@inproceedings{bb152400,
AUTHOR = "Hernandez, N. and Biscay, R.J. and Talavera, I.",
TITLE = "Support Vector Regression Methods for Functional Data",
BOOKTITLE = CIARP07,
YEAR = "2007",
PAGES = "564-573",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148311"}
@inproceedings{bb152401,
AUTHOR = "Hernandez, N. and Biscay, R.J. and Villa Vialaneix, N. and Talavera, I.",
TITLE = "A Functional Density-Based Nonparametric Approach for Statistical
Calibration",
BOOKTITLE = CIARP10,
YEAR = "2010",
PAGES = "450-457",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148312"}
@inproceedings{bb152402,
AUTHOR = "Veon, K.L. and Mahoor, M.H.",
TITLE = "Localized support vector machines using Parzen window for incomplete
sets of categories",
BOOKTITLE = WACV11,
YEAR = "2011",
PAGES = "448-454",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148313"}
@inproceedings{bb152403,
AUTHOR = "Wu, J. and Lin, Z.K. and Lu, M.Y.",
TITLE = "Asymmetric semi-supervised boosting for SVM active learning in CBIR",
BOOKTITLE = CIVR10,
YEAR = "2010",
PAGES = "182-188",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148314"}
@inproceedings{bb152404,
AUTHOR = "Gripton, A. and Lu, W.P.",
TITLE = "Kernel Domain Description with Incomplete Data:
Using Instance-Specific Margins to Avoid Imputation",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "2921-2924",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148315"}
@inproceedings{bb152405,
AUTHOR = "Gao, J. and Hu, W.M. and Li, W. and Zhang, Z.F.M. and Wu, O.",
TITLE = "Local Outlier Detection Based on Kernel Regression",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "585-588",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148316"}
@inproceedings{bb152406,
AUTHOR = "He, H. and Ghodsi, A.",
TITLE = "Rare Class Classification by Support Vector Machine",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "548-551",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148317"}
@inproceedings{bb152407,
AUTHOR = "Li, J. and Sun, S.L.",
TITLE = "Nonlinear Combination of Multiple Kernels for Support Vector Machines",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "2889-2892",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148318"}
@inproceedings{bb152408,
AUTHOR = "Wu, J. and Lu, M.Y. and Wang, C.L.",
TITLE = "Enhancing SVM Active Learning for Image Retrieval Using Semi-supervised
Bias-Ensemble",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "3175-3178",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148319"}
@inproceedings{bb152409,
AUTHOR = "Khan, N.M. and Ksantini, R. and Ahmad, I.S. and Boufama, B.",
TITLE = "A New SVM + NDA Model for Improved Classification and Recognition",
BOOKTITLE = ICIAR10,
YEAR = "2010",
PAGES = "I: 127-136",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148320"}
@inproceedings{bb152410,
AUTHOR = "Chen, S. and Zhang, C.S.",
TITLE = "Image classification via SVM using in-between universum samples",
BOOKTITLE = ICIP09,
YEAR = "2009",
PAGES = "1421-1424",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148321"}
@inproceedings{bb152411,
AUTHOR = "Banki, M.H. and Shirazi, A.A.B.",
TITLE = "Using Wavelet Support Vector Machine for Classification of
Hyperspectral Images",
BOOKTITLE = ICMV09,
YEAR = "2009",
PAGES = "154-157",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148322"}
@inproceedings{bb152412,
AUTHOR = "Kim, J. and Shen, C.H. and Wang, L.",
TITLE = "Learning Cascaded Reduced-Set SVMs Using Linear Programming",
BOOKTITLE = DICTA08,
YEAR = "2008",
PAGES = "619-626",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148323"}
@inproceedings{bb152413,
AUTHOR = "Sun, Z.C. and Liu, Z.G. and Liu, S.H. and Zhang, Y. and Yang, B.",
TITLE = "Active Learning with Support Vector Machines in Remotely Sensed Image
Classification",
BOOKTITLE = CISP09,
YEAR = "2009",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148324"}
