@article{bb106900,
        AUTHOR = "Wu, W. and Kwong, S. and Hou, J. and Jia, Y. and Ip, H.H.S.",
        TITLE = "Simultaneous Dimensionality Reduction and Classification via Dual
Embedding Regularized Nonnegative Matrix Factorization",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3836-3847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103218"}

@article{bb106901,
        AUTHOR = "Garcia Vega, S. and Castellanos Dominguez, G.",
        TITLE = "Similarity preservation in dimensionality reduction using a
kernel-based cost function",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "318-324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103219"}

@article{bb106902,
        AUTHOR = "Bai, C.Z. and Zhang, R. and Xu, Z.S. and Cheng, R. and Jin, B.G. and Chen, J.",
        TITLE = "L1-norm-based kernel entropy components",
        JOURNAL = PR,
        VOLUME = "96",
        YEAR = "2019",
        PAGES = "106990",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103220"}

@article{bb106903,
        AUTHOR = "Yu, Y.F. and Ren, C.X. and Jiang, M. and Sun, M.Y. and Dai, D.Q. and Guo, G.D.",
        TITLE = "Sparse approximation to discriminant projection learning and
application to image classification",
        JOURNAL = PR,
        VOLUME = "96",
        YEAR = "2019",
        PAGES = "106963",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103221"}

@article{bb106904,
        AUTHOR = "Shen, X.J. and Liu, S.X. and Bao, B.K. and Pan, C.H. and Zha, Z.J. and Fan, J.P.",
        TITLE = "A generalized least-squares approach regularized with graph embedding
for dimensionality reduction",
        JOURNAL = PR,
        VOLUME = "98",
        YEAR = "2020",
        PAGES = "107023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103222"}

@article{bb106905,
        AUTHOR = "Abdi, L. and Ghodsi, A.",
        TITLE = "Discriminant component analysis via distance correlation maximization",
        JOURNAL = PR,
        VOLUME = "98",
        YEAR = "2020",
        PAGES = "107052",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103223"}

@article{bb106906,
        AUTHOR = "He, L. and Ye, J. and E, J.W.",
        TITLE = "Robust L1-norm two-dimensional collaborative representation-based
projection for dimensionality reduction",
        JOURNAL = SP:IC,
        VOLUME = "81",
        YEAR = "2020",
        PAGES = "115684",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103224"}

@article{bb106907,
        AUTHOR = "de Handschutter, P. and Gillis, N. and Vandaele, A. and Siebert, X.",
        TITLE = "Near-Convex Archetypal Analysis",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "81-85",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103225"}

@article{bb106908,
        AUTHOR = "Garcia Vega, S. and Leon Gomez, E.A. and Castellanos Dominguez, G.",
        TITLE = "A time-series prediction framework using sequential learning
algorithms and dimensionality reduction within a sparsification
approach",
        JOURNAL = PRL,
        VOLUME = "129",
        YEAR = "2020",
        PAGES = "287-292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103226"}

@article{bb106909,
        AUTHOR = "Breger, A. and Orlando, J.I. and Harar, P. and Dorfler, M. and Klimscha, S. and Grechenig, C. and Gerendas, B.S. and Schmidt Erfurth, U. and Ehler, M.",
        TITLE = "On Orthogonal Projections for Dimension Reduction and Applications in
Augmented Target Loss Functions for Learning Problems",
        JOURNAL = JMIV,
        VOLUME = "62",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "376-394",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103227"}

@article{bb106910,
        AUTHOR = "Ehler, M. and Schmidt Erfurth, U. and Gerendas, B.S. and Grechenig, C. and Klimscha, S. and Dorfler, M. and Harar, P. and Orlando, J.I. and Breger, A.",
        TITLE = "On Orthogonal Projections for Dimension Reduction and Applications in
Augmented Target Loss Functions for Learning Problems",
        JOURNAL = JMIV,
        VOLUME = "62",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103227"}

