@article{bb137600,
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#TT133570"}
@article{bb137601,
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#TT133571"}
@article{bb137602,
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#TT133572"}
@article{bb137603,
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#TT133573"}
@article{bb137604,
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#TT133574"}
@article{bb137605,
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#TT133575"}
@inproceedings{bb137606,
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#TT133576"}
@article{bb137607,
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#TT133577"}
@article{bb137608,
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#TT133578"}
@article{bb137609,
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#TT133579"}
@article{bb137610,
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#TT133580"}
@article{bb137611,
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#TT133581"}
@article{bb137612,
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#TT133582"}
@article{bb137613,
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#TT133583"}
@inproceedings{bb137614,
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#TT133584"}
@article{bb137615,
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#TT133585"}
@article{bb137616,
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#TT133586"}
@inproceedings{bb137617,
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#TT133587"}
@article{bb137618,
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#TT133588"}
@inproceedings{bb137619,
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#TT133589"}
@inproceedings{bb137620,
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#TT133589"}
@article{bb137621,
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#TT133590"}
@article{bb137622,
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#TT133591"}
@article{bb137623,
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#TT133592"}
@article{bb137624,
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#TT133593"}
@article{bb137625,
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#TT133594"}
@article{bb137626,
AUTHOR = "Hofmeyr, D.P.",
TITLE = "Clustering by Minimum Cut Hyperplanes",
JOURNAL = PAMI,
VOLUME = "39",
YEAR = "2017",
NUMBER = "8",
MONTH = "August",
PAGES = "1547-1560",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133595"}
@article{bb137627,
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#TT133596"}
@article{bb137628,
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#TT133597"}
@article{bb137629,
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#TT133598"}
@article{bb137630,
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#TT133599"}
@article{bb137631,
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#TT133600"}
@inproceedings{bb137632,
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#TT133601"}
@article{bb137633,
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#TT133602"}
@inproceedings{bb137634,
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#TT133603"}
@article{bb137635,
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#TT133604"}
@article{bb137636,
AUTHOR = "Cevikalp, H. and Saglamlar, H.",
TITLE = "Transductive polyhedral conic classifiers for machine learning
applications",
JOURNAL = PRL,
VOLUME = "161",
YEAR = "2022",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133605"}
@inproceedings{bb137637,
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#TT133606"}
@article{bb137638,
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#TT133607"}
@inproceedings{bb137639,
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#TT133608"}
@inproceedings{bb137640,
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#TT133609"}
@inproceedings{bb137641,
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#TT133610"}
@inproceedings{bb137642,
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#TT133611"}
@inproceedings{bb137643,
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#TT133612"}
@article{bb137644,
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#TT133613"}
@article{bb137645,
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#TT133614"}
@article{bb137646,
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#TT133615"}
@article{bb137647,
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#TT133616"}
@article{bb137648,
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#TT133617"}
@article{bb137649,
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#TT133618"}
@article{bb137650,
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#TT133619"}
@article{bb137651,
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#TT133620"}
@article{bb137652,
AUTHOR = "Sun, W.W. and Halevy, A. and Benedetto, J.J. and Czaja, W. and Liu, C. and Wu, H.B. and Shi, B.Q. 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#TT133621"}
@article{bb137653,
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#TT133622"}
@article{bb137654,
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#TT133623"}
@article{bb137655,
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#TT133624"}
@article{bb137656,
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#TT133625"}
@article{bb137657,
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#TT133626"}
