@inproceedings{bb121100,
        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#TT117328"}

@inproceedings{bb121101,
        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#TT117329"}

@inproceedings{bb121102,
        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#TT117330"}

@inproceedings{bb121103,
        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#TT117331"}

@inproceedings{bb121104,
        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#TT117332"}

@inproceedings{bb121105,
        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#TT117333"}

@inproceedings{bb121106,
        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#TT117334"}

@inproceedings{bb121107,
        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#TT117335"}

@inproceedings{bb121108,
        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#TT117336"}

@inproceedings{bb121109,
        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#TT117337"}

@inproceedings{bb121110,
        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#TT117338"}

@inproceedings{bb121111,
        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#TT117339"}

@inproceedings{bb121112,
        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#TT117340"}

@inproceedings{bb121113,
        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#TT117341"}

@inproceedings{bb121114,
        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#TT117342"}

@inproceedings{bb121115,
        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#TT117343"}

@inproceedings{bb121116,
        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#TT117344"}

@inproceedings{bb121117,
        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#TT117345"}

@inproceedings{bb121118,
        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#TT117346"}

@inproceedings{bb121119,
        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#TT117347"}

@inproceedings{bb121120,
        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#TT117348"}

@inproceedings{bb121121,
        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#TT117349"}

@inproceedings{bb121122,
        AUTHOR = "Maji, S.",
        TITLE = "Linearized Smooth Additive Classifiers",
        BOOKTITLE = WebScale12,
        YEAR = "2012",
        PAGES = "I: 239-248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT117350"}

@inproceedings{bb121123,
        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#TT117351"}

@inproceedings{bb121124,
        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#TT117352"}

@inproceedings{bb121125,
        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#TT117353"}

@inproceedings{bb121126,
        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#TT117354"}

@inproceedings{bb121127,
        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#TT117355"}

@inproceedings{bb121128,
        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#TT117356"}

@inproceedings{bb121129,
        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#TT117357"}

@inproceedings{bb121130,
        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#TT117358"}

@inproceedings{bb121131,
        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#TT117359"}

@inproceedings{bb121132,
        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#TT117360"}

@inproceedings{bb121133,
        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#TT117361"}

@inproceedings{bb121134,
        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#TT117362"}

@inproceedings{bb121135,
        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#TT117363"}

@inproceedings{bb121136,
        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#TT117364"}

@inproceedings{bb121137,
        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#TT117365"}

@inproceedings{bb121138,
        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#TT117366"}

@inproceedings{bb121139,
        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#TT117367"}

@inproceedings{bb121140,
        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#TT117368"}

@inproceedings{bb121141,
        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#TT117369"}

@inproceedings{bb121142,
        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#TT117370"}

@inproceedings{bb121143,
        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#TT117371"}

@inproceedings{bb121144,
        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#TT117372"}

@inproceedings{bb121145,
        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#TT117373"}

@inproceedings{bb121146,
        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#TT117374"}

@inproceedings{bb121147,
        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#TT117375"}

@inproceedings{bb121148,
        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#TT117376"}

@inproceedings{bb121149,
        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#TT117377"}

@inproceedings{bb121150,
        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#TT117378"}

@inproceedings{bb121151,
        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#TT117379"}

@inproceedings{bb121152,
        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#TT117380"}

@inproceedings{bb121153,
        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#TT117381"}

@inproceedings{bb121154,
        AUTHOR = "Brun, A. and Westin, C.F. and Herberthson, M. and Knutsson, H.",
        TITLE = "Fast Manifold Learning Based on Riemannian Normal Coordinates",
        BOOKTITLE = SCIA05,
        YEAR = "2005",
        PAGES = "920-929",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT117382"}

@inproceedings{bb121155,
        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#TT117383"}

@inproceedings{bb121156,
        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#TT117384"}

@inproceedings{bb121157,
        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#TT117385"}

@inproceedings{bb121158,
        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#TT117386"}

@inproceedings{bb121159,
        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#TT117387"}

@inproceedings{bb121160,
        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#TT117388"}

@inproceedings{bb121161,
        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#TT117389"}

