@article{bb151700,
AUTHOR = "Zhao, W.Z. and Du, S.H. and Wang, Q. and Emery, W.J.",
TITLE = "Contextually guided very-high-resolution imagery classification with
semantic segments",
JOURNAL = PandRS,
VOLUME = "132",
YEAR = "2017",
NUMBER = "1",
PAGES = "48-60",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147613"}
@article{bb151701,
AUTHOR = "Tuia, D. and Camps Valls, G. and Matasci, G. and Kanevski, M.",
TITLE = "Learning Relevant Image Features with Multiple-Kernel Classification",
JOURNAL = GeoRS,
VOLUME = "48",
YEAR = "2010",
NUMBER = "10",
MONTH = "October",
PAGES = "3780-3791",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147614"}
@article{bb151702,
AUTHOR = "Volpi, M. and Tuia, D. and Kanevski, M.",
TITLE = "Memory-Based Cluster Sampling for Remote Sensing Image Classification",
JOURNAL = GeoRS,
VOLUME = "50",
YEAR = "2012",
NUMBER = "8",
MONTH = "August",
PAGES = "3096-3106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147615"}
@article{bb151703,
AUTHOR = "Matasci, G. and Volpi, M. and Kanevski, M. and Bruzzone, L. and Tuia, D.",
TITLE = "Semisupervised Transfer Component Analysis for Domain Adaptation in
Remote Sensing Image Classification",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "7",
MONTH = "July",
PAGES = "3550-3564",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147616"}
@article{bb151704,
AUTHOR = "Huang, X. and Shi, L. and Suykens, J.A.K.",
TITLE = "Support Vector Machine Classifier With Pinball Loss",
JOURNAL = PAMI,
VOLUME = "36",
YEAR = "2014",
NUMBER = "5",
MONTH = "May",
PAGES = "984-997",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147617"}
@article{bb151705,
AUTHOR = "Deselaers, T. and Heigold, G. and Ney, H.",
TITLE = "Object classification by fusing SVMs and Gaussian mixtures",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "7",
MONTH = "July",
PAGES = "2476-2484",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147618"}
@inproceedings{bb151706,
AUTHOR = "Deselaers, T. and Heigold, G. and Ney, H.",
TITLE = "SVMs, Gaussian mixtures, and their generative/discriminative fusion",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147619"}
@inproceedings{bb151707,
AUTHOR = "Weyand, T. and Deselaers, T. and Ney, H.",
TITLE = "Log-linear Mixtures for Object Class Recognition",
BOOKTITLE = BMVC09,
YEAR = "2009",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147620"}
@article{bb151708,
AUTHOR = "Munoz, A. and Gonzalez, J.",
TITLE = "Representing Functional Data Using Support Vector Machines",
JOURNAL = PRL,
VOLUME = "31",
YEAR = "2010",
NUMBER = "6",
MONTH = "April",
PAGES = "511-516",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147621"}
@inproceedings{bb151709,
AUTHOR = "Gonzalez, J. and Munoz, A.",
TITLE = "Representing Functional Data Using Support Vector Machines",
BOOKTITLE = CIARP08,
YEAR = "2008",
PAGES = "332-339",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147621"}
@inproceedings{bb151710,
AUTHOR = "Munoz, A. and Gonzalez, J. and de Diego, I.M.",
TITLE = "Local Linear Approximation for Kernel Methods: The Railway Kernel",
BOOKTITLE = CIARP06,
YEAR = "2006",
PAGES = "936-944",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147622"}
@inproceedings{bb151711,
AUTHOR = "Moguerza, J.M. and Munoz, A. and de Diego, I.M.",
TITLE = "Fusion of Gaussian Kernels Within Support Vector Classification",
BOOKTITLE = CIARP06,
YEAR = "2006",
PAGES = "945-953",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147623"}
@article{bb151712,
AUTHOR = "Lin, H.J. and Yeh, J.P.",
TITLE = "A hybrid optimization strategy for simplifying the solutions of support
vector machines",
JOURNAL = PRL,
VOLUME = "31",
YEAR = "2010",
NUMBER = "7",
MONTH = "May",
