@article{bb116500,
        AUTHOR = "Wang, D. and Zhang, X.Q. and Fan, M.Y. and Ye, X.Z.",
        TITLE = "Hierarchical mixing linear support vector machines for nonlinear
classification",
        JOURNAL = PR,
        VOLUME = "59",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "255-267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT112765"}

@article{bb116501,
        AUTHOR = "Zhu, X.Q. and Gao, Z.H.",
        TITLE = "An efficient gradient-based model selection algorithm for
multi-output least-squares support vector regression machines",
        JOURNAL = PRL,
        VOLUME = "111",
        YEAR = "2018",
        PAGES = "16-22",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT112766"}

@inproceedings{bb116502,
        AUTHOR = "Zhou, S.S. and Liu, M.N.",
        TITLE = "A New Sparse LSSVM Method Based the Revised LARS",
        BOOKTITLE = CMVIT17,
        YEAR = "2017",
        PAGES = "46-51",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT112767"}

@inproceedings{bb116503,
        AUTHOR = "Shapovalova, N. and Mori, G.",
        TITLE = "Clustered Exemplar-SVM:
Discovering sub-categories for visual recognition",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "93-97",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT112768"}

@inproceedings{bb116504,
        AUTHOR = "Xie, W. and Uhlmann, S. and Kiranyaz, S. and Gabbouj, M.",
        TITLE = "Incremental Learning with Support Vector Data Description",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3904-3909",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT112769"}

@inproceedings{bb116505,
        AUTHOR = "Rosales Perez, A. and Gonzalez, J.A. and Coello Coello, C.A. and Reyes Garcia, C.A. and Escalante, H.J.",
        TITLE = "Evolutionary Multi-Objective Approach for Prototype Generation and
Feature Selection",
        BOOKTITLE = CIARP14,
        YEAR = "2014",
        PAGES = "424-431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT112770"}

@inproceedings{bb116506,
        AUTHOR = "Rosales Perez, A. and Escalante, H.J. and Gonzalez, J.A. and Reyes Garcia, C.A.",
        TITLE = "Bias and Variance Multi-objective Optimization for Support Vector
Machines Model Selection",
        BOOKTITLE = IbPRIA13,
        YEAR = "2013",
        PAGES = "108-116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT112771"}

@inproceedings{bb116507,
        AUTHOR = "Fefilatyev, S. and Shreve, M. and Kramer, K. and Hall, L.O. and Goldgof, D.B. and Kasturi, R. and Daly, K. and Remsen, A. and Bunke, H.",
        TITLE = "Label-noise reduction with support vector machines",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "3504-3508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT112772"}

@inproceedings{bb116508,
        AUTHOR = "Huang, D. and Lai, J.H. and Wang, C.D.",
        TITLE = "Incremental support vector clustering with outlier detection",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2339-2342",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT112773"}

@inproceedings{bb116509,
        AUTHOR = "Zhang, W.Y. and Yu, S.X. and Teng, S.H.",
        TITLE = "Power SVM: Generalization with exemplar classification uncertainty",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2144-2151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT112774"}

@inproceedings{bb116510,
        AUTHOR = "Han, X. and Berg, A.C.",
        TITLE = "DCMSVM:
Distributed parallel training for single-machine multiclass classifiers",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "3554-3561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT112775"}

@inproceedings{bb116511,
        AUTHOR = "Vedaldi, A. and Blaschko, M.B. and Zisserman, A.",
        TITLE = "Learning equivariant structured output SVM regressors",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "959-966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT112776"}

@inproceedings{bb116512,
        AUTHOR = "Zhang, L.H. and Zhang, K.Y. and Dong, X.L.",
        TITLE = "Online sparse learning utilizing multi-feature combination for image
classification",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "197-200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT112777"}

@inproceedings{bb116513,
        AUTHOR = "Liu, X.B. and Yuan, X.T. and Yan, S.C. and Jin, H.",
        TITLE = "Multi-class semi-supervised SVMs with Positiveness Exclusive
Regularization",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "1435-1442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT112778"}