@article{bb106911,
        AUTHOR = "Yan, Y. and Hao, H. and Xu, B. and Zhao, J. and Shen, F.",
        TITLE = "Image Clustering via Deep Embedded Dimensionality Reduction and
Probability-Based Triplet Loss",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "5652-5661",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103228"}

@article{bb106912,
        AUTHOR = "Masoudimansour, W. and Bouguila, N.",
        TITLE = "Supervised dimensionality reduction of proportional data using
mixture estimation",
        JOURNAL = PR,
        VOLUME = "105",
        YEAR = "2020",
        PAGES = "107379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103229"}

@inproceedings{bb106913,
        AUTHOR = "Masoudimansour, W. and Bouguila, N.",
        TITLE = "Dimensionality Reduction of Proportional Data Through Data Separation
Using Dirichlet Distribution",
        BOOKTITLE = ICIAR15,
        YEAR = "2015",
        PAGES = "141-149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103230"}

@article{bb106914,
        AUTHOR = "Zhao, C. and Mao, X. and Chen, M. and Yu, C.",
        TITLE = "Continuous Approximation Based Dimension-Reduced Estimation for
Arbitrary Sampling",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "1080-1084",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103231"}

@article{bb106915,
        AUTHOR = "Long, T.H. and Sun, Y.F. and Gao, J.B. and Hu, Y.L. and Yin, B.C.",
        TITLE = "Locality preserving projection based on Euler representation",
        JOURNAL = JVCIR,
        VOLUME = "70",
        YEAR = "2020",
        PAGES = "102796",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103232"}

@article{bb106916,
        AUTHOR = "Luo, F. and Zhang, L. and Du, B. and Zhang, L.",
        TITLE = "Dimensionality Reduction With Enhanced Hybrid-Graph Discriminant
Learning for Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5336-5353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103233"}

@article{bb106917,
        AUTHOR = "Atienza, N. and Gonzalez Diaz, R. and Soriano Trigueros, M.",
        TITLE = "On the stability of persistent entropy and new summary functions for
topological data analysis",
        JOURNAL = PR,
        VOLUME = "107",
        YEAR = "2020",
        PAGES = "107509",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103234"}

@article{bb106918,
        AUTHOR = "Tasoulis, S. and Pavlidis, N.G. and Roos, T.",
        TITLE = "Nonlinear dimensionality reduction for clustering",
        JOURNAL = PR,
        VOLUME = "107",
        YEAR = "2020",
        PAGES = "107508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103235"}

@article{bb106919,
        AUTHOR = "Wang, Z. and Nie, F. and Zhang, C. and Wang, R. and Li, X.",
        TITLE = "Capped L_p-Norm LDA for Outliers Robust Dimension Reduction",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "1315-1319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103236"}

@article{bb106920,
        AUTHOR = "Ahmadi, S. and Rezghi, M.",
        TITLE = "Generalized low-rank approximation of matrices based on multiple
transformation pairs",
        JOURNAL = PR,
        VOLUME = "108",
        YEAR = "2020",
        PAGES = "107545",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103237"}

@article{bb106921,
        AUTHOR = "Lu, Y.D. and Wu, G.",
        TITLE = "Fast and incremental algorithms for exponential semi-supervised
discriminant embedding",
        JOURNAL = PR,
        VOLUME = "108",
        YEAR = "2020",
        PAGES = "107530",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103238"}

@article{bb106922,
        AUTHOR = "Eftekhari, A. and Hauser, R.A. and Grammenos, A.",
        TITLE = "MOSES: A Streaming Algorithm for Linear Dimensionality Reduction",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2901-2911",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103239"}

@article{bb106923,
        AUTHOR = "Zhang, S. and Ma, Z. and Gan, W.",
        TITLE = "Dimensionality Reduction for Tensor Data Based on Local Decision
Margin Maximization",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "234-248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103240"}

@article{bb106924,
        AUTHOR = "Hu, H. and Feng, D. and Yang, F.",
        TITLE = "A Promising Nonlinear Dimensionality Reduction Method: Kernel-Based
Within Class Collaborative Preserving Discriminant Projection",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "2034-2038",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103241"}

