
        YEAR = "2014",
        NUMBER = "8",
        PAGES = "1894-1904",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103368"}

@article{bb107051,
        AUTHOR = "Ardeshiri, T. and Granstrom, K. and Ozkan, E. and Orguner, U.",
        TITLE = "Greedy Reduction Algorithms for Mixtures of Exponential Family",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "676-680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103369"}

@article{bb107052,
        AUTHOR = "Johnsson, K. and Soneson, C. and Fontes, M.",
        TITLE = "Low Bias Local Intrinsic Dimension Estimation from Expected Simplex
Skewness",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "196-202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103370"}

@article{bb107053,
        AUTHOR = "Song, M.P. and Chang, C.I.",
        TITLE = "A Theory of Recursive Orthogonal Subspace Projection for
Hyperspectral Imaging",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3055-3072",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103371"}

@article{bb107054,
        AUTHOR = "Zheng, J.W. and Huang, Q.F. and Chen, S.Y. and Wang, W.L.",
        TITLE = "Efficient kernel discriminative common vectors for classification",
        JOURNAL = VC,
        VOLUME = "31",
        YEAR = "2015",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "643-655",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103372"}

@article{bb107055,
        AUTHOR = "Kamyshanska, H. and Memisevic, R.",
        TITLE = "The Potential Energy of an Autoencoder",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1261-1273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103373"}

@article{bb107056,
        AUTHOR = "Dornaika, F. and Aldine, I.K.",
        TITLE = "Decremental Sparse Modeling Representative Selection for prototype
selection",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "11",
        PAGES = "3714-3727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103374"}

@article{bb107057,
        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/pattern601.html#TT103375"}

@article{bb107058,
        AUTHOR = "Lu, G.F. and Zou, J.",
        TITLE = "Incremental maximum margin criterion based on eigenvalue decomposition
updating algorithm",
        JOURNAL = MVA,
        VOLUME = "26",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "August",
        PAGES = "807-817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103376"}

@article{bb107059,
        AUTHOR = "Yamamoto, M. and Hayashi, K.",
        TITLE = "Clustering of multivariate binary data with dimension reduction via
L1-regularized likelihood maximization",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "12",
        PAGES = "3959-3968",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103377"}

@article{bb107060,
        AUTHOR = "Gao, Q.X. and Wang, Q.Q. and Huang, Y.F. and Gao, X. and Hong, X. and Zhang, H.L.",
        TITLE = "Dimensionality Reduction by Integrating Sparse Representation and
Fisher Criterion and its Applications",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5684-5695",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103378"}

@article{bb107061,
        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/pattern601.html#TT103379"}

@article{bb107062,
        AUTHOR = "Hong, Y.F. and Lee, S. and Oh, S.J.",
        TITLE = "Boosting Multifactor Dimensionality Reduction Using Pre-evaluation",
        JOURNAL = ETRI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "206-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103380"}

@article{bb107063,
        AUTHOR = "Sun, Y. and Gao, J. and Hong, X. and Mishra, B. and Yin, B.",
        TITLE = "Heterogeneous Tensor Decomposition for Clustering via Manifold
Optimization",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "476-489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103381"}

@article{bb107064,
        AUTHOR = "Yang, B. and Xiang, M. and Zhang, Y.",
        TITLE = "Multi-manifold Discriminant Isomap for visualization and
classification",
        JOURNAL = PR,
        VOLUME = "55",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "215-230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103382"}

@article{bb107065,
        AUTHOR = "Liu, F. and Zhang, W.J. and Gu, S.C.",
        TITLE = "Local linear Laplacian eigenmaps: A direct extension of LLE",
        JOURNAL = PRL,
        VOLUME = "75",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "30-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103383"}

@article{bb107066,
        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/pattern601.html#TT103384"}

@article{bb107067,
        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/pattern601.html#TT103385"}

@article{bb107068,
        AUTHOR = "Zhou, Z.J. and Waqas, J.",
        TITLE = "Intrinsic structure based feature transform for image classification",
        JOURNAL = JVCIR,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "735-744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103386"}

@article{bb107069,
        AUTHOR = "Najafi, A. and Joudaki, A. and Fatemizadeh, E.",
        TITLE = "Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1452-1464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103387"}

@article{bb107070,
        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/pattern601.html#TT103388"}

@article{bb107071,
        AUTHOR = "Wen, J. and Fowler, J.E. and He, M. and Zhao, Y.Q. and Deng, C. and Menon, V.",
        TITLE = "Orthogonal Nonnegative Matrix Factorization Combining Multiple
Features for Spectral-Spatial Dimensionality Reduction of
Hyperspectral Imagery",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4272-4286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103389"}

@article{bb107072,
        AUTHOR = "Zhao, W. and Du, S.",
        TITLE = "Spectral-Spatial Feature Extraction for Hyperspectral Image
Classification: A Dimension Reduction and Deep Learning Approach",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4544-4554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103390"}

@article{bb107073,
        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/pattern601.html#TT103391"}

@article{bb107074,
        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/pattern601.html#TT103392"}

@article{bb107075,
        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/pattern601.html#TT103393"}

@article{bb107076,
        AUTHOR = "Li, J. and Kong, Y. and Zhao, H.D. and Yang, J. and Fu, Y.",
        TITLE = "Learning Fast Low-Rank Projection for Image Classification",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4803-4814",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103394"}

@article{bb107077,
        AUTHOR = "Huang, K.K. and Dai, D.Q. and Ren, C.X.",
        TITLE = "Regularized coplanar discriminant analysis for dimensionality
reduction",
        JOURNAL = PR,
        VOLUME = "62",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "87-98",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103395"}