@inproceedings{bb116514,
        AUTHOR = "Kapp, M.N. and Sabourin, R. and Maupin, P.",
        TITLE = "Adaptive Incremental Learning with an Ensemble of Support Vector
Machines",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4048-4051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT112779"}

@inproceedings{bb116515,
        AUTHOR = "Diaz Chito, K. and Ferri, F.J. and Diaz Villanueva, W.",
        TITLE = "Null Space Based Image Recognition Using Incremental Eigendecomposition",
        BOOKTITLE = IbPRIA11,
        YEAR = "2011",
        PAGES = "313-320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT112780"}

@inproceedings{bb116516,
        AUTHOR = "Diaz Chito, K. and Ferri, F.J. and Diaz Villanueva, W.",
        TITLE = "Image Recognition through Incremental Discriminative Common Vectors",
        BOOKTITLE = ACIVS10,
        YEAR = "2010",
        PAGES = "II: 304-311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT112781"}

@inproceedings{bb116517,
        AUTHOR = "Diaz Chito, K. and Ferri, F.J. and Diaz Villanueva, W.",
        TITLE = "An Empirical Evaluation of Common Vector Based Classification Methods
and Some Extensions",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "977-985",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634in1.html#TT112782"}

@article{bb116518,
        AUTHOR = "Pontil, M. and Verri, A.",
        TITLE = "Support Vector Machines for 3D Object Recognition",
        JOURNAL = PAMI,
        VOLUME = "20",
        YEAR = "1998",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "637-646",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112783"}

@inproceedings{bb116519,
        AUTHOR = "Pontil, M. and Verri, A.",
        TITLE = "Direct aspect-based 3-D object recognition",
        BOOKTITLE = CIAP97,
        YEAR = "1997",
        PAGES = "II: 300-307",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112784"}

@inproceedings{bb116520,
        AUTHOR = "Pontil, M. and Rogai, S. and Verri, A.",
        TITLE = "Recognizing 3-D objects with linear support vector machines",
        BOOKTITLE = ECCV98,
        YEAR = "1998",
        PAGES = "II: 469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112785"}

@inproceedings{bb116521,
        AUTHOR = "Pittore, M. and Basso, C. and Verri, A.",
        TITLE = "Representing and recognizing visual dynamic events with support vector
machines",
        BOOKTITLE = CIAP99,
        YEAR = "1999",
        PAGES = "18-23",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112786"}

@article{bb116522,
        AUTHOR = "Vishwanathan, S.V.N. and Smola, A.J. and Vidal, R.",
        TITLE = "Binet-Cauchy Kernels on Dynamical Systems and its Application to the
Analysis of Dynamic Scenes",
        JOURNAL = IJCV,
        VOLUME = "73",
        YEAR = "2007",
        NUMBER = "1",
        MONTH = "June",
        PAGES = "95-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112787"}

@article{bb116523,
        AUTHOR = "Song, Q. and Hu, W.J. and Xie, W.F.",
        TITLE = "Robust support vector machine with bullet hole image classification",
        JOURNAL = SMC-C,
        VOLUME = "32",
        YEAR = "2002",
        NUMBER = "4",
        MONTH = "November",
        PAGES = "440-448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112788"}

@article{bb116524,
        AUTHOR = "Mantero, P. and Moser, G. and Serpico, S.B.",
        TITLE = "Partially Supervised Classification of Remote Sensing Images Through
SVM-Based Probability Density Estimation",
        JOURNAL = GeoRS,
        VOLUME = "43",
        YEAR = "2005",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "559-570",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112789"}

@article{bb116525,
        AUTHOR = "Pozdnoukhov, A. and Bengio, S.",
        TITLE = "Invariances in kernel methods: From samples to objects",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "10",
        MONTH = "July",
        PAGES = "1087-1097",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112790"}

@inproceedings{bb116526,
        AUTHOR = "Pozdnoukhov, A. and Bengio, S.",
        TITLE = "Graph-based transformation manifolds for invariant pattern recognition
with kernel methods",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 1228-1231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112791"}