PAGES = "563-571",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147624"}
@article{bb151713,
AUTHOR = "Wang, X.M. and Chung, F.L. and Wang, S.T.",
TITLE = "On minimum class locality preserving variance support vector machine",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "8",
MONTH = "August",
PAGES = "2753-2762",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147625"}
@article{bb151714,
AUTHOR = "Glasmachers, T. and Igel, C.",
TITLE = "Maximum Likelihood Model Selection for 1-Norm Soft Margin SVMs with
Multiple Parameters",
JOURNAL = PAMI,
VOLUME = "32",
YEAR = "2010",
NUMBER = "8",
MONTH = "August",
PAGES = "1522-1528",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147626"}
@article{bb151715,
AUTHOR = "Cevikalp, H.",
TITLE = "New clustering algorithms for the support vector machine based
hierarchical classification",
JOURNAL = PRL,
VOLUME = "31",
YEAR = "2010",
NUMBER = "11",
MONTH = "August",
PAGES = "1285-1291",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147627"}
@article{bb151716,
AUTHOR = "Saha, S.K. and Narayan, S. and Sarkar, S. and Mitra, P.",
TITLE = "A composite kernel for named entity recognition",
JOURNAL = PRL,
VOLUME = "31",
YEAR = "2010",
NUMBER = "12",
MONTH = "September",
PAGES = "1591-1597",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147628"}
@article{bb151717,
AUTHOR = "Kumar, M.A. and Gopal, M.",
TITLE = "A hybrid SVM based decision tree",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "12",
MONTH = "December",
PAGES = "3977-3987",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147629"}
@article{bb151718,
AUTHOR = "Giacco, F. and Thiel, C. and Pugliese, L. and Scarpetta, S. and Marinaro, M.",
TITLE = "Uncertainty Analysis for the Classification of Multispectral Satellite
Images Using SVMs and SOMs",
JOURNAL = GeoRS,
VOLUME = "48",
YEAR = "2010",
NUMBER = "10",
MONTH = "October",
PAGES = "3769-3779",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147630"}
@article{bb151719,
AUTHOR = "Huang, K.Z. and Zheng, D.N. and Sun, J. and Hotta, Y. and Fujimoto, K. and Naoi, S.",
TITLE = "Sparse learning for support vector classification",
JOURNAL = PRL,
VOLUME = "31",
YEAR = "2010",
NUMBER = "13",
MONTH = "October",
PAGES = "1944-1951",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147631"}
@article{bb151720,
AUTHOR = "Ye, Q.L. and Zhao, C.X. and Ye, N. and Chen, Y.N.",
TITLE = "Multi-weight vector projection support vector machines",
JOURNAL = PRL,
VOLUME = "31",
YEAR = "2010",
NUMBER = "13",
MONTH = "October",
PAGES = "2006-2011",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147632"}
@article{bb151721,
AUTHOR = "Ye, Q.L. and Ye, N. and Yin, T.M.",
TITLE = "Enhanced multi-weight vector projection support vector machine",
JOURNAL = PRL,
VOLUME = "42",
YEAR = "2014",
NUMBER = "1",
PAGES = "91-100",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147633"}
@article{bb151722,
AUTHOR = "Bovolo, F. and Bruzzone, L. and Carlin, L.",
TITLE = "A Novel Technique for Subpixel Image Classification Based on Support
Vector Machine",
JOURNAL = IP,
VOLUME = "19",
YEAR = "2010",
NUMBER = "11",
MONTH = "November",
PAGES = "2983-2999",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147634"}
@article{bb151723,
AUTHOR = "Ertekin, S. and Bottou, L. and Giles, C.L.",
TITLE = "Nonconvex Online Support Vector Machines",
JOURNAL = PAMI,
VOLUME = "33",
YEAR = "2011",
NUMBER = "2",
MONTH = "February",
PAGES = "368-381",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147635"}
@article{bb151724,
AUTHOR = "Han, D.Q. and Han, C.Z. and Yang, Y.",
TITLE = "A novel classifier based on shortest feature line segment",
JOURNAL = PRL,
VOLUME = "32",
YEAR = "2011",