@inproceedings{bb152414,
AUTHOR = "Hai Yuan, L. and Sun, J.C.",
TITLE = "A Modulation Type Recognition Method Using Wavelet Support Vector
Machines",
BOOKTITLE = CISP09,
YEAR = "2009",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148325"}
@inproceedings{bb152415,
AUTHOR = "Nowozin, S. and Gehler, P.V. and Lampert, C.H.",
TITLE = "On Parameter Learning in CRF-Based Approaches to Object Class Image
Segmentation",
BOOKTITLE = ECCV10,
YEAR = "2010",
PAGES = "VI: 98-111",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148326"}
@inproceedings{bb152416,
AUTHOR = "Gehler, P.V. and Nowozin, S.",
TITLE = "On Feature Combination for Multiclass Object Classification",
BOOKTITLE = ICCV09,
YEAR = "2009",
PAGES = "221-228",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148327"}
@inproceedings{bb152417,
AUTHOR = "Gehler, P.V. and Nowozin, S.",
TITLE = "Let the kernel figure it out; Principled learning of pre-processing for
kernel classifiers",
BOOKTITLE = CVPR09,
YEAR = "2009",
PAGES = "2836-2843",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148328"}
@inproceedings{bb152418,
AUTHOR = "Basak, J.",
TITLE = "A least square kernel machine with box constraints",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148329"}
@inproceedings{bb152419,
AUTHOR = "Alpcan, T. and Bauckhage, C.",
TITLE = "A discrete-time parallel update algorithm for distributed learning",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148330"}
@inproceedings{bb152420,
AUTHOR = "Ilayaraja, P. and Neeba, N.V. and Jawahar, C.V.",
TITLE = "Efficient implementation of SVM for large class problems",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148331"}
@inproceedings{bb152421,
AUTHOR = "Nishida, K. and Fujiki, J. and Kurita, T.",
TITLE = "Multiple Random Subset-Kernel Learning",
BOOKTITLE = CAIP11,
YEAR = "2011",
PAGES = "I: 343-350",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148332"}
@inproceedings{bb152422,
AUTHOR = "Nishida, K. and Kurita, T.",
TITLE = "RANSAC-SVM for large-scale datasets",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148333"}
@inproceedings{bb152423,
AUTHOR = "Tatarchuk, A. and Mottl, V. and Eliseyev, A. and Windridge, D.",
TITLE = "Selectivity supervision in combining pattern-recognition modalities by
feature- and kernel-selective support vector machines",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148334"}
@inproceedings{bb152424,
AUTHOR = "Mao, W.T. and Dong, L.L. and Zhang, G.",
TITLE = "Weighted solution path algorithm of support vector regression for
abnormal data",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148335"}
@inproceedings{bb152425,
AUTHOR = "Yu, X.D. and DeMenthon, D.F. and Doermann, D.",
TITLE = "Support Vector Data Description for image categorization from Internet
images",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148336"}
@inproceedings{bb152426,
AUTHOR = "Lienemann, K. and Plotz, T. and Fink, G.A.",
TITLE = "SVM ensemble classification of NMR spectra based on different
configurations of data processing techniques",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148337"}
@inproceedings{bb152427,
AUTHOR = "Habib, T. and Inglada, J. and Mercier, G. and Chanussot, J.",
TITLE = "Speeding up Support Vector Machine (SVM) image classification by a
kernel series expansion",
BOOKTITLE = ICIP08,
YEAR = "2008",
PAGES = "865-868",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148338"}
@inproceedings{bb152428,
AUTHOR = "Sadeghi, M.T. and Samiei, M. and Kittler, J.V.",
TITLE = "Selection and Fusion of Similarity Measure Based Classifiers Using
Support Vector Machines",
BOOKTITLE = SSPR08,
YEAR = "2008",
PAGES = "479-488",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148339"}
@inproceedings{bb152429,
AUTHOR = "Schnitzspan, P. and Fritz, M. and Roth, S. and Schiele, B.",