@inproceedings{bb116527,
        AUTHOR = "Bengio, S. and Pozdnoukhov, A.",
        TITLE = "Graph-based transformation manifolds for invariant pattern recognition
with kernel methods",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "IV: 956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112791"}

@inproceedings{bb116528,
        AUTHOR = "Pozdnoukhov, A. and Bengio, S.",
        TITLE = "Tangent vector kernels for invariant image classification with SVMs",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "III: 486-489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112792"}

@article{bb116529,
        AUTHOR = "Mariethoz, J. and Bengio, S.",
        TITLE = "A kernel trick for sequences applied to text-independent speaker
verification systems",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2315-2324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112793"}

@article{bb116530,
        AUTHOR = "Su, L.H.",
        TITLE = "Optimizing support vector machine learning for semi-arid vegetation
mapping by using clustering analysis",
        JOURNAL = PandRS,
        VOLUME = "64",
        YEAR = "2009",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "407-413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112794"}

@article{bb116531,
        AUTHOR = "Karacali, B.",
        TITLE = "Quasi-supervised learning for biomedical data analysis",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3674-3682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112795"}

@article{bb116532,
        AUTHOR = "Yu, Z.W. and Wong, H.S. and Wen, G.H.",
        TITLE = "A modified support vector machine and its application to image
segmentation",
        JOURNAL = IVC,
        VOLUME = "29",
        YEAR = "2011",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "29-40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112796"}

@article{bb116533,
        AUTHOR = "Li, C.H. and Kuo, B.C. and Lin, C.T. and Huang, C.S.",
        TITLE = "A Spatial-Contextual Support Vector Machine for Remotely Sensed Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "50",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "784-799",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112797"}

@article{bb116534,
        AUTHOR = "Zhang, H. and Shi, W. and Liu, K.",
        TITLE = "Fuzzy-Topology-Integrated Support Vector Machine for Remotely Sensed
Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "50",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "850-862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112798"}

@article{bb116535,
        AUTHOR = "Nanni, L. and Brahnam, S. and Lumini, A.",
        TITLE = "A simple method for improving local binary patterns by considering
non-uniform patterns",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3844-3852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112799"}

@article{bb116536,
        AUTHOR = "Nanni, L. and Brahnam, S. and Lumini, A.",
        TITLE = "Local phase quantization descriptor for improving shape
retrieval/classification",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "2254-2260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112800"}

@article{bb116537,
        AUTHOR = "Nanni, L. and Lumini, A. and Brahnam, S.",
        TITLE = "Weighted Reward-Punishment Editing",
        JOURNAL = PRL,
        VOLUME = "75",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "48-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112801"}

@article{bb116538,
        AUTHOR = "Shang, C.J. and Shen, Q.A.",
        TITLE = "Rough Feature Selection For Neural Network Based Image Classification",
        JOURNAL = IJIG,
        VOLUME = "2",
        YEAR = "2002",
        NUMBER = "4",
        MONTH = "October",
        PAGES = "541-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112802"}

@article{bb116539,
        AUTHOR = "Shang, C.J. and Barnes, D.",
        TITLE = "Fuzzy-rough feature selection aided support vector machines for Mars
image classification",
        JOURNAL = CVIU,
        VOLUME = "117",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "202-213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112803"}

@inproceedings{bb116540,
        AUTHOR = "Shang, C.J. and Barnes, D.",
        TITLE = "Combining support vector machines and information gain ranking for
classification of Mars McMurdo panorama images",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "1061-1064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112804"}

@article{bb116541,
        AUTHOR = "Tao, D.P. and Jin, L.W. and Liu, W.F. and Li, X.L.",
        TITLE = "Hessian Regularized Support Vector Machines for
Mobile Image Annotation on the Cloud",
        JOURNAL = MultMed,
        VOLUME = "15",
        YEAR = "2013",
        NUMBER = "4",
        PAGES = "833-844",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112805"}

@article{bb116542,
        AUTHOR = "Sun, L. and Ge, H.W. and Yoshida, S. and Liang, Y. and Tan, G.",
        TITLE = "Support vector description of clusters for content-based image
annotation",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "3",
        PAGES = "1361-1374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112806"}