NUMBER = "3",
MONTH = "February",
PAGES = "485-493",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147636"}
@inproceedings{bb151725,
AUTHOR = "Han, D.Q. and Han, C.Z. and Yang, Y. and Liu, Y. and Mao, W.T.",
TITLE = "Pre-extracting method for SVM classification based on the
non-parametric K-NN rule",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147637"}
@article{bb151726,
AUTHOR = "Chang, C.C. and Chien, L.J. and Lee, Y.J.",
TITLE = "A novel framework for multi-class classification via ternary smooth
support vector machine",
JOURNAL = PR,
VOLUME = "44",
YEAR = "2011",
NUMBER = "6",
MONTH = "June",
PAGES = "1235-1244",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147638"}
@article{bb151727,
AUTHOR = "Guo, L.H. and Jin, L.W.",
TITLE = "Laplacian Support Vector Machines with Multi-Kernel Learning",
JOURNAL = IEICE,
VOLUME = "E94-D",
YEAR = "2011",
NUMBER = "2",
MONTH = "February",
PAGES = "379-383",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147639"}
@article{bb151728,
AUTHOR = "Sahbi, H. and Audibert, J.Y. and Keriven, R.",
TITLE = "Context-Dependent Kernels for Object Classification",
JOURNAL = PAMI,
VOLUME = "33",
YEAR = "2011",
NUMBER = "4",
MONTH = "April",
PAGES = "699-708",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147640"}
@inproceedings{bb151729,
AUTHOR = "Sahbi, H. and Audibert, J.Y. and Rabarisoa, J. and Keriven, R.",
TITLE = "Context-dependent kernel design for object matching and recognition",
BOOKTITLE = CVPR08,
YEAR = "2008",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147641"}
@inproceedings{bb151730,
AUTHOR = "Sahbi, H. and Fleuret, F.",
TITLE = "Scale-Invariance of Support Vector Machines based on the Triangular
Kernel",
BOOKTITLE = INRIA,
YEAR = "2002",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147642"}
@inproceedings{bb151731,
AUTHOR = "Sahbi, H. and Li, X.",
TITLE = "Context-Based Support Vector Machines for Interconnected Image
Annotation",
BOOKTITLE = ACCV10,
YEAR = "2010",
PAGES = "I: 214-227",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147643"}
@article{bb151732,
AUTHOR = "Jiu, M. and Sahbi, H.",
TITLE = "Nonlinear Deep Kernel Learning for Image Annotation",
JOURNAL = IP,
VOLUME = "26",
YEAR = "2017",
NUMBER = "4",
MONTH = "April",
PAGES = "1820-1832",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147644"}
@article{bb151733,
AUTHOR = "Veenman, C.J. and Bolck, A.",
TITLE = "A sparse nearest mean classifier for high dimensional multi-class
problems",
JOURNAL = PRL,
VOLUME = "32",
YEAR = "2011",
NUMBER = "6",
MONTH = "April",
PAGES = "854-859",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147645"}
@article{bb151734,
AUTHOR = "Ozer, S. and Chen, C.H. and Cirpan, H.A.",
TITLE = "A set of new Chebyshev kernel functions for support vector machine
pattern classification",
JOURNAL = PR,
VOLUME = "44",
YEAR = "2011",
NUMBER = "7",
MONTH = "July",
PAGES = "1435-1447",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147646"}
@inproceedings{bb151735,
AUTHOR = "Ozer, S. and Chen, C.H.",
TITLE = "Generalized Chebyshev Kernels for Support Vector Classification",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147647"}
@article{bb151736,
AUTHOR = "Ozer, S.",
TITLE = "Similarity Domains Machine for Scale-Invariant and Sparse Shape
Modeling",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "534-545",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147648"}
@article{bb151737,
AUTHOR = "Wang, Z. and Yan, S.C. and Zhang, C.S.",
TITLE = "Active learning with adaptive regularization",
JOURNAL = PR,
VOLUME = "44",
YEAR = "2011",
NUMBER = "10-11",
MONTH = "October",
PAGES = "2375-2383",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147649"}