TITLE = "Discriminative structure learning of hierarchical representations for
object detection",
BOOKTITLE = CVPR09,
YEAR = "2009",
PAGES = "2238-2245",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148340"}
@inproceedings{bb152430,
AUTHOR = "Demirkesen, C. and Cherifi, H.",
TITLE = "A Comparison of Multiclass SVM Methods for Real World Natural Scenes",
BOOKTITLE = ACIVS08,
YEAR = "2008",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148341"}
@inproceedings{bb152431,
AUTHOR = "Hazan, T. and Man, A. and Shashua, A.",
TITLE = "A Parallel Decomposition Solver for SVM:
Distributed dual ascend using Fenchel Duality",
BOOKTITLE = CVPR08,
YEAR = "2008",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148342"}
@inproceedings{bb152432,
AUTHOR = "Maji, S.",
TITLE = "Linearized Smooth Additive Classifiers",
BOOKTITLE = WebScale12,
YEAR = "2012",
PAGES = "I: 239-248",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148343"}
@inproceedings{bb152433,
AUTHOR = "Maji, S. and Berg, A.C.",
TITLE = "Max-margin additive classifiers for detection",
BOOKTITLE = ICCV09,
YEAR = "2009",
PAGES = "40-47",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148344"}
@inproceedings{bb152434,
AUTHOR = "Maji, S. and Berg, A.C. and Malik, J.",
TITLE = "Classification using intersection kernel support vector machines is
efficient",
BOOKTITLE = CVPR08,
YEAR = "2008",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148345"}
@inproceedings{bb152435,
AUTHOR = "Bristow, H. and Lucey, S.",
TITLE = "V1-Inspired Features Induce a Weighted Margin in SVMs",
BOOKTITLE = ECCV12,
YEAR = "2012",
PAGES = "II: 59-72",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148346"}
@inproceedings{bb152436,
AUTHOR = "Lucey, S.",
TITLE = "Enforcing non-positive weights for stable support vector tracking",
BOOKTITLE = CVPR08,
YEAR = "2008",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148347"}
@inproceedings{bb152437,
AUTHOR = "Sluzhivoy, A. and Pauli, J. and Rolke, V. and Noglik, A.",
TITLE = "Improving the Run-Time Performance of Multi-class Support Vector
Machines",
BOOKTITLE = DAGM08,
YEAR = "2008",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148348"}
@inproceedings{bb152438,
AUTHOR = "Varma, C.M.B.S. and Asharaf, S. and Murty, M.N.",
TITLE = "Rough Core Vector Clustering",
BOOKTITLE = PReMI07,
YEAR = "2007",
PAGES = "304-310",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148349"}
@inproceedings{bb152439,
AUTHOR = "Kong, X.D. and Luo, Q.S. and Zeng, G.H.",
TITLE = "A Novel SVM-Based Method for Moving Video Objects Recognition",
BOOKTITLE = Visual07,
YEAR = "2007",
PAGES = "136-145",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148350"}
@inproceedings{bb152440,
AUTHOR = "Ionescu, C. and Bo, L.F. and Sminchisescu, C.",
TITLE = "Structural SVM for visual localization and continuous state estimation",
BOOKTITLE = ICCV09,
YEAR = "2009",
PAGES = "1157-1164",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148351"}
@inproceedings{bb152441,
AUTHOR = "Kumar, A. and Sminchisescu, C.",
TITLE = "Support Kernel Machines for Object Recognition",
BOOKTITLE = ICCV07,
YEAR = "2007",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148352"}
@inproceedings{bb152442,
AUTHOR = "Moguerza, J.M. and Munoz, A. and Psarakis, S.",
TITLE = "Monitoring Nonlinear Profiles Using Support Vector Machines",
BOOKTITLE = CIARP07,
YEAR = "2007",
PAGES = "574-583",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148353"}
@inproceedings{bb152443,
AUTHOR = "Chatelain, C. and Adam, S. and Lecourtier, Y. and Heutte, L. and Paquet, T.",
TITLE = "Multi-Objective Optimization for SVM Model Selection",
BOOKTITLE = ICDAR07,
YEAR = "2007",
PAGES = "427-431",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148354"}
@inproceedings{bb152444,
AUTHOR = "Karim, R. and Bergtholdt, M. and Kappes, J.H. and Schnorr, C.",