@article{bb107078,
        AUTHOR = "Chen, P. and Jiao, L.C. and Liu, F. and Zhao, J. 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/pattern601.html#TT103396"}

@article{bb107079,
        AUTHOR = "Casalino, G. and Gillis, N.",
        TITLE = "Sequential dimensionality reduction for extracting localized features",
        JOURNAL = PR,
        VOLUME = "63",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "15-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103397"}

@article{bb107080,
        AUTHOR = "Wang, Y. and Xie, J.B. and Wu, Y.",
        TITLE = "Orthogonal discriminant analysis revisited",
        JOURNAL = PRL,
        VOLUME = "84",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "149-155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103398"}

@article{bb107081,
        AUTHOR = "Song, S. and Gong, Y. and Zhang, Y. and Huang, G. and Huang, G.B.",
        TITLE = "Dimension Reduction by Minimum Error Minimax Probability Machine",
        JOURNAL = SMCS,
        VOLUME = "47",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "58-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103399"}

@article{bb107082,
        AUTHOR = "Zhang, C. and Fu, H. and Hu, Q. and Zhu, P. and Cao, X.",
        TITLE = "Flexible Multi-View Dimensionality Co-Reduction",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "648-659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103400"}

@article{bb107083,
        AUTHOR = "Shao, G. and Sang, N.",
        TITLE = "Regularized max-min linear discriminant analysis",
        JOURNAL = PR,
        VOLUME = "66",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "353-363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103401"}

@inproceedings{bb107084,
        AUTHOR = "Shao, G. and Sang, N.",
        TITLE = "Fractional-step max-min distance analysis for dimension reduction",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "396-400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103402"}

@article{bb107085,
        AUTHOR = "Yuan, S. and Mao, X. and Chen, L.",
        TITLE = "Multilinear Spatial Discriminant Analysis for Dimensionality
Reduction",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2669-2681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103403"}

@article{bb107086,
        AUTHOR = "Wong, W.K. and Lai, Z. and Wen, J. and Fang, X. and Lu, Y.",
        TITLE = "Low-Rank Embedding for Robust Image Feature Extraction",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2905-2917",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103404"}

@article{bb107087,
        AUTHOR = "Niu, G. and Ma, Z.M.",
        TITLE = "Local non-linear alignment for non-linear dimensionality reduction",
        JOURNAL = IET-CV,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "5",
        MONTH = "August",
        PAGES = "331-341",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103405"}

@article{bb107088,
        AUTHOR = "Liu, H. and Liu, L. and Le, T.D. and Lee, I. and Sun, S. and Li, J.",
        TITLE = "Nonparametric Sparse Matrix Decomposition for Cross-View
Dimensionality Reduction",
        JOURNAL = MultMed,
        VOLUME = "19",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1848-1859",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103406"}

@article{bb107089,
        AUTHOR = "Wang, R. and Nie, F. and Hong, R. and Chang, X. and Yang, X. and Yu, W.",
        TITLE = "Fast and Orthogonal Locality Preserving Projections for
Dimensionality Reduction",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5019-5030",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103407"}

@article{bb107090,
        AUTHOR = "Tateno, K. and Ogawa, T. and Haseyama, M.",
        TITLE = "Visualizing Web Images Using Fisher Discriminant Locality Preserving
Canonical Correlation Analysis",
        JOURNAL = IEICE,
        VOLUME = "E100-D",
        YEAR = "2017",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2005-2016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103408"}

@article{bb107091,
        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/pattern601.html#TT103409"}

@article{bb107092,
        AUTHOR = "Lai, Z. and Xu, Y. and Yang, J. and Shen, L. and Zhang, D.",
        TITLE = "Rotational Invariant Dimensionality Reduction Algorithms",
        JOURNAL = Cyber,
        VOLUME = "47",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3733-3746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103410"}

@article{bb107093,
        AUTHOR = "Paul, R. and Chalup, S.K.",
        TITLE = "A study on validating non-linear dimensionality reduction using
persistent homology",
        JOURNAL = PRL,
        VOLUME = "100",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "160-166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103411"}

@article{bb107094,
        AUTHOR = "Zhang, Y. and Zhang, Z. and Qin, J. and Zhang, L. and Li, B. and Li, F.Z.",
        TITLE = "Semi-supervised local multi-manifold Isomap by linear embedding for
feature extraction",
        JOURNAL = PR,
        VOLUME = "76",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "662-678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103412"}

@article{bb107095,
        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/pattern601.html#TT103413"}

@article{bb107096,
        AUTHOR = "Ning, X. and Li, W. and Tang, B. and He, H.",
        TITLE = "BULDP: Biomimetic Uncorrelated Locality Discriminant Projection for
Feature Extraction in Face Recognition",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2575-2586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103414"}

@article{bb107097,
        AUTHOR = "Jorge, J. and Paredes, R.",
        TITLE = "Passive-Aggressive online learning with nonlinear embeddings",
        JOURNAL = PR,
        VOLUME = "79",
        YEAR = "2018",
        PAGES = "162-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103415"}

@article{bb107098,
        AUTHOR = "Chen, S.B. and Zuo, C. and Ding, C. and Luo, B.",
        TITLE = "Non-greedy Max-min Large Margin based on L1-norm",
        JOURNAL = PRL,
        VOLUME = "108",
        YEAR = "2018",
        PAGES = "38-47",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103416"}

@article{bb107099,
        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/pattern601.html#TT103417"}

Last update:Oct 16, 2021 at 11:54:21