@article{bb106925,
        AUTHOR = "Gao, Y.L. and Zhong, S.X. and Hu, K.L. and Pan, J.Y.",
        TITLE = "Robust locality preserving projections using angle-based adaptive
weight method",
        JOURNAL = IET-CV,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "December",
        PAGES = "605-613",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103242"}

@article{bb106926,
        AUTHOR = "Wang, Z. and Nie, F.P. and Wang, R. and Yang, H. and Li, X.L.",
        TITLE = "Local structured feature learning with dynamic maximum entropy graph",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107673",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103243"}

@article{bb106927,
        AUTHOR = "Yang, Z. and Cheng, Y. and Wu, H. and Wang, H.",
        TITLE = "Enhanced Matrix CFAR Detection With Dimensionality Reduction of
Riemannian Manifold",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "2084-2088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103244"}

@article{bb106928,
        AUTHOR = "Zhao, Y.P. and Chen, L. and Chen, C.L.P.",
        TITLE = "Laplacian Regularized Nonnegative Representation for Clustering and
Dimensionality Reduction",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "1-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103245"}

@article{bb106929,
        AUTHOR = "Kaya, S. and Vural, E.",
        TITLE = "Learning Multi-Modal Nonlinear Embeddings:
Performance Bounds and an Algorithm",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "4384-4394",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103246"}

@inproceedings{bb106930,
        AUTHOR = "Kaya, S. and Vural, E.",
        TITLE = "Multi-Modal Learning With Generalizable Nonlinear Dimensionality
Reduction",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2139-2143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103247"}

@article{bb106931,
        AUTHOR = "Nie, F.P. and Wang, Z. and Wang, R. and Wang, Z. and Li, X.L.",
        TITLE = "Towards Robust Discriminative Projections Learning via Non-Greedy
L_2,1-Norm MinMax",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2086-2100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103248"}

@article{bb106932,
        AUTHOR = "Lee, J. and Kim, J.H. and Oh, H.S.",
        TITLE = "Spherical Principal Curves",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2165-2171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103249"}

@article{bb106933,
        AUTHOR = "Niu, G. and Ma, Z.M.",
        TITLE = "Tensor dimensionality reduction via mode product and HSIC",
        JOURNAL = IET-IPR,
        VOLUME = "15",
        YEAR = "2021",
        NUMBER = "12",
        PAGES = "2986-3002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103250"}

@article{bb106934,
        AUTHOR = "Lai, Z.H. and Yu, Z. and Kong, H. and Shen, L.L.",
        TITLE = "Two-dimensional jointly sparse robust discriminant regression",
        JOURNAL = SP:IC,
        VOLUME = "98",
        YEAR = "2021",
        PAGES = "116391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103251"}

@inproceedings{bb106935,
        AUTHOR = "Litany, O. and Morcos, A. and Sridhar, S. and Guibas, L.J. and Hoffman, J.",
        TITLE = "Representation Learning Through Latent Canonicalizations",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "645-654",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103252"}

@inproceedings{bb106936,
        AUTHOR = "Jordao, A. and Lie, M. and Cunha de Melo, V.H. and Schwartz, W.R.",
        TITLE = "Covariance-free Partial Least Squares: An Incremental Dimensionality
Reduction Method",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "1420-1428",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103253"}

@inproceedings{bb106937,
        AUTHOR = "Sheikhi, G. and Altncay, H.",
        TITLE = "Supervised Feature Embedding for Classification by Learning
Rank-based Neighborhoods",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9340-9347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103254"}

@inproceedings{bb106938,
        AUTHOR = "Becker, M. and Lippel, J. and Zielke, T.",
        TITLE = "Dimensionality Reduction for Data Visualization and Linear
Classification, and the Trade-off between Robustness and
Classification Accuracy",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6478-6485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103255"}

@inproceedings{bb106939,
        AUTHOR = "Ho, K. and Keuper, J. and Pfreundt, F.J. and Keuper, M.",
        TITLE = "Learning Embeddings for Image Clustering:
An Empirical Study of Triplet Loss Approaches",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "87-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103256"}