TITLE = "Greedy-Based Design of Sparse Two-Stage SVMs for Fast Classification",
BOOKTITLE = DAGM07,
YEAR = "2007",
PAGES = "395-404",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148355"}
@inproceedings{bb152445,
AUTHOR = "Tanaka, A. and Takigawa, I. and Imai, H. and Kudo, M.",
TITLE = "Analyses on Generalization Error of Ensemble Kernel Regressors",
BOOKTITLE = SSSPR14,
YEAR = "2014",
PAGES = "273-281",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148356"}
@inproceedings{bb152446,
AUTHOR = "Tanaka, A. and Takigawa, I. and Imai, H. and Kudo, M.",
TITLE = "Extended Analyses for an Optimal Kernel in a Class of Kernels with an
Invariant Metric",
BOOKTITLE = SSSPR12,
YEAR = "2012",
PAGES = "345-353",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148357"}
@inproceedings{bb152447,
AUTHOR = "Tanaka, A. and Imai, H. and Kudo, M. and Miyakoshi, M.",
TITLE = "A Relationship Between Generalization Error and Training Samples in
Kernel Regressors",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "1421-1424",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148358"}
@inproceedings{bb152448,
AUTHOR = "Tanaka, A. and Imai, H. and Kudo, M. and Miyakoshi, M.",
TITLE = "Optimal Kernel in a Class of Kernels with an Invariant Metric",
BOOKTITLE = SSPR08,
YEAR = "2008",
PAGES = "530-539",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148359"}
@inproceedings{bb152449,
AUTHOR = "Tanaka, A. and Sugiyama, M. and Imai, H. and Kudo, M. and Miyakoshi, M.",
TITLE = "Model Selection Using a Class of Kernels with an Invariant Metric",
BOOKTITLE = SSPR06,
YEAR = "2006",
PAGES = "862-870",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148360"}
@inproceedings{bb152450,
AUTHOR = "Joachims, T.",
TITLE = "Structured Output Prediction with Support Vector Machines",
BOOKTITLE = SSPR06,
YEAR = "2006",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148361"}
@inproceedings{bb152451,
AUTHOR = "Zhu, Y.S. and Yang, J.Y. and Ye, J. and Zhang, Y.Y.",
TITLE = "A Speedup Method for SVM Decision",
BOOKTITLE = SSPR06,
YEAR = "2006",
PAGES = "494-501",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148362"}
@inproceedings{bb152452,
AUTHOR = "Zhang, R. and Metaxas, D.",
TITLE = "RO-SVM: Support Vector Machine with Reject Option for Image
Categorization",
BOOKTITLE = BMVC06,
YEAR = "2006",
PAGES = "III:1209",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148363"}
@inproceedings{bb152453,
AUTHOR = "Tzotsos, A.",
TITLE = "A support vector machine approach for object based image analysis",
BOOKTITLE = OBIA06,
YEAR = "2006",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148364"}
@inproceedings{bb152454,
AUTHOR = "Liu, Y. and Zheng, Y.F.",
TITLE = "Minimum Enclosing and Maximum Excluding Machine for Pattern Description
and Discrimination",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "III: 129-132",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148365"}
@inproceedings{bb152455,
AUTHOR = "Kropotov, D. and Ptashko, N. and Vasiliev, O. and Vetrov, D.",
TITLE = "On Kernel Selection in Relevance Vector Machines Using Stability
Principle",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "IV: 233-236",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148366"}
@inproceedings{bb152456,
AUTHOR = "Qin, J.Z. and Li, Y.Q.",
TITLE = "An Improved Semi-Supervised Support Vector Machine Based Translation
Algorithm for BCI Systems",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "I: 1240-1243",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148367"}
@inproceedings{bb152457,
AUTHOR = "Chen, G.Y. and Bhattacharya, P.",
TITLE = "Function Dot Product Kernels for Support Vector Machine",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 614-617",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148368"}
@inproceedings{bb152458,
AUTHOR = "Ye, N. and Sun, R.X. and Liu, Y.G. and Cao, L.",
