@inproceedings{bb114500,
AUTHOR = "Wu, Y. and Yuan, Z.J. and Liu, Y.L. and Zheng, N.N.",
TITLE = "Discriminative structured outputs prediction model and its efficient
online learning algorithm",
BOOKTITLE = Emergent09,
YEAR = "2009",
PAGES = "2087-2094",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110808"}
@inproceedings{bb114501,
AUTHOR = "Wu, Y. and Zheng, N.N. and You, Q.B. and Du, S.Y.",
TITLE = "Object Recognition by Learning Informative, Biologically Inspired
Visual Features",
BOOKTITLE = ICIP07,
YEAR = "2007",
PAGES = "I: 181-184",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110809"}
@inproceedings{bb114502,
AUTHOR = "Xu, W.J. and Wu, J.K. and Huang, Z.Y.",
TITLE = "A maximum margin discriminative learning algorithm for temporal signals",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 460-463",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110810"}
@inproceedings{bb114503,
AUTHOR = "Forssen, P.E. and Moe, A.",
TITLE = "Autonomous Learning of Object Appearances using Colour Contour Frames",
BOOKTITLE = CRV06,
YEAR = "2006",
PAGES = "3-3",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110811"}
@inproceedings{bb114504,
AUTHOR = "Jojic, N. and Winn, J. and Zitnick, L.",
TITLE = "Escaping local minima through hierarchical model selection:
Automatic object discovery, segmentation, and tracking in video",
BOOKTITLE = CVPR06,
YEAR = "2006",
PAGES = "I: 117-124",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110812"}
@inproceedings{bb114505,
AUTHOR = "Cai, X.C. and Sowmya, A. and Trinder, J.",
TITLE = "Learning Parameter Tuning for Object Extraction",
BOOKTITLE = ACCV06,
YEAR = "2006",
PAGES = "I:868-877",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110813"}
@inproceedings{bb114506,
AUTHOR = "Hadsell, R. and Chopra, S. and Le Cun, Y.L.",
TITLE = "Dimensionality Reduction by Learning an Invariant Mapping",
BOOKTITLE = CVPR06,
YEAR = "2006",
PAGES = "II: 1735-1742",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110814"}
@inproceedings{bb114507,
AUTHOR = "Chopra, S. and Hadsell, R. and Le Cun, Y.L.",
TITLE = "Learning a Similarity Metric Discriminatively, with Application to Face
Verification",
BOOKTITLE = CVPR05,
YEAR = "2005",
PAGES = "I: 539-546",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110815"}
@inproceedings{bb114508,
AUTHOR = "Edelman, S. and Intrator, N. and Jacobson, J.S.",
TITLE = "Unsupervised Learning of Visual Structure",
BOOKTITLE = BMCV02,
YEAR = "2002",
PAGES = "629 ff.",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110816"}
@inproceedings{bb114509,
AUTHOR = "Loos, H.S. and von der Malsburg, C.",
TITLE = "1-Click Learning of Object Models for Recognition",
BOOKTITLE = BMCV02,
YEAR = "2002",
PAGES = "377 ff.",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110817"}
@inproceedings{bb114510,
AUTHOR = "Lomker, F. and Sagerer, G.",
TITLE = "A Multimodal System for Object Learning",
BOOKTITLE = DAGM02,
YEAR = "2002",
PAGES = "490 ff.",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110818"}
@inproceedings{bb114511,
AUTHOR = "Lashkia, G.V.",
TITLE = "Learning with relevant features and examples",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "II: 68-71",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110819"}
@inproceedings{bb114512,
AUTHOR = "Roobaert, D. and Zillich, M. and Eklundh, J.O.",
TITLE = "A Pure Learning Approach to Background-Invariant Object Recognition
Using Pedagogical Support Vector Learning",
BOOKTITLE = CVPR01,
YEAR = "2001",
PAGES = "II:351-357",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110820"}
@inproceedings{bb114513,
AUTHOR = "Caelli, T.M.",
TITLE = "Learning Image Feature Extraction:
Modeling, Tracking and Predicting Human Performance",
BOOKTITLE = ICPR00,
YEAR = "2000",
PAGES = "Vol II: 215-218",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110821"}
@inproceedings{bb114514,
AUTHOR = "Duta, N. and Jain, A.K. and Dubuisson Jolly, M.P.",
TITLE = "Learning-based Object Detection in Cardiac MR Images",
BOOKTITLE = ICCV99,
YEAR = "1999",