@article{bb116543,
        AUTHOR = "Negri, R.G. and Dutra, L.V. and Sant'Anna, S.J.S.",
        TITLE = "An innovative support vector machine based method for contextual
image classification",
        JOURNAL = PandRS,
        VOLUME = "87",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "241-248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112807"}

@article{bb116544,
        AUTHOR = "Irtaza, A. and Jaffar, M.A.",
        TITLE = "Categorical image retrieval through genetically optimized support
vector machines (GOSVM) and hybrid texture features",
        JOURNAL = SIViP,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "7",
        MONTH = "October",
        PAGES = "1503-1519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112808"}

@article{bb116545,
        AUTHOR = "Qi, Y. and Zhang, G.",
        TITLE = "Strategy of active learning support vector machine for image
retrieval",
        JOURNAL = IET-CV,
        VOLUME = "10",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "87-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112809"}

@article{bb116546,
        AUTHOR = "Koda, S. and Zeggada, A. and Melgani, F. and Nishii, R.",
        TITLE = "Spatial and Structured SVM for Multilabel Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5948-5960",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112810"}

@article{bb116547,
        AUTHOR = "Vapnik, V. and Izmailov, R.",
        TITLE = "Reinforced SVM method and memorization mechanisms",
        JOURNAL = PR,
        VOLUME = "119",
        YEAR = "2021",
        PAGES = "108018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112811"}

@inproceedings{bb116548,
        AUTHOR = "Yang, C. and Zhu, B. and An, F.",
        TITLE = "SVM-based method for perceptual image recognition",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
        PAGES = "264-267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112812"}

@inproceedings{bb116549,
        AUTHOR = "Kamkar, I. and Gupta, S. and Li, C. and Phung, D. and Venkatesh, S.",
        TITLE = "Stable clinical prediction using graph support vector machines",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3332-3337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112813"}

@inproceedings{bb116550,
        AUTHOR = "Wei, Z. and Hoai, M.",
        TITLE = "Region Ranking SVM for Image Classification",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2987-2996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112814"}

@inproceedings{bb116551,
        AUTHOR = "Li, J.M.",
        TITLE = "Active Learning for Hyperspectral Image Classification with a Stacked
Autoencoders Based Neural Network",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1062-1065",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112815"}

@inproceedings{bb116552,
        AUTHOR = "Sun, Z. and Wang, C. and Li, P. and Wang, H.Y. and Li, J.",
        TITLE = "Hyperspectral Image Classification with SVM-Based Domain Adaption
Classifiers",
        BOOKTITLE = CVRS12,
        YEAR = "2012",
        PAGES = "268-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112816"}

@inproceedings{bb116553,
        AUTHOR = "Chernousova, E. and Levdik, P. and Tatarchuk, A. and Mottl, V. and Windridge, D.",
        TITLE = "Non-enumerative Cross Validation for the Determination of Structural
Parameters in Feature-Selective SVMs",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3654-3659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112817"}

@inproceedings{bb116554,
        AUTHOR = "Mu, Y.D. and Hua, G. and Fan, W. and Chang, S.F.",
        TITLE = "Hash-SVM: Scalable Kernel Machines for Large-Scale Visual
Classification",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "979-986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112818"}

@inproceedings{bb116555,
        AUTHOR = "Prakash, J.S. and Vignesh, K.A. and Ashok, C. and Adithyan, R.",
        TITLE = "Multi class Support Vector Machines classifier for machine vision
application",
        BOOKTITLE = IMVIP12,
        YEAR = "2012",
        PAGES = "197-199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112819"}

@inproceedings{bb116556,
        AUTHOR = "Wang, X.M. and Chen, X.",
        TITLE = "Classification of ASTER image using SVM and local spatial statistics Gi",
        BOOKTITLE = CVRS12,
        YEAR = "2012",
        PAGES = "366-370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112820"}