TITLE = "Support vector machine with orthogonal Chebyshev kernel",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 752-755",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148369"}
@inproceedings{bb152459,
AUTHOR = "Barakat, N. and Bradley, A.P.",
TITLE = "Rule Extraction from Support Vector Machines: Measuring the Explanation
Capability Using the Area under the ROC Curve",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 812-815",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148370"}
@inproceedings{bb152460,
AUTHOR = "Zhang, X.F. and Li, B.C. and Shi, W. and Cheng, L.",
TITLE = "An Efficient SVM Classifier for Lopsided Corpora",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "I: 1144-1147",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148371"}
@inproceedings{bb152461,
AUTHOR = "Sung, E. and Yan, Z. and Li, X.C.",
TITLE = "Accelerating the SVM Learning for Very Large Data Sets",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 484-489",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148372"}
@inproceedings{bb152462,
AUTHOR = "Wu, Z.L. and Li, C.H. and Zhu, J. and Huang, J.",
TITLE = "A Semi-supervised SVM for Manifold Learning",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 490-493",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148373"}
@inproceedings{bb152463,
AUTHOR = "Arreola, K.Z. and Fehr, J. and Burkhardt, H.",
TITLE = "Fast Support Vector Machine Classification using linear SVMs",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "III: 366-369",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148374"}
@inproceedings{bb152464,
AUTHOR = "Zhan, Y.Q. and Shen, D.G.",
TITLE = "Increasing Efficiency of SVM by Adaptively Penalizing Outliers",
BOOKTITLE = EMMCVPR05,
YEAR = "2005",
PAGES = "539-551",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148375"}
@inproceedings{bb152465,
AUTHOR = "Tung, J.W. and Hsu, C.T.",
TITLE = "Learning Hidden Semantic Cues Using Support Vector Clustering",
BOOKTITLE = ICIP05,
YEAR = "2005",
PAGES = "I: 1189-1192",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148376"}
@inproceedings{bb152466,
AUTHOR = "Kahsay, L. and Schwenker, F. and Palm, G.",
TITLE = "Comparison of Multiclass SVM Decomposition Schemes for Visual Object
Recognition",
BOOKTITLE = DAGM05,
YEAR = "2005",
PAGES = "334",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148377"}
@inproceedings{bb152467,
AUTHOR = "Lyu, S.W.",
TITLE = "Mercer Kernels for Object Recognition with Local Features",
BOOKTITLE = CVPR05,
YEAR = "2005",
PAGES = "II: 223-229",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148378"}
@inproceedings{bb152468,
AUTHOR = "Sun, Q.A. and DeJong, G.",
TITLE = "Feature Kernel Functions: Improving SVMs Using High-Level Knowledge",
BOOKTITLE = CVPR05,
YEAR = "2005",
PAGES = "II: 177-183",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148379"}
@inproceedings{bb152469,
AUTHOR = "Tarel, J.P. and Boughorbel, S.",
TITLE = "Object Predetection Based on Kernel Parametric Distribution Fitting",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 808-811",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148380"}
@inproceedings{bb152470,
AUTHOR = "Boughorbel, S. and Tarel, J.P. and Boujemaa, N.",
TITLE = "Generalized Histogram Intersection Kernel for Image Recognition",
BOOKTITLE = ICIP05,
YEAR = "2005",
PAGES = "III: 161-164",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148381"}
@inproceedings{bb152471,
AUTHOR = "Boughorbel, S. and Tarel, J.P. and Fleuret, F.",
TITLE = "Non-Mercer Kernels for SVM Object Recognition",
BOOKTITLE = BMVC04,
YEAR = "2004",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148382"}
@inproceedings{bb152472,
AUTHOR = "Wang, Y.C.A. and Casasent, D.",
TITLE = "A hierarchical classifier using new support vector machine",
BOOKTITLE = ICDAR05,
YEAR = "2005",