PAGES = "1210-1216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110822"}
@inproceedings{bb114515,
AUTHOR = "Duta, N. and Jain, A.K. and Dubuisson Jolly, M.P.",
TITLE = "Learning 2D Shape Models",
BOOKTITLE = CVPR99,
YEAR = "1999",
PAGES = "II: 8-14",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110823"}
@inproceedings{bb114516,
AUTHOR = "Kato, T. and Ninomiya, Y.",
TITLE = "An Approach to Vehicle Recognition Using Supervised Learning",
BOOKTITLE = MVA98,
YEAR = "1998",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110824"}
@inproceedings{bb114517,
AUTHOR = "Vetter, T. and Jones, M.J. and Poggio, T.",
TITLE = "A Bootstrapping Algorithm for Learning Linear Models of Object Classes",
BOOKTITLE = CVPR97,
YEAR = "1997",
PAGES = "40-46",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110825"}
@inproceedings{bb114518,
AUTHOR = "Poggio, T. and Jones, M.J. and Vetter, T.",
TITLE = "A Bootstrapping Algorithm for Learning Linear Models of Object Classes",
BOOKTITLE = DARPA97,
YEAR = "1997",
PAGES = "1373-1378",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110825"}
@inproceedings{bb114519,
AUTHOR = "Shu, D.B. and Li, C.C.",
TITLE = "Reordering of Surface Feature Vectors in Training for
3-D Object Recognition",
BOOKTITLE = ICPR86,
YEAR = "1986",
PAGES = "111-115",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110826"}
@inproceedings{bb114520,
AUTHOR = "Tomita, F.",
TITLE = "A Learning Vision System for 2D Object Recognition",
BOOKTITLE = IJCAI83,
YEAR = "1983",
PAGES = "1132-1135",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT110827"}
@article{bb114521,
AUTHOR = "Chen, Y.X. and Bi, J.B. and Wang, J.Z.",
TITLE = "MILES: Multiple-Instance Learning via Embedded Instance Selection",
JOURNAL = PAMI,
VOLUME = "28",
YEAR = "2006",
NUMBER = "12",
MONTH = "December",
PAGES = "1931-1947",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110828"}
@inproceedings{bb114522,
AUTHOR = "Bi, J.B. and Chen, Y.X. and Wang, J.Z.",
TITLE = "A Sparse Support Vector Machine Approach to Region-Based Image
Categorization",
BOOKTITLE = CVPR05,
YEAR = "2005",
PAGES = "I: 1121-1128",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110829"}
@article{bb114523,
AUTHOR = "McGovern, A. and Jensen, D.",
TITLE = "Optimistic pruning for multiple instance learning",
JOURNAL = PRL,
VOLUME = "29",
YEAR = "2008",
NUMBER = "9",
MONTH = "July",
PAGES = "1252-1260",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110830"}
@article{bb114524,
AUTHOR = "Tao, Q.P. and Scott, S.D. and Vinodchandran, N.V. and Osugi, T.T. and Mueller, B.",
TITLE = "Kernels for Generalized Multiple-Instance Learning",
JOURNAL = PAMI,
VOLUME = "30",
YEAR = "2008",
NUMBER = "12",
MONTH = "December",
PAGES = "2084-2098",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110831"}
@article{bb114525,
AUTHOR = "Fu, Z.Y. and Robles Kelly, A. and Zhou, J.",
TITLE = "MILIS: Multiple Instance Learning with Instance Selection",
JOURNAL = PAMI,
VOLUME = "33",
YEAR = "2011",
NUMBER = "1",
MONTH = "January",
PAGES = "958-977",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110832"}
@inproceedings{bb114526,
AUTHOR = "Fu, Z.Y. and Robles Kelly, A.",
TITLE = "An instance selection approach to Multiple instance Learning",
BOOKTITLE = CVPR09,
YEAR = "2009",
PAGES = "911-918",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110833"}
@inproceedings{bb114527,
AUTHOR = "Fu, Z.Y. and Robles Kelly, A.",
TITLE = "Fast multiple instance learning via L1,2 logistic regression",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110834"}
@inproceedings{bb114528,
AUTHOR = "Fu, Z.Y. and Robles Kelly, A.",
TITLE = "On Mixtures of Linear SVMs for Nonlinear Classification",
BOOKTITLE = SSPR08,
YEAR = "2008",
PAGES = "489-499",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110835"}
@article{bb114529,
AUTHOR = "Bergeron, C. and Moore, G. and Zaretzki, J. and Breneman, C.M. and Bennett, K.P.",
TITLE = "Fast Bundle Algorithm for Multiple-Instance Learning",
JOURNAL = PAMI,
VOLUME = "34",
YEAR = "2012",
NUMBER = "6",
MONTH = "June",