@inproceedings{bb137658,
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#TT133627"}
@article{bb137659,
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#TT133628"}
@article{bb137660,
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#TT133629"}
@article{bb137661,
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#TT133630"}
@article{bb137662,
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#TT133631"}
@article{bb137663,
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#TT133632"}
@article{bb137664,
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#TT133633"}
@article{bb137665,
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#TT133634"}
@article{bb137666,
AUTHOR = "Gao, Q.X. and Wang, Q.Q. and Huang, Y.F. and Gao, X.B. 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#TT133635"}
@article{bb137667,
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#TT133636"}
@article{bb137668,
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#TT133637"}
@article{bb137669,
AUTHOR = "Yang, B. and Xiang, M. and Zhang, Y.P.",
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#TT133638"}
@article{bb137670,
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#TT133639"}
@article{bb137671,
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#TT133640"}
@article{bb137672,
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#TT133641"}
@article{bb137673,
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#TT133642"}
@article{bb137674,
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#TT133643"}
@article{bb137675,
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#TT133644"}
@article{bb137676,
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#TT133645"}
@article{bb137677,
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#TT133646"}
@article{bb137678,
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#TT133647"}
@article{bb137679,
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#TT133648"}
@article{bb137680,
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#TT133649"}
@article{bb137681,
AUTHOR = "Shao, G.W. 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#TT133650"}
@inproceedings{bb137682,
AUTHOR = "Shao, G.W. 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#TT133651"}
@article{bb137683,
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#TT133652"}
@article{bb137684,
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#TT133653"}
@article{bb137685,
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#TT133654"}
@article{bb137686,
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#TT133655"}
@article{bb137687,
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#TT133656"}
@article{bb137688,
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#TT133657"}
@article{bb137689,
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#TT133658"}
@article{bb137690,
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#TT133659"}
@article{bb137691,
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#TT133660"}
@article{bb137692,
AUTHOR = "Lopez Sanchez, D. and Arrieta, A.G. and Corchado, J.M.",
TITLE = "Data-independent Random Projections from the feature-space of the
homogeneous polynomial kernel",
JOURNAL = PR,
VOLUME = "82",
YEAR = "2018",
PAGES = "130-146",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133661"}
@article{bb137693,
AUTHOR = "Wang, S.J. and Xie, D. and Chen, F. and Gao, Q.X.",
TITLE = "Dimensionality reduction by LPP-L21",
JOURNAL = IET-CV,
VOLUME = "12",
YEAR = "2018",
NUMBER = "5",
MONTH = "August",
PAGES = "659-665",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133662"}
@article{bb137694,
AUTHOR = "Zhang, H. and Nie, F.P. and Zhang, R. and Li, X.L.",
TITLE = "Auto-weighted 2-dimensional maximum margin criterion",
JOURNAL = PR,
VOLUME = "83",
YEAR = "2018",
PAGES = "220-229",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133663"}
@article{bb137695,
AUTHOR = "Wu, S.H. and Bertholet, P. and Huang, H. and Cohen Or, D. and Gong, M.L. and Zwicker, M.",
TITLE = "Structure-Aware Data Consolidation",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "2529-2537",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133664"}
@article{bb137696,
AUTHOR = "Xie, L. and Yin, M. and Yin, X. and Liu, Y. and Yin, G.",
TITLE = "Low-Rank Sparse Preserving Projections for Dimensionality Reduction",
JOURNAL = IP,
VOLUME = "27",
YEAR = "2018",
NUMBER = "11",
MONTH = "November",
PAGES = "5261-5274",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133665"}
@article{bb137697,
AUTHOR = "Wang, G.A. and Hwang, J.N. and Rose, C. and Wallace, F.",
TITLE = "Uncertainty-Based Active Learning via Sparse Modeling for Image
Classification",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "1",
MONTH = "January",
PAGES = "316-329",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133666"}
@article{bb137698,
AUTHOR = "Gajamannage, K. and Paffenroth, R. and Bollt, E.M.",
TITLE = "A nonlinear dimensionality reduction framework using smooth geodesics",
JOURNAL = PR,
VOLUME = "87",
YEAR = "2019",
PAGES = "226-236",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133667"}
@article{bb137699,
AUTHOR = "Gajamannage, K. and Paffenroth, R.",
TITLE = "Bounded manifold completion",
JOURNAL = PR,
VOLUME = "111",
YEAR = "2021",
PAGES = "107661",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT133668"}
Last update:Mar 28, 2026 at 17:09:41