PAGES = "II: 851-855",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148383"}
@inproceedings{bb152473,
AUTHOR = "Yu, W.M. and Du, T.H. and Lim, K.B.",
TITLE = "Comparison of the support vector machine and relevant vector machine in
regression and classification problems",
BOOKTITLE = ICARCV04,
YEAR = "2004",
PAGES = "II: 1309-1314",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148384"}
@inproceedings{bb152474,
AUTHOR = "Man, H. and Chen, L. and Duan, R.",
TITLE = "Rotation invariant texture classification using directional filter bank
and support vector machine",
BOOKTITLE = ICIP04,
YEAR = "2004",
PAGES = "III: 1545-1548",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148385"}
@inproceedings{bb152475,
AUTHOR = "Hein, M. and Lal, T.N. and Bousquet, O.",
TITLE = "Hilbertian Metrics on Probability Measures and Their Application in
SVMs",
BOOKTITLE = DAGM04,
YEAR = "2004",
PAGES = "270-277",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148386"}
@inproceedings{bb152476,
AUTHOR = "Horikawa, Y.",
TITLE = "Comparison of support vector machines with autocorrelation kernels for
invariant texture classification",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "I: 660-663",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148387"}
@inproceedings{bb152477,
AUTHOR = "Park, J.H. and Ji, X. and Zha, H.Y. and Kasturi, R.",
TITLE = "Support vector clustering combined with spectral graph partitioning",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "IV: 581-584",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148388"}
@inproceedings{bb152478,
AUTHOR = "Imbault, F. and Lebart, K.",
TITLE = "A stochastic optimization approach for parameter tuning of support
vector machines",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "IV: 597-600",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148389"}
@inproceedings{bb152479,
AUTHOR = "Hoi, S.C.H. and Lyu, M.R.",
TITLE = "Group-based relevance feedback with support vector machine ensembles",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "III: 874-877",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148390"}
@inproceedings{bb152480,
AUTHOR = "Chen, J.H.",
TITLE = "M-estimator based robust kernels for support vector machines",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "I: 168-171",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148391"}
@inproceedings{bb152481,
AUTHOR = "Gokcen, I. and Joachim, D. and Deller, J.R.",
TITLE = "Comparing optimal bounding ellipsoid and support vector machine active
learning",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "I: 172-175",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148392"}
@inproceedings{bb152482,
AUTHOR = "Zhang, P. and Peng, J. and Riedel, N.",
TITLE = "Discriminant Analysis: A Least Squares Approximation View",
BOOKTITLE = LCV05,
YEAR = "2005",
PAGES = "III: 46-46",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148393"}
@inproceedings{bb152483,
AUTHOR = "Zhang, P. and Peng, J.",
TITLE = "Efficient Regularized Least Squares Classification",
BOOKTITLE = LCV04,
YEAR = "2004",
PAGES = "98",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148394"}
@inproceedings{bb152484,
AUTHOR = "Zhang, P. and Peng, J.",
TITLE = "SVM vs regularized least squares classification",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "I: 176-179",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148395"}
@inproceedings{bb152485,
AUTHOR = "Tortorella, F.",
TITLE = "An empirical comparison of in-learning and post-learning optimization
schemes for tuning the support vector machines in cost-sensitive
applications",
BOOKTITLE = CIAP03,
YEAR = "2003",
PAGES = "560-566",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148396"}
@inproceedings{bb152486,
AUTHOR = "Yuan, C. and Casasent, D.",
TITLE = "A novel support vector classifier with better rejection performance",
