@article{bb134700,
AUTHOR = "He, L. and Ye, J.M. 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#TT130716"}
@article{bb134701,
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#TT130717"}
@article{bb134702,
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#TT130718"}
@article{bb134703,
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#TT130719"}
@article{bb134704,
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#TT130719"}
@article{bb134705,
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#TT130720"}
@inproceedings{bb134706,
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#TT130721"}
@article{bb134707,
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#TT130722"}
@article{bb134708,
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#TT130723"}
@article{bb134709,
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#TT130724"}
@article{bb134710,
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#TT130725"}
@article{bb134711,
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#TT130726"}
@article{bb134712,
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#TT130727"}
@article{bb134713,
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#TT130728"}
@article{bb134714,
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#TT130729"}
@article{bb134715,
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#TT130730"}
@article{bb134716,
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#TT130731"}
@article{bb134717,
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#TT130732"}
@article{bb134718,
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#TT130733"}
@article{bb134719,
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#TT130734"}
@article{bb134720,
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#TT130735"}
@article{bb134721,
AUTHOR = "Wang, Z. and Nie, F.P. and Zhang, C. and Wang, R. and Li, X.L.",
TITLE = "Worst-Case Discriminative Feature Learning via Max-Min Ratio Analysis",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "641-658",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130736"}
@article{bb134722,
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#TT130737"}
@article{bb134723,
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#TT130738"}
@article{bb134724,
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#TT130739"}
@article{bb134725,
AUTHOR = "Chen, J. and Liao, L. and Zhang, W. and Du, L.",
TITLE = "Mixture factor analysis with distance metric constraint for
dimensionality reduction",
JOURNAL = PR,
VOLUME = "121",
YEAR = "2022",
PAGES = "108156",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130740"}
@article{bb134726,
AUTHOR = "Islam, M.T. and Xing, L.",
TITLE = "Geometry and statistics-preserving manifold embedding for nonlinear
dimensionality reduction",
JOURNAL = PRL,
VOLUME = "151",
YEAR = "2021",
PAGES = "155-162",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130741"}
@article{bb134727,
AUTHOR = "Kay, S.",
TITLE = "Dimensionality Reduction for Signal Detection",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "145-148",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130742"}
@article{bb134728,
AUTHOR = "Zhou, R.X. and Gao, W.S. and Ding, D.W. and Liu, W.D.",
TITLE = "Supervised dimensionality reduction technology of generalized
discriminant component analysis and its kernelization forms",
JOURNAL = PR,
VOLUME = "124",
YEAR = "2022",
PAGES = "108450",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130743"}
@article{bb134729,
AUTHOR = "Xing, S.S. and Islam, M.T.",
TITLE = "Utilizing differential characteristics of high dimensional data as a
mechanism for dimensionality reduction",
JOURNAL = PRL,
VOLUME = "157",
YEAR = "2022",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130744"}
@article{bb134730,
AUTHOR = "Nie, F.P. and Zhao, X.W. and Wang, R. and Li, X.L.",
TITLE = "Fast Locality Discriminant Analysis With Adaptive Manifold Embedding",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "9315-9330",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130745"}
@article{bb134731,
AUTHOR = "Tan, C. and Chen, S. and Geng, X. and Ji, G.L.",
TITLE = "A label distribution manifold learning algorithm",
JOURNAL = PR,
VOLUME = "135",
YEAR = "2023",
PAGES = "109112",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130746"}
@article{bb134732,
AUTHOR = "Lu, Q. and Karanikolas, G.V. and Giannakis, G.B.",
TITLE = "Incremental Ensemble Gaussian Processes",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1876-1893",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130747"}
@article{bb134733,
AUTHOR = "Yan, W.Z. and Yang, M. and Li, Y.",
TITLE = "Robust Low Rank and Sparse Representation for Multiple Kernel
Dimensionality Reduction",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "1-15",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130748"}
@article{bb134734,
AUTHOR = "Li, T. and Tan, L. and Huang, Z.H. and Tao, Q.H. and Liu, Y.P. and Huang, X.L.",
TITLE = "Low Dimensional Trajectory Hypothesis is True: DNNs Can Be Trained in
Tiny Subspaces",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "3411-3420",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130749"}
@article{bb134735,
AUTHOR = "Qiu, H.Q. and Yang, Y.L. and Pan, H.",
TITLE = "Underestimation modification for intrinsic dimension estimation",
JOURNAL = PR,
VOLUME = "140",
YEAR = "2023",
PAGES = "109580",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130750"}
@article{bb134736,
AUTHOR = "Wang, X. and Zhu, J.X. and Xu, Z.C. and Ren, K.J. and Liu, X.W. and Wang, F.Y.",
TITLE = "Local nonlinear dimensionality reduction via preserving the geometric
structure of data",
JOURNAL = PR,
VOLUME = "143",
YEAR = "2023",
PAGES = "109663",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130751"}
@article{bb134737,
AUTHOR = "Tezekbayev, M.",
TITLE = "Autoencoders for a manifold learning problem with a Jacobian rank
constraint",
JOURNAL = PR,
VOLUME = "143",
YEAR = "2023",
PAGES = "109777",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130752"}
@article{bb134738,
AUTHOR = "Nellas, I.A. and Tasoulis, S.K. and Georgakopoulos, S.V. and Plagianakos, V.P.",
TITLE = "Two phase cooperative learning for supervised dimensionality
reduction",
JOURNAL = PR,
VOLUME = "144",
YEAR = "2023",
PAGES = "109871",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130753"}
@article{bb134739,
AUTHOR = "Pal, S. and Valkanas, A. and Coates, M.",
TITLE = "Population Monte Carlo With Normalizing Flow",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "16-20",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130754"}
@article{bb134740,
AUTHOR = "Lai, Z.H. and Chen, F. and Wen, J.J.",
TITLE = "Multi-view robust regression for feature extraction",
JOURNAL = PR,
VOLUME = "149",
YEAR = "2024",
PAGES = "110219",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130755"}
@article{bb134741,
AUTHOR = "Bui, A.T.",
TITLE = "Dimension Reduction With Prior Information for Knowledge Discovery",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3625-3636",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130756"}
@article{bb134742,