@inproceedings{bb121162,
        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#TT117390"}

@inproceedings{bb121163,
        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#TT117391"}

@inproceedings{bb121164,
        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#TT117392"}

@inproceedings{bb121165,
        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#TT117393"}

@inproceedings{bb121166,
        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#TT117394"}

@inproceedings{bb121167,
        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#TT117395"}

@inproceedings{bb121168,
        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#TT117396"}

@inproceedings{bb121169,
        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#TT117397"}

@inproceedings{bb121170,
        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#TT117398"}

@inproceedings{bb121171,
        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#TT117399"}

@inproceedings{bb121172,
        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#TT117400"}

@inproceedings{bb121173,
        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#TT117401"}

@inproceedings{bb121174,
        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#TT117402"}

@inproceedings{bb121175,
        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#TT117403"}

@inproceedings{bb121176,
        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#TT117404"}

@inproceedings{bb121177,
        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#TT117405"}

@inproceedings{bb121178,
        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#TT117406"}

@inproceedings{bb121179,
        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#TT117407"}

@inproceedings{bb121180,
        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#TT117408"}

@inproceedings{bb121181,
        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#TT117409"}

@inproceedings{bb121182,
        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#TT117410"}

@inproceedings{bb121183,
        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#TT117411"}

@inproceedings{bb121184,
        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#TT117412"}

@inproceedings{bb121185,
        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#TT117413"}

@inproceedings{bb121186,
        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#TT117414"}

@article{bb121187,
        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#TT117415"}

@article{bb121188,
        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#TT117416"}

@article{bb121189,
        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#TT117417"}

@article{bb121190,
        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#TT117418"}

@article{bb121191,
        AUTHOR = "Lin, C.F. and Wang, S.D.",
        TITLE = "Training algorithms for fuzzy support vector machines with noisy data",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "1647-1656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT117419"}

@article{bb121192,
        AUTHOR = "Shin, H.J. and Cho, S.Z.",
        TITLE = "Invariance of neighborhood relation under input space to feature space
mapping",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "6",
        MONTH = "May",
        PAGES = "707-718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT117420"}

@article{bb121193,
        AUTHOR = "Bazi, Y. and Melgani, F.",
        TITLE = "Toward an Optimal SVM Classification System for Hyperspectral Remote
Sensing Images",
        JOURNAL = GeoRS,
        VOLUME = "44",
        YEAR = "2006",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3374-3385",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT117421"}

@article{bb121194,
        AUTHOR = "Bazi, Y. and Melgani, F.",
        TITLE = "Semisupervised PSO-SVM Regression for Biophysical Parameter Estimation",
        JOURNAL = GeoRS,
        VOLUME = "45",
        YEAR = "2007",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1887-1895",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT117422"}

@article{bb121195,
        AUTHOR = "Ghoggali, N. and Melgani, F. and Bazi, Y.",
        TITLE = "A Multiobjective Genetic SVM Approach for Classification Problems With
Limited Training Samples",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1707-1718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT117423"}

@article{bb121196,
        AUTHOR = "Ghoggali, N. and Melgani, F.",
        TITLE = "Automatic Ground-Truth Validation With Genetic Algorithms for
Multispectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2172-2181",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT117424"}

@article{bb121197,
        AUTHOR = "Paoli, A. and Melgani, F. and Pasolli, E.",
        TITLE = "Clustering of Hyperspectral Images Based on Multiobjective Particle
Swarm Optimization",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4175-4188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT117425"}

@article{bb121198,
        AUTHOR = "Orabona, F. and Castellini, C. and Caputo, B. and Jie, L. and Sandini, G.",
        TITLE = "On-line independent support vector machines",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1402-1412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT117426"}

@inproceedings{bb121199,
        AUTHOR = "Orabona, F. and Castellini, C. and Caputo, B. and Jie, L. and Sandini, G.",
        TITLE = "Indoor Place Recognition using Online Independent Support Vector
Machines",
        BOOKTITLE = BMVC07,
        YEAR = "2007",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT117427"}

Last update:May 15, 2022 at 14:39:14