@article{bb151738,
AUTHOR = "Peng, X.J.",
TITLE = "TPMSVM: A novel twin parametric-margin support vector machine for
pattern recognition",
JOURNAL = PR,
VOLUME = "44",
YEAR = "2011",
NUMBER = "10-11",
MONTH = "October",
PAGES = "2678-2692",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147650"}
@article{bb151739,
AUTHOR = "Chen, X.B. and Yang, J. and Ye, Q.L. and Liang, J.",
TITLE = "Recursive projection twin support vector machine via within-class
variance minimization",
JOURNAL = PR,
VOLUME = "44",
YEAR = "2011",
NUMBER = "10-11",
MONTH = "October",
PAGES = "2643-2655",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147651"}
@article{bb151740,
AUTHOR = "Wittek, P. and Tan, C.L.",
TITLE = "Compactly Supported Basis Functions as Support Vector Kernels for
Classification",
JOURNAL = PAMI,
VOLUME = "33",
YEAR = "2011",
NUMBER = "10",
MONTH = "October",
PAGES = "2039-2050",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147652"}
@article{bb151741,
AUTHOR = "Laanaya, H. and Abdallah, F. and Snoussi, H. and Richard, C.",
TITLE = "Learning general Gaussian kernel hyperparameters of SVMs using
optimization on symmetric positive-definite matrices manifold",
JOURNAL = PRL,
VOLUME = "32",
YEAR = "2011",
NUMBER = "13",
MONTH = "October",
PAGES = "1511-1515",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147653"}
@article{bb151742,
AUTHOR = "Li, B. and Song, S.J. and Li, K.",
TITLE = "Improved conjugate gradient implementation for least squares support
vector machines",
JOURNAL = PRL,
VOLUME = "33",
YEAR = "2012",
NUMBER = "2",
MONTH = "January",
PAGES = "121-125",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147654"}
@article{bb151743,
AUTHOR = "Clark, A.R.J. and Everson, R.M.",
TITLE = "Multi-objective learning of Relevance Vector Machine classifiers with
multi-resolution kernels",
JOURNAL = PR,
VOLUME = "45",
YEAR = "2012",
NUMBER = "9",
MONTH = "September",
PAGES = "3535-3543",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147655"}
@article{bb151744,
AUTHOR = "Gkalelis, N. and Mezaris, V. and Kompatsiaris, I. and Stathaki, T.",
TITLE = "Linear Subclass Support Vector Machines",
JOURNAL = SPLetters,
VOLUME = "19",
YEAR = "2012",
NUMBER = "9",
MONTH = "September",
PAGES = "575-578",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147656"}
@article{bb151745,
AUTHOR = "Wu, J.X.",
TITLE = "Efficient HIK SVM Learning for Image Classification",
JOURNAL = IP,
VOLUME = "21",
YEAR = "2012",
NUMBER = "10",
MONTH = "October",
PAGES = "4442-4453",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147657"}
@inproceedings{bb151746,
AUTHOR = "Wu, J.X.",
TITLE = "Power mean SVM for large scale visual classification",
BOOKTITLE = CVPR12,
YEAR = "2012",
PAGES = "2344-2351",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147658"}
@inproceedings{bb151747,
AUTHOR = "Wu, J.X.",
TITLE = "A Fast Dual Method for HIK SVM Learning",
BOOKTITLE = ECCV10,
YEAR = "2010",
PAGES = "II: 552-565",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147659"}
@article{bb151748,
AUTHOR = "Wang, C.D. and Lai, J.H.",
TITLE = "Position regularized Support Vector Domain Description",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "3",
MONTH = "March",
PAGES = "875-884",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147660"}
@article{bb151749,
AUTHOR = "Gonzalez Abril, L. and Velasco, F. and Angulo, C. and Ortega, J.A.",
TITLE = "A study on output normalization in multiclass SVMs",
JOURNAL = PRL,
VOLUME = "34",
YEAR = "2013",
NUMBER = "3",
MONTH = "February",
PAGES = "344-348",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147661"}
@article{bb151750,
AUTHOR = "Minoura, K. and Tamura, S. and Hayamizu, S.",