@inproceedings{bb116557,
        AUTHOR = "Hu, S.W. and Kwon, H.S. and Rao, R.",
        TITLE = "Robust classification using support vector machine in low-dimensional
manifold space for automatic target recognition",
        BOOKTITLE = AIPR11,
        YEAR = "2011",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112821"}

@inproceedings{bb116558,
        AUTHOR = "Han, R.M. and Cheng, X.Q. and Zhang, J.Q.",
        TITLE = "Study on Key Technology of HJ-1 Satellite HSI Image Processing",
        BOOKTITLE = ISIDF11,
        YEAR = "2011",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112822"}

@inproceedings{bb116559,
        AUTHOR = "Wang, X. and Luo, Y.P. and Jiang, T. and Gong, H. and Luo, S. and Zhang, X.W.",
        TITLE = "A New Classification Method for LIDAR Data Based on Unbalanced Support
Vector Machine",
        BOOKTITLE = ISIDF11,
        YEAR = "2011",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112823"}

@inproceedings{bb116560,
        AUTHOR = "Le, T. and Tran, D. and Ma, W.L. and Sharma, D.",
        TITLE = "A new support vector machine method for medical image classification",
        BOOKTITLE = EUVIP10,
        YEAR = "2010",
        PAGES = "165-170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112824"}

@inproceedings{bb116561,
        AUTHOR = "Lin, Y.Q. and Lv, F.J. and Zhu, S.H. and Yang, M. and Cour, T. and Yu, K. and Cao, L.L. and Huang, T.",
        TITLE = "Large-scale image classification:
Fast feature extraction and SVM training",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "1689-1696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112825"}

@inproceedings{bb116562,
        AUTHOR = "Lei, Y.J. and Wong, W. and Liu, W. and Bennamoun, M.",
        TITLE = "An HMM-SVM-Based Automatic Image Annotation Approach",
        BOOKTITLE = ACCV10,
        YEAR = "2010",
        PAGES = "IV: 115-126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112826"}

@inproceedings{bb116563,
        AUTHOR = "Ramzi, P.",
        TITLE = "Classification of LiDAR data based on multi-class SVM",
        BOOKTITLE = CGC10,
        YEAR = "2010",
        PAGES = "185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112827"}

@inproceedings{bb116564,
        AUTHOR = "Bagarinao, E. and Kurita, T. and Higashikubo, M. and Inayoshi, H.",
        TITLE = "Adapting SVM Image Classifiers to Changes in Imaging Conditions Using
Incremental SVM: An Application to Car Detection",
        BOOKTITLE = ACCV09,
        YEAR = "2009",
        PAGES = "III: 363-372",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112828"}

@inproceedings{bb116565,
        AUTHOR = "Gao, Y. and Choudhary, A.",
        TITLE = "Active Learning Image Spam Hunter",
        BOOKTITLE = ISVC09,
        YEAR = "2009",
        PAGES = "II: 293-302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112829"}

@inproceedings{bb116566,
        AUTHOR = "Wang, Y.J. and Yuan, J.Z. and Fan, L.L. and Liu, Z.G.",
        TITLE = "Application Research of Support Vector Machine in Multi-Spectra Remote
Sensing Image Classification",
        BOOKTITLE = CISP09,
        YEAR = "2009",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112830"}

@inproceedings{bb116567,
        AUTHOR = "Deng, Z.J. and Li, B.C. and Zhuang, J.",
        TITLE = "Image Object Recognition by SVMs and Evidence Theory",
        BOOKTITLE = CIVR05,
        YEAR = "2005",
        PAGES = "560-567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112831"}

@inproceedings{bb116568,
        AUTHOR = "Li, Y.P. and Huttenlocher, D.P.",
        TITLE = "Learning for Optical Flow Using Stochastic Optimization",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "II: 379-391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112832"}

@inproceedings{bb116569,
        AUTHOR = "Li, Y.P. and Huttenlocher, D.P.",
        TITLE = "Learning for stereo vision using the structured support vector machine",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112833"}