@inproceedings{bb106940,
        AUTHOR = "Jiang, B. and Shen, M.",
        TITLE = "Dimensionality Reduction Via Diffusion Map Improved With Supervised
Linear Projection",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1796-1800",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103257"}

@inproceedings{bb106941,
        AUTHOR = "Allaoui, M. and Kherfi, M.L. and Cheriet, A.",
        TITLE = "Considerably Improving Clustering Algorithms Using Umap Dimensionality
Reduction Technique: A Comparative Study",
        BOOKTITLE = ICISP20,
        YEAR = "2020",
        PAGES = "317-325",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103258"}

@inproceedings{bb106942,
        AUTHOR = "Kachan, O.",
        TITLE = "Persistent Homology-based Projection Pursuit",
        BOOKTITLE = Diff-CVML20,
        YEAR = "2020",
        PAGES = "3744-3751",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103259"}

@inproceedings{bb106943,
        AUTHOR = "Gong, S. and Boddeti, V.N. and Jain, A.K.",
        TITLE = "On the Intrinsic Dimensionality of Image Representations",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "3982-3991",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103260"}

@inproceedings{bb106944,
        AUTHOR = "Zhang, Y.S. and Xing, J.R. and Zhang, M.M.",
        TITLE = "Mixture Probabilistic Principal Geodesic Analysis",
        BOOKTITLE = MFCA19,
        YEAR = "2019",
        PAGES = "196-208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103261"}

@inproceedings{bb106945,
        AUTHOR = "Mohbat and Mukhtar, T. and Khurshid, N. and Taj, M.",
        TITLE = "Dimensionality Reduction Using Discriminative Autoencoders for Remote
Sensing Image Retrieval",
        BOOKTITLE = CIAP19,
        YEAR = "2019",
        PAGES = "I:499-508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103262"}

@inproceedings{bb106946,
        AUTHOR = "Spathis, D. and Passalis, N. and Tefas, A.",
        TITLE = "Fast, Visual and Interactive Semi-supervised Dimensionality Reduction",
        BOOKTITLE = CEFR-LCV18,
        YEAR = "2018",
        PAGES = "IV:550-563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103263"}

@inproceedings{bb106947,
        AUTHOR = "Zhang, J. and Wang, J.",
        TITLE = "Linear Discriminative Sparsity Preserving Projections for
Dimensionality Reduction",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "159-164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103264"}

@inproceedings{bb106948,
        AUTHOR = "Luo, X. and Durrant, R.J.",
        TITLE = "Maximum Gradient Dimensionality Reduction",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "501-506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103265"}

@inproceedings{bb106949,
        AUTHOR = "Chen, S. and Lee, Y. and Wang, J.",
        TITLE = "Locality Preserving Discriminative Complex-Valued Latent Variable
Model",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1169-1174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103266"}

@inproceedings{bb106950,
        AUTHOR = "Liu, X.F. and Li, Z.F. and Kong, L.S. and Diao, Z.H. and Yan, J.L. and Zou, Y. and Yang, C. and Jia, P. and You, J.",
        TITLE = "A joint optimization framework of low-dimensional projection and
collaborative representation for discriminative classification",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1493-1498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103267"}

@inproceedings{bb106951,
        AUTHOR = "Zhang, H. and Gabbouj, M.",
        TITLE = "Feature Dimensionality Reduction with Graph Embedding and Generalized
Hamming Distance",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "1083-1087",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103268"}

@inproceedings{bb106952,
        AUTHOR = "Li, Y.",
        TITLE = "Locally preserving projection on symmetric positive definite matrix
lie group",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1217-1221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103269"}

@inproceedings{bb106953,
        AUTHOR = "Sun, Z.H. and Hoogs, A.",
        TITLE = "Compact image representation by binary component analysis",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "2771-2775",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103270"}

@inproceedings{bb106954,
        AUTHOR = "Kloss, R.B. and Jordao, A. and Schwartz, W.R.",
        TITLE = "Boosted Projection: An Ensemble of Transformation Models",
        BOOKTITLE = CIARP17,
        YEAR = "2017",
        PAGES = "331-338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103271"}