TITLE = "Probabilistic expression of Polynomial Semantic Indexing and its
application for classification",
JOURNAL = PRL,
VOLUME = "34",
YEAR = "2013",
NUMBER = "13",
PAGES = "1485-1489",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147662"}
@article{bb151751,
AUTHOR = "Abrahamsen, T.J. and Hansen, L.K.",
TITLE = "Variance inflation in high dimensional Support Vector Machines",
JOURNAL = PRL,
VOLUME = "34",
YEAR = "2013",
NUMBER = "16",
PAGES = "2173-2180",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147663"}
@article{bb151752,
AUTHOR = "Faußer, S. and Schwenker, F.",
TITLE = "Semi-supervised clustering of large data sets with kernel methods",
JOURNAL = PRL,
VOLUME = "37",
YEAR = "2014",
NUMBER = "1",
PAGES = "78-84",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147664"}
@inproceedings{bb151753,
AUTHOR = "Faußer, S. and Schwenker, F.",
TITLE = "Clustering large datasets with kernel methods",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "501-504",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147665"}
@article{bb151754,
AUTHOR = "Cheng, Q.A. and Tezcan, J. and Cheng, J.",
TITLE = "Confidence and prediction intervals for semiparametric mixed-effect
least squares support vector machine",
JOURNAL = PRL,
VOLUME = "40",
YEAR = "2014",
NUMBER = "1",
PAGES = "88-95",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147666"}
@article{bb151755,
AUTHOR = "Demir, B. and Bruzzone, L.",
TITLE = "A multiple criteria active learning method for support vector
regression",
JOURNAL = PR,
VOLUME = "47",
YEAR = "2014",
NUMBER = "7",
PAGES = "2558-2567",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147667"}
@inproceedings{bb151756,
AUTHOR = "Demir, B. and Ertrk, S.",
TITLE = "Improving SVM classification accuracy using a hierarchical approach for
hyperspectral images",
BOOKTITLE = ICIP09,
YEAR = "2009",
PAGES = "2849-2852",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147668"}
@article{bb151757,
AUTHOR = "Serra Toro, C. and Traver, V.J. and Pla, F.",
TITLE = "Exploring some practical issues of SVM+:
Is really privileged information that helps?",
JOURNAL = PRL,
VOLUME = "42",
YEAR = "2014",
NUMBER = "1",
PAGES = "40-46",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147669"}
@article{bb151758,
AUTHOR = "Chen, W.J. and Shao, Y.H. and Li, C.N. and Deng, N.Y.",
TITLE = "MLTSVM: A novel twin support vector machine to multi-label learning",
JOURNAL = PR,
VOLUME = "52",
YEAR = "2016",
NUMBER = "1",
PAGES = "61-74",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147670"}
@article{bb151759,
AUTHOR = "Zhang, H.X. and Cao, L.L. and Gao, S.",
TITLE = "A locality correlation preserving support vector machine",
JOURNAL = PR,
VOLUME = "47",
YEAR = "2014",
NUMBER = "9",
PAGES = "3168-3178",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147671"}
@article{bb151760,
AUTHOR = "Tuia, D. and Volpi, M. and Dalla Mura, M. and Rakotomamonjy, A. and Flamary, R.",
TITLE = "Automatic Feature Learning for Spatio-Spectral Image Classification
With Sparse SVM",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "10",
MONTH = "October",
PAGES = "6062-6074",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147672"}
@article{bb151761,
AUTHOR = "Nasiri, J.A. and Charkari, N.M. and Jalili, S.",
TITLE = "Least squares twin multi-class classification support vector machine",
JOURNAL = PR,
VOLUME = "48",
YEAR = "2015",
NUMBER = "3",
PAGES = "984-992",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147673"}
@article{bb151762,
AUTHOR = "Peng, S.L. and Hu, Q.H. and Chen, Y.L. and Dang, J.W.",
TITLE = "Improved support vector machine algorithm for heterogeneous data",
JOURNAL = PR,
VOLUME = "48",
YEAR = "2015",