BOOKTITLE = CVPR03,
YEAR = "2003",
PAGES = "I: 419-424",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148397"}
@inproceedings{bb152487,
AUTHOR = "Vishwanathan, S.V.N. and Murty, M.N.",
TITLE = "Geometric SVM: a fast and intuitive SVM algorithm",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "II: 56-59",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148398"}
@inproceedings{bb152488,
AUTHOR = "Xiao, X. and Ai, H.Z. and Xu, G.Y.",
TITLE = "Pair-wise sequential reduced set for optimization of support vector
machines",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "II: 860-863",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148399"}
@inproceedings{bb152489,
AUTHOR = "Zhong, S.W. and Chang, C.I. and Zhang, Y.",
TITLE = "Iterative Support Vector Machine for Hyperspectral Image
Classification",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "3309-3312",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148400"}
@inproceedings{bb152490,
AUTHOR = "Zhang, J.P. and Zhang, Y. and Zhou, T.X.",
TITLE = "Classification of Hyperspectral Data Using Support Vector Machine",
BOOKTITLE = ICIP01,
YEAR = "2001",
PAGES = "I: 882-885",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148401"}
@inproceedings{bb152491,
AUTHOR = "Nakamura, E. and Murayama, N. and Sawada, K. and Okuizumi, H.",
TITLE = "RLGS Profile Segmentation Via a SVM",
BOOKTITLE = ICIP01,
YEAR = "2001",
PAGES = "I: 533-536",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148402"}
@inproceedings{bb152492,
AUTHOR = "Ben Hur, A. and Horn, D. and Siegelmann, H.T. and Vapnik, V.",
TITLE = "A Support Vector Clustering Method",
BOOKTITLE = ICPR00,
YEAR = "2000",
PAGES = "Vol II: 724-727",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148403"}
@inproceedings{bb152493,
AUTHOR = "Odone, F. and Trucco, M. and Verri, A.",
TITLE = "Visual Learning of Weight from Shape Using Support Vector Machines",
BOOKTITLE = BMVC98,
YEAR = "1998",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148404"}
@inproceedings{bb152494,
AUTHOR = "Pawlak, M. and Ng, M.F.Y.F.",
TITLE = "On kernel and radial basis function techniques for classification and
function recovering",
BOOKTITLE = ICPR94,
YEAR = "1994",
PAGES = "B:454-456",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148405"}
@inproceedings{bb152495,
AUTHOR = "Pawlak, M. and Siedlecki, W.",
TITLE = "Kernel classification rules in the presence of missing values",
BOOKTITLE = ICPR90,
YEAR = "1990",
PAGES = "I: 677-680",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148406"}
@article{bb152496,
AUTHOR = "Foody, G.M. and Mathur, A.",
TITLE = "A Relative Evaluation of Multiclass Image Classification by Support
Vector Machines",
JOURNAL = GeoRS,
VOLUME = "42",
YEAR = "2004",
NUMBER = "6",
MONTH = "June",
PAGES = "1335-1343",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT148407"}
@article{bb152497,
AUTHOR = "Foody, G.M. and Mathur, A.",
TITLE = "Toward intelligent training of supervised image classifications:
Directing training data acquisition for SVM classification",
JOURNAL = RSE,
VOLUME = "93",
YEAR = "2004",
NUMBER = "1-2",
PAGES = "107-117",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT148408"}
@article{bb152498,
AUTHOR = "Zhan, Y.Q. and Shen, D.G.",
TITLE = "Design efficient support vector machine for fast classification",
JOURNAL = PR,
VOLUME = "38",
YEAR = "2005",
NUMBER = "1",
MONTH = "January",
PAGES = "157-161",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT148409"}
@article{bb152499,
AUTHOR = "Zhan, Y.Q. and Shen, D.G.",
TITLE = "An adaptive error penalization method for training an efficient and
generalized SVM",
JOURNAL = PR,
VOLUME = "39",
YEAR = "2006",
NUMBER = "3",
MONTH = "March",
PAGES = "342-350",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT148410"}
Last update:Feb 26, 2026 at 10:58:24