@inproceedings{bb106955,
        AUTHOR = "Griparis, A. and Faur, D. and Datcu, M.",
        TITLE = "Evaluation of Dimensionality Reduction Methods for Remote Sensing
Images Using Classification and 3D Visualization",
        BOOKTITLE = ACIVS17,
        YEAR = "2017",
        PAGES = "203-211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103272"}

@inproceedings{bb106956,
        AUTHOR = "Mehta, A. and Sekhar, C.C.",
        TITLE = "Kernel Entropy Discriminant Analysis for Dimension Reduction",
        BOOKTITLE = PReMI17,
        YEAR = "2017",
        PAGES = "35-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103273"}

@inproceedings{bb106957,
        AUTHOR = "Yang, Q.W. and Sun, F.C.",
        TITLE = "Unsupervised Local Linear Preserving Manifold Reduction with
Uncertainty Pretraining for Image Recognition",
        BOOKTITLE = CVS17,
        YEAR = "2017",
        PAGES = "527-539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103274"}

@article{bb106958,
        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#TT103275"}

@inproceedings{bb106959,
        AUTHOR = "Yoshiyasu, Y. and Yoshida, E.",
        TITLE = "Nonlinear dimensionality reduction by curvature minimization",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3590-3596",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103276"}

@inproceedings{bb106960,
        AUTHOR = "Chung, A.G. and Shafiee, M.J. and Wong, A.",
        TITLE = "Random feature maps via a Layered Random Projection (LARP) framework
for object classification",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "246-250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103277"}

@inproceedings{bb106961,
        AUTHOR = "Rui, L. and Nejati, H. and Cheung, N.M.",
        TITLE = "Dimensionality reduction of brain imaging data using graph signal
processing",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1329-1333",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103278"}

@inproceedings{bb106962,
        AUTHOR = "Huang, S. and Tran, T.D.",
        TITLE = "Dimensionality reduction for image classification via mutual
information maximization",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "509-513",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103279"}

@inproceedings{bb106963,
        AUTHOR = "Kirishanthy, T. and Ramanan, A.",
        TITLE = "Creating Compact and Discriminative Visual Vocabularies Using Visual
Bits",
        BOOKTITLE = DICTA15,
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103280"}

@inproceedings{bb106964,
        AUTHOR = "Fang, X.Z. and Xu, Y. and Zhang, Z. and Lai, Z.H. and Shen, L.L.",
        TITLE = "Orthogonal self-guided similarity preserving projections",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "344-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103281"}

@inproceedings{bb106965,
        AUTHOR = "Zhang, L. and Peng, P. and Xiang, X.Z. and Zhen, X.T.",
        TITLE = "Dimensionality reduction by supervised locality analysis",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1488-1492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103282"}

@inproceedings{bb106966,
        AUTHOR = "Czolombitko, M. and Stepaniuk, J.",
        TITLE = "Generating Core Based on Discernibility Measure and MapReduce",
        BOOKTITLE = PReMI15,
        YEAR = "2015",
        PAGES = "367-376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103283"}

@inproceedings{bb106967,
        AUTHOR = "Honko, P.",
        TITLE = "Scalability of Data Decomposition Based Algorithms:
Attribute Reduction Problem",
        BOOKTITLE = PReMI15,
        YEAR = "2015",
        PAGES = "387-396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103284"}

@inproceedings{bb106968,
        AUTHOR = "Duntsch, I. and Gediga, G.",
        TITLE = "Simplifying Contextual Structures",
        BOOKTITLE = PReMI15,
        YEAR = "2015",
        PAGES = "23-32",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103285"}

@inproceedings{bb106969,
        AUTHOR = "Campadelli, P. and Casiraghi, E. and Ceruti, C.",
        TITLE = "Neighborhood Selection for Dimensionality Reduction",
        BOOKTITLE = CIAP15,
        YEAR = "2015",
        PAGES = "I:183-191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103286"}