NUMBER = "6",
PAGES = "2072-2083",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147674"}
@article{bb151763,
AUTHOR = "Chen, J.H. and Takiguchi, T. and Ariki, Y.",
TITLE = "A robust SVM classification framework using PSM for multi-class
recognition",
JOURNAL = JIVP,
VOLUME = "2015",
YEAR = "2015",
NUMBER = "1",
PAGES = "7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147675"}
@inproceedings{bb151764,
AUTHOR = "Chen, J.H. and Takiguchi, T. and Ariki, Y.",
TITLE = "Multithreading AdaBoost framework for object recognition",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "1235-1239",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147676"}
@inproceedings{bb151765,
AUTHOR = "Chen, J.H. and Kitano, Y. and Li, Y.T. and Takiguchi, T. and Ariki, Y.",
TITLE = "A Robust Learning Framework Using PSM and Ameliorated SVMs for
Emotional Recognition",
BOOKTITLE = CV4AC14,
YEAR = "2014",
PAGES = "629-643",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147677"}
@article{bb151766,
AUTHOR = "Xu, J. and Tang, Y.Y. and Zou, B. and Xu, Z.B. and Li, L.Q. and Lu, Y. and Zhang, B.",
TITLE = "The Generalization Ability of SVM Classification Based on Markov
Sampling",
JOURNAL = Cyber,
VOLUME = "45",
YEAR = "2015",
NUMBER = "6",
MONTH = "June",
PAGES = "1169-1179",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147678"}
@article{bb151767,
AUTHOR = "Li, Y. and Tian, X.M. and Song, M.L. and Tao, D.C.",
TITLE = "Multi-task proximal support vector machine",
JOURNAL = PR,
VOLUME = "48",
YEAR = "2015",
NUMBER = "10",
PAGES = "3249-3257",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147679"}
@article{bb151768,
AUTHOR = "Bae, J.S. and Kim, J.O.",
TITLE = "Multiclass Probabilistic Classification for Support Vector Machines",
JOURNAL = IEICE,
VOLUME = "E98-D",
YEAR = "2015",
NUMBER = "6",
MONTH = "June",
PAGES = "1251-1255",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147680"}
@article{bb151769,
AUTHOR = "Zheng, S.F.",
TITLE = "Smoothly approximated support vector domain description",
JOURNAL = PR,
VOLUME = "49",
YEAR = "2016",
NUMBER = "1",
PAGES = "55-64",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147681"}
@article{bb151770,
AUTHOR = "Ferreira, M.R.P. and de Carvalho, F.A.T. and Simoes, E.C.",
TITLE = "Kernel-based hard clustering methods with kernelization of the metric
and automatic weighting of the variables",
JOURNAL = PR,
VOLUME = "51",
YEAR = "2016",
NUMBER = "1",
PAGES = "310-321",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147682"}
@article{bb151771,
AUTHOR = "de Carvalho, F.A.T. and Simoes, E.C. and Santana, L.V.C. and Ferreira, M.R.P.",
TITLE = "Gaussian kernel c-means hard clustering algorithms with automated
computation of the width hyper-parameters",
JOURNAL = PR,
VOLUME = "79",
YEAR = "2018",
PAGES = "370-386",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147683"}
@article{bb151772,
AUTHOR = "Simoes, E.C. and de Carvalho, F.A.T.",
TITLE = "Gaussian kernel fuzzy c-means with width parameter computation and
regularization",
JOURNAL = PR,
VOLUME = "143",
YEAR = "2023",
PAGES = "109749",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147684"}
@article{bb151773,
AUTHOR = "Osadchy, M. and Keren, D. and Raviv, D.",
TITLE = "Recognition Using Hybrid Classifiers",
JOURNAL = PAMI,
VOLUME = "38",
YEAR = "2016",
NUMBER = "4",
MONTH = "April",
PAGES = "759-771",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147685"}
@inproceedings{bb151774,
AUTHOR = "Osadchy, M. and Keren, D. and Fadida Specktor, B.",
TITLE = "Hybrid Classifiers for Object Classification with a Rich Background",
BOOKTITLE = ECCV12,
YEAR = "2012",
PAGES = "V: 284-297",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147686"}