@inproceedings{bb116570,
        AUTHOR = "Farrus, M. and Ejarque, P. and Temko, A. and Hernando, J.",
        TITLE = "Histogram Equalization in SVM Multimodal Person Verification",
        BOOKTITLE = ICB07,
        YEAR = "2007",
        PAGES = "819-827",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112834"}

@inproceedings{bb116571,
        AUTHOR = "Zhang, G.X. and Jin, W.D. and Hu, L.Z.",
        TITLE = "Radar emitter signal recognition based on support vector machines",
        BOOKTITLE = ICARCV04,
        YEAR = "2004",
        PAGES = "II: 826-831",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112835"}

@inproceedings{bb116572,
        AUTHOR = "Osuna, E. and Freund, R. and Girosi, F.",
        TITLE = "Training Support Vector Machines: An Application to Face Detection",
        BOOKTITLE = CVPR97,
        YEAR = "1997",
        PAGES = "130-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT112836"}

@article{bb116573,
        AUTHOR = "Barzilay, O. and Brailovsky, V.L.",
        TITLE = "On domain knowledge and feature selection using a support vector
machine",
        JOURNAL = PRL,
        VOLUME = "20",
        YEAR = "1999",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "475-484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112837"}

@article{bb116574,
        AUTHOR = "Wolf, L.B. and Shashua, A.",
        TITLE = "Learning over sets using kernel principal angles",
        JOURNAL = MachLearnRes,
        VOLUME = "4",
        YEAR = "2003",
        PAGES = "913-931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112838"}

@inproceedings{bb116575,
        AUTHOR = "Wolf, L.B. and Shashua, A.",
        TITLE = "Feature selection for unsupervised and supervised inference:
The emergence of sparsity in a weighted-based approach",
        BOOKTITLE = ICCV03,
        YEAR = "2003",
        PAGES = "378-384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112839"}

@inproceedings{bb116576,
        AUTHOR = "Wolf, L.B. and Shashua, A.",
        TITLE = "Kernel principal angles for classification machines with applications
to image sequence interpretation",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
        PAGES = "I: 635-640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112840"}

@inproceedings{bb116577,
        AUTHOR = "Wolf, L. and Shashua, A. and Mukherjee, S.",
        TITLE = "Gene Selection via a Spectral Approach",
        BOOKTITLE = "BioInfo05",
        YEAR = "2005",
        PAGES = "III: 140-140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112841"}

@inproceedings{bb116578,
        AUTHOR = "Shashua, A. and Wolf, L.B.",
        TITLE = "Kernel Feature Selection with Side Data Using a Spectral Approach",
        BOOKTITLE = ECCV04,
        YEAR = "2004",
        PAGES = "Vol III: 39-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112842"}

@article{bb116579,
        AUTHOR = "Shima, K. and Todoriki, M. and Suzuki, A.",
        TITLE = "SVM-based feature selection of latent semantic features",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1051-1057",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112843"}

@article{bb116580,
        AUTHOR = "Kumar, R. and Kulkarni, A. and Jayaraman, V.K. and Kulkarni, B.D.",
        TITLE = "Symbolization assisted SVM classifier for noisy data",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "4",
        MONTH = "March",
        PAGES = "495-504",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112844"}

@article{bb116581,
        AUTHOR = "Kumar, R. and Jayaraman, V.K. and Kulkarni, B.D.",
        TITLE = "An SVM classifier incorporating simultaneous noise reduction and
feature selection: Illustrative case examples",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "41-49",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112845"}

@article{bb116582,
        AUTHOR = "Haasdonk, B.",
        TITLE = "Feature Space Interpretation of SVMs with Indefinite Kernels",
        JOURNAL = PAMI,
        VOLUME = "27",
        YEAR = "2005",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "482-492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112846"}

@inproceedings{bb116583,
        AUTHOR = "Haasdonk, B. and Keysers, D.",
        TITLE = "Tangent distance kernels for support vector machines",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 864-868",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112847"}

@inproceedings{bb116584,
        AUTHOR = "Haasdonk, B. and Bahlmann, C.",
        TITLE = "Learning with Distance Substitution Kernels",
        BOOKTITLE = DAGM04,
        YEAR = "2004",
        PAGES = "220-227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112848"}