@inproceedings{bb106970,
        AUTHOR = "Banerjee, M. and Islam, S.M.",
        TITLE = "Tackling Curse of Dimensionality for Efficient Content Based Image
Retrieval",
        BOOKTITLE = PReMI15,
        YEAR = "2015",
        PAGES = "149-158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103287"}

@inproceedings{bb106971,
        AUTHOR = "Wang, S. and Wang, C.",
        TITLE = "Research on dimension reduction method for hyperspectral remote sensing
image based on global mixture coordination factor analysis",
        BOOKTITLE = IWIDF15,
        YEAR = "2015",
        PAGES = "159-167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103288"}

@inproceedings{bb106972,
        AUTHOR = "Qiu, Q.A. and Sapiro, G.",
        TITLE = "Learning compressed image classification features",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5761-5765",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103289"}

@inproceedings{bb106973,
        AUTHOR = "Zhao, Z. and Feng, G.",
        TITLE = "A Dictionary-Based Algorithm for Dimensionality Reduction and Data
Reconstruction",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1556-1561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103290"}

@inproceedings{bb106974,
        AUTHOR = "Nie, S. and Ji, Q.A.",
        TITLE = "Feature Learning Using Bayesian Linear Regression Model",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1502-1507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103291"}

@inproceedings{bb106975,
        AUTHOR = "Huang, Y. and Wang, W. and Wang, L. and Tan, T.N.",
        TITLE = "A General Nonlinear Embedding Framework Based on Deep Neural Network",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "732-737",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103292"}

@inproceedings{bb106976,
        AUTHOR = "Huang, P. and Huang, Y. and Wang, W. and Wang, L.",
        TITLE = "Deep Embedding Network for Clustering",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1532-1537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103293"}

@inproceedings{bb106977,
        AUTHOR = "Wang, W. and Huang, Y. and Wang, Y. and Wang, L.",
        TITLE = "Generalized Autoencoder:
A Neural Network Framework for Dimensionality Reduction",
        BOOKTITLE = DeepLearn14,
        YEAR = "2014",
        PAGES = "496-503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103294"}

@inproceedings{bb106978,
        AUTHOR = "Huang, S. and Elgammal, A.M. and Huangfu, L. and Yang, D. and Zhang, X.H.",
        TITLE = "Globality-Locality Preserving Projections for Biometric Data
Dimensionality Reduction",
        BOOKTITLE = Biometrics14,
        YEAR = "2014",
        PAGES = "15-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103295"}

@inproceedings{bb106979,
        AUTHOR = "Zhao, B. and Xing, E.P.",
        TITLE = "Hierarchical Feature Hashing for Fast Dimensionality Reduction",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "2051-2058",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103296"}

@inproceedings{bb106980,
        AUTHOR = "Floyd, D. and Cloutier, R. and Zigh, T.",
        TITLE = "Nonlinear dimensionality reduction for structural discovery in image
processing",
        BOOKTITLE = AIPR13,
        YEAR = "2013",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103297"}

@inproceedings{bb106981,
        AUTHOR = "Turki, T. and Roshan, U.",
        TITLE = "Weighted Maximum Variance Dimensionality Reduction",
        BOOKTITLE = MCPR14,
        YEAR = "2014",
        PAGES = "11-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103298"}

@inproceedings{bb106982,
        AUTHOR = "Wang, Y.M. and Morariu, V.I. and Davis, L.S.",
        TITLE = "Unsupervised Feature Extraction Inspired by Latent Low-Rank
Representation",
        BOOKTITLE = WACV15,
        YEAR = "2015",
        PAGES = "542-549",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103299"}

@inproceedings{bb106983,
        AUTHOR = "Morariu, V.I. and Ahmed, E. and Santhanam, V. and Harwood, D. and Davis, L.S.",
        TITLE = "Composite Discriminant Factor analysis",
        BOOKTITLE = WACV14,
        YEAR = "2014",
        PAGES = "564-571",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103300"}