@inproceedings{bb151775,
AUTHOR = "Osadchy, M. and Keren, D.",
TITLE = "Incorporating the Boltzmann Prior in Object Detection Using SVM",
BOOKTITLE = CVPR06,
YEAR = "2006",
PAGES = "II: 2095-2101",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147687"}
@article{bb151776,
AUTHOR = "Samat, A. and Gamba, P. and Abuduwaili, J. and Liu, S.C. and Miao, Z.",
TITLE = "Geodesic Flow Kernel Support Vector Machine for Hyperspectral Image
Classification by Unsupervised Subspace Feature Transfer",
JOURNAL = RS,
VOLUME = "8",
YEAR = "2016",
NUMBER = "3",
PAGES = "234",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147688"}
@article{bb151777,
AUTHOR = "Moghaddam, V.H. and Hamidzadeh, J.",
TITLE = "New Hermite orthogonal polynomial kernel and combined kernels in
Support Vector Machine classifier",
JOURNAL = PR,
VOLUME = "60",
YEAR = "2016",
NUMBER = "1",
PAGES = "921-935",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147689"}
@article{bb151778,
AUTHOR = "Ji, Y.S. and Chen, Y.S. and Fu, H.H. and Yang, G.W.",
TITLE = "An EnKF-based scheme to optimize hyper-parameters and features for
SVM classifier",
JOURNAL = PR,
VOLUME = "62",
YEAR = "2017",
NUMBER = "1",
PAGES = "202-213",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147690"}
@article{bb151779,
AUTHOR = "Xu, G. and Cao, Z. and Hu, B.G. and Principe, J.C.",
TITLE = "Robust support vector machines based on the rescaled hinge loss
function",
JOURNAL = PR,
VOLUME = "63",
YEAR = "2017",
NUMBER = "1",
PAGES = "139-148",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147691"}
@article{bb151780,
AUTHOR = "Cheng, F.Y. and Zhang, J. and Li, Z.Y. and Tang, M.Z.",
TITLE = "Double distribution support vector machine",
JOURNAL = PRL,
VOLUME = "88",
YEAR = "2017",
NUMBER = "1",
PAGES = "20-25",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147692"}
@article{bb151781,
AUTHOR = "Lin, L. and Wang, G.R. and Zuo, W.M. and Feng, X.C. and Zhang, L.",
TITLE = "Cross-Domain Visual Matching via Generalized Similarity Measure and
Feature Learning",
JOURNAL = PAMI,
VOLUME = "39",
YEAR = "2017",
NUMBER = "6",
MONTH = "June",
PAGES = "1089-1102",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147693"}
@article{bb151782,
AUTHOR = "Wang, S.S. and Zhang, L. and Zuo, W.M. and Zhang, B.",
TITLE = "Class-Specific Reconstruction Transfer Learning for Visual
Recognition Across Domains",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "2424-2438",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147694"}
@inproceedings{bb151783,
AUTHOR = "Wang, S.S. and Zhang, L. and Zuo, W.M.",
TITLE = "Class-Specific Reconstruction Transfer Learning via Sparse Low-Rank
Constraint",
BOOKTITLE = CEFR-LCV17,
YEAR = "2017",
PAGES = "949-957",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147695"}
@article{bb151784,
AUTHOR = "Gu, B. and Sheng, V.S. and Tay, K.Y. and Romano, W. and Li, S.",
TITLE = "Cross Validation Through Two-Dimensional Solution Surface for
Cost-Sensitive SVM",
JOURNAL = PAMI,
VOLUME = "39",
YEAR = "2017",
NUMBER = "6",
MONTH = "June",
PAGES = "1103-1121",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147696"}
@article{bb151785,
AUTHOR = "Zhang, X. and Zhang, X.",
TITLE = "Withdrawn: Adaptive multiclass support vector machine for multimodal data
analysis",
JOURNAL = PR,
VOLUME = "70",
YEAR = "2017",
NUMBER = "1",
PAGES = "177-184",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147697"}
@article{bb151786,
AUTHOR = "Zhang, X. and Zhang, X.",
TITLE = "Withdrawn: Adaptive multiclass support vector machine for multimodal data
analysis",
JOURNAL = PR,
VOLUME = "76",
YEAR = "2018",
NUMBER = "1",
PAGES = "762",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147697"}