@article{bb116585,
        AUTHOR = "Wang, J.S. and Chiang, J.C.",
        TITLE = "A cluster validity measure with a hybrid parameter search method for
the support vector clustering algorithm",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "506-520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112849"}

@article{bb116586,
        AUTHOR = "Wang, J.S. and Chiang, J.C.",
        TITLE = "A Cluster Validity Measure With Outlier Detection for Support Vector
Clustering",
        JOURNAL = SMC-B,
        VOLUME = "38",
        YEAR = "2007",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "78-89",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112850"}

@article{bb116587,
        AUTHOR = "Wang, L.",
        TITLE = "Feature Selection with Kernel Class Separability",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1534-1546",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112851"}

@inproceedings{bb116588,
        AUTHOR = "Wang, L.",
        TITLE = "Feature Subset Selection for Multi-class SVM Based Image Classification",
        BOOKTITLE = ACCV07,
        YEAR = "2007",
        PAGES = "II: 145-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112852"}

@inproceedings{bb116589,
        AUTHOR = "Wang, L. and Chan, K.L. and Tan, Y.P.",
        TITLE = "Image retrieval with SVM active learning embedding Euclidean search",
        BOOKTITLE = ICIP03,
        YEAR = "2003",
        PAGES = "I: 725-728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112853"}

@inproceedings{bb116590,
        AUTHOR = "Wang, L. and Xue, P. and Chan, K.L.",
        TITLE = "Incorporating prior knowledge into SVM for image retrieval",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "II: 981-984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112854"}

@inproceedings{bb116591,
        AUTHOR = "Li, X.C. and Wang, L. and Sang, E.",
        TITLE = "Multi-label SVM active learning for image classification",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "IV: 2207-2210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112855"}

@inproceedings{bb116592,
        AUTHOR = "Wang, L. and Chan, K.L. and Zhang, Z.H.",
        TITLE = "Bootstrapping SVM active learning by incorporating unlabelled images
for image retrieval",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
        PAGES = "I: 629-634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112856"}

@article{bb116593,
        AUTHOR = "Bruzzone, L. and Persello, C.",
        TITLE = "A Novel Context-Sensitive Semisupervised SVM Classifier Robust to
Mislabeled Training Samples",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2142-2154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112857"}

@article{bb116594,
        AUTHOR = "Bruzzone, L. and Persello, C.",
        TITLE = "A Novel Approach to the Selection of Spatially Invariant Features for
the Classification of Hyperspectral Images With Improved Generalization
Capability",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3180-3191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112858"}

@article{bb116595,
        AUTHOR = "Sun, Y. and Gonzalez Castellano, C. and Robinson, M. and Adams, R. and Rust, A.G. and Davey, N.",
        TITLE = "Using pre and post-processing methods to improve binding site
predictions",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1949-1958",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112859"}

@article{bb116596,
        AUTHOR = "Ghannad Rezaie, M. and Soltanian Zadeh, H. and Ying, H. and Dong, M.",
        TITLE = "Selection-fusion approach for classification of datasets with missing
values",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2340-2350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112860"}

@article{bb116597,
        AUTHOR = "Waske, B. and van der Linden, S. and Benediktsson, J.A. and Rabe, A. and Hostert, P.",
        TITLE = "Sensitivity of Support Vector Machines to Random Feature Selection in
Classification of Hyperspectral Data",
        JOURNAL = GeoRS,
        VOLUME = "48",
        YEAR = "2010",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2880-2889",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112861"}

@article{bb116598,
        AUTHOR = "Nguyen, M.H. and de la Torre, F.",
        TITLE = "Optimal feature selection for support vector machines",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "584-591",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112862"}

@article{bb116599,
        AUTHOR = "Pal, M. and Foody, G.M.",
        TITLE = "Feature Selection for Classification of Hyperspectral Data by SVM",
        JOURNAL = GeoRS,
        VOLUME = "48",
        YEAR = "2010",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2297-2307",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT112863"}

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