@inproceedings{bb106984,
        AUTHOR = "Martin, S. and Szymanski, L.",
        TITLE = "Singularity resolution for dimension reduction",
        BOOKTITLE = IVCNZ13,
        YEAR = "2013",
        PAGES = "19-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103301"}

@inproceedings{bb106985,
        AUTHOR = "Su, B. and Ding, X.Q.",
        TITLE = "Linear Sequence Discriminant Analysis:
A Model-Based Dimensionality Reduction Method for Vector Sequences",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "889-896",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103302"}

@inproceedings{bb106986,
        AUTHOR = "Zhong, G.Q. and Chherawala, Y. and Cheriet, M.",
        TITLE = "An Empirical Evaluation of Supervised Dimensionality Reduction for
Recognition",
        BOOKTITLE = ICDAR13,
        YEAR = "2013",
        PAGES = "1315-1319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103303"}

@inproceedings{bb106987,
        AUTHOR = "Campadelli, P. and Casiraghi, E.",
        TITLE = "Local Intrinsic Dimensionality Based Features for Clustering",
        BOOKTITLE = CIAP13,
        YEAR = "2013",
        PAGES = "I:41-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103304"}

@inproceedings{bb106988,
        AUTHOR = "Bull, G. and Gao, J.B.",
        TITLE = "Transposed Low Rank Representation for Image Classification",
        BOOKTITLE = DICTA12,
        YEAR = "2012",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103305"}

@inproceedings{bb106989,
        AUTHOR = "Hino, H. and Wakayama, K. and Murata, N.",
        TITLE = "Sliced inverse regression with conditional entropy minimization",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1185-1188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103306"}

@inproceedings{bb106990,
        AUTHOR = "Zheng, Y. and Tang, Y.Y. and Fang, B. and Zhang, T.P.",
        TITLE = "Orthogonal Isometric Projection",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "405-408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103307"}

@inproceedings{bb106991,
        AUTHOR = "Liu, X. and Liu, R.J. and Li, F. and Cao, Q.",
        TITLE = "Graph-based dimensionality reduction for KNN-based image annotation",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1253-1256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103308"}

@inproceedings{bb106992,
        AUTHOR = "Liao, W.H.",
        TITLE = "Commensurate dimensionality reduction for extended local ternary
patterns",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "3013-3016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103309"}

@inproceedings{bb106993,
        AUTHOR = "Zhang, X.Y. and Liu, C.L.",
        TITLE = "Confused Distance Maximization for Large Category Dimensionality
Reduction",
        BOOKTITLE = FHR12,
        YEAR = "2012",
        PAGES = "213-218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103310"}

@inproceedings{bb106994,
        AUTHOR = "Xu, B. and Huang, K.Z. and Liu, C.L.",
        TITLE = "Dimensionality Reduction by Minimal Distance Maximization",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "569-572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103311"}

@inproceedings{bb106995,
        AUTHOR = "Raducanu, B. and Dornaika, F.",
        TITLE = "Out-of-Sample Embedding by Sparse Representation",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "336-344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103312"}

@inproceedings{bb106996,
        AUTHOR = "Hariharan, B. and Malik, J. and Ramanan, D.",
        TITLE = "Discriminative Decorrelation for Clustering and Classification",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "IV: 459-472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103313"}

@inproceedings{bb106997,
        AUTHOR = "Nguyen, H.V. and Patel, V.M. and Nasrabadi, N.M. and Chellappa, R.",
        TITLE = "Sparse Embedding:
A Framework for Sparsity Promoting Dimensionality Reduction",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "VI: 414-427",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103314"}

@inproceedings{bb106998,
        AUTHOR = "Hong, Y. and Li, Q.N. and Jiang, J.Y. and Tu, Z.W.",
        TITLE = "Learning a mixture of sparse distance metrics for classification and
dimensionality reduction",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "906-913",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103315"}

@inproceedings{bb106999,
        AUTHOR = "Gan, L. and Do, T.T. and Tran, T.D.",
        TITLE = "Fast dimension reduction through random permutation",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "3353-3356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103316"}

Last update:Sep 19, 2021 at 21:11:01