AUTHOR = "Wang, J.Y. and Yin, H.H. and Nie, F.P. and Li, X.L.",
TITLE = "Adaptive and fuzzy locality discriminant analysis for dimensionality
reduction",
JOURNAL = PR,
VOLUME = "151",
YEAR = "2024",
PAGES = "110382",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130757"}
@inproceedings{bb134743,
AUTHOR = "Dages, T. and Weber, S. and Lin, Y.W.E. and Talmon, R. and Cremers, D. and Lindenbaum, M. and Bruckstein, A.M. and Kimmel, R.",
TITLE = "Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric
Dimensionality Reduction and Embedding",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25842-25853",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130758"}
@inproceedings{bb134744,
AUTHOR = "Mankovich, N. and Santamaria, I. and Camps Valls, G. and Birdal, T.",
TITLE = "A Flag Decomposition for Hierarchical Datasets",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "18738-18748",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130759"}
@inproceedings{bb134745,
AUTHOR = "Leygonie, R. and Lobry, S. and Vimont, G. and Wendling, L.",
TITLE = "Transforming Multidimensional Data into Images to Overcome the Curse
of Dimensionality",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "700-704",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130760"}
@inproceedings{bb134746,
AUTHOR = "Gilet, C. and Deprez, M. and Barbry, P. and Caillau, J.B. and Barlaud, M.",
TITLE = "Efficient Clustering Using Alternating Minimization And A
Projection-Gradient Method For Dimension Reduction",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "176-180",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130761"}
@inproceedings{bb134747,
AUTHOR = "Guo, Y.H. and Wang, X.D. and Chen, Y. and Yu, S.X.",
TITLE = "Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130762"}
@inproceedings{bb134748,
AUTHOR = "Guo, Y.H. and Guo, H.R. and Yu, S.X.",
TITLE = "CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic
Data",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "11-20",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130763"}
@inproceedings{bb134749,
AUTHOR = "Sarfraz, M.S. and Koulakis, M. and Seibold, C. and Stiefelhagen, R.",
TITLE = "Hierarchical Nearest Neighbor Graph Embedding for Efficient
Dimensionality Reduction",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "336-345",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130764"}
@inproceedings{bb134750,
AUTHOR = "Fan, X. and Yang, C.H. and Vemuri, B.C.",
TITLE = "Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic
NN Design",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "356-365",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130765"}
@inproceedings{bb134751,
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#TT130766"}
@inproceedings{bb134752,
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#TT130767"}
@inproceedings{bb134753,
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#TT130768"}
@inproceedings{bb134754,
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#TT130769"}
@inproceedings{bb134755,
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#TT130770"}
@inproceedings{bb134756,
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#TT130771"}
@inproceedings{bb134757,
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#TT130772"}
@inproceedings{bb134758,
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#TT130773"}
@inproceedings{bb134759,
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#TT130774"}
@inproceedings{bb134760,
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#TT130775"}
@inproceedings{bb134761,
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#TT130776"}
@inproceedings{bb134762,
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#TT130777"}
@inproceedings{bb134763,
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#TT130778"}
@inproceedings{bb134764,
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#TT130779"}
@inproceedings{bb134765,
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#TT130780"}
@inproceedings{bb134766,
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#TT130781"}
@inproceedings{bb134767,
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#TT130782"}
@inproceedings{bb134768,
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#TT130783"}
@inproceedings{bb134769,
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#TT130784"}
@inproceedings{bb134770,
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#TT130785"}
@inproceedings{bb134771,
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#TT130786"}
@inproceedings{bb134772,
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#TT130787"}
@inproceedings{bb134773,
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#TT130788"}
@inproceedings{bb134774,
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#TT130789"}
@inproceedings{bb134775,
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#TT130790"}
@inproceedings{bb134776,
AUTHOR = "Zhang, L. and Peng, P.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#TT130791"}
@inproceedings{bb134777,
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#TT130792"}
@inproceedings{bb134778,
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#TT130793"}
@inproceedings{bb134779,
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#TT130794"}
@inproceedings{bb134780,
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#TT130795"}
@inproceedings{bb134781,
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#TT130796"}
@inproceedings{bb134782,
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#TT130797"}
@inproceedings{bb134783,
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#TT130798"}
@inproceedings{bb134784,
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#TT130799"}
@inproceedings{bb134785,
AUTHOR = "Nie, S.Q. 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#TT130800"}
@inproceedings{bb134786,
AUTHOR = "Huang, P.H. 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#TT130801"}
@inproceedings{bb134787,
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#TT130802"}
@inproceedings{bb134788,
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#TT130803"}
@inproceedings{bb134789,
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#TT130804"}
@inproceedings{bb134790,
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#TT130805"}
@inproceedings{bb134791,
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#TT130806"}
@inproceedings{bb134792,
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#TT130807"}
@inproceedings{bb134793,
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#TT130808"}
@inproceedings{bb134794,
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#TT130809"}
@inproceedings{bb134795,
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#TT130810"}
@inproceedings{bb134796,
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#TT130811"}
@inproceedings{bb134797,
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#TT130812"}
@inproceedings{bb134798,
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#TT130813"}
@inproceedings{bb134799,
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#TT130814"}
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