@article{bb151787,
AUTHOR = "Maggu, J. and Majumdar, A.",
TITLE = "Kernel transform learning",
JOURNAL = PRL,
VOLUME = "98",
YEAR = "2017",
NUMBER = "1",
PAGES = "117-122",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147698"}
@inproceedings{bb151788,
AUTHOR = "Maggu, J. and Majumdar, A.",
TITLE = "Greedy deep transform learning",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "1822-1826",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147699"}
@article{bb151789,
AUTHOR = "Yan, H. and Ye, Q.L. and Zhang, T.A. and Yu, D.J. and Yuan, X. and Xu, Y.Q. and Fu, L.Y.",
TITLE = "Least squares twin bounded support vector machines based on L1-norm
distance metric for classification",
JOURNAL = PR,
VOLUME = "74",
YEAR = "2018",
NUMBER = "1",
PAGES = "434-447",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147700"}
@article{bb151790,
AUTHOR = "Dai, J.S. and Xu, W.C. and Ye, Z.F. and Chang, C.Q.",
TITLE = "Effective subset approach for SVMpath singularities",
JOURNAL = PRL,
VOLUME = "100",
YEAR = "2017",
NUMBER = "1",
PAGES = "51-58",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147701"}
@article{bb151791,
AUTHOR = "Zheng, Q.Q. and Zhu, F.Y. and Qin, J. and Chen, B.D. and Heng, P.A.",
TITLE = "Sparse Support Matrix Machine",
JOURNAL = PR,
VOLUME = "76",
YEAR = "2018",
NUMBER = "1",
PAGES = "715-726",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147702"}
@article{bb151792,
AUTHOR = "Chen, G. and Xu, R. and Yang, Z.",
TITLE = "Deep ranking structural support vector machine for image tagging",
JOURNAL = PRL,
VOLUME = "105",
YEAR = "2018",
PAGES = "30-38",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147703"}
@article{bb151793,
AUTHOR = "Gu, B. and Quan, X. and Gu, Y.H. and Sheng, V.S. and Zheng, G.S.",
TITLE = "Chunk incremental learning for cost-sensitive hinge loss support
vector machine",
JOURNAL = PR,
VOLUME = "83",
YEAR = "2018",
PAGES = "196-208",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147704"}
@article{bb151794,
AUTHOR = "Chen, H.Y. and Yu, Y. and Jia, Y.Z. and Gu, B.",
TITLE = "Incremental learning for transductive support vector machine",
JOURNAL = PR,
VOLUME = "133",
YEAR = "2023",
PAGES = "108982",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147705"}
@article{bb151795,
AUTHOR = "Padierna, L.C. and Carpio, M. and Rojas Dominguez, A. and Puga, H. and Fraire, H.",
TITLE = "A novel formulation of orthogonal polynomial kernel functions for SVM
classifiers: The Gegenbauer family",
JOURNAL = PR,
VOLUME = "84",
YEAR = "2018",
PAGES = "211-225",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147706"}
@article{bb151796,
AUTHOR = "Tzelepis, C. and Mezaris, V. and Patras, I.",
TITLE = "Linear Maximum Margin Classifier for Learning from Uncertain Data",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "2948-2962",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147707"}
@inproceedings{bb151797,
AUTHOR = "Tzelepi, M. and Mezaris, V.",
TITLE = "Online Anchor-Based Training for Image Classification Tasks",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "1099-1105",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147708"}
@article{bb151798,
AUTHOR = "Liu, W. and Shen, X. and Du, B. and Tsang, I.W. and Zhang, W. and Lin, X.",
TITLE = "Hyperspectral Imagery Classification via Stochastic HHSVMs",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "577-588",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147709"}
@article{bb151799,
AUTHOR = "Abe, S.",
TITLE = "Are twin hyperplanes necessary?",
JOURNAL = PRL,
VOLUME = "116",
YEAR = "2018",
PAGES = "218-224",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT147710"}
Last update:Jan 23, 2026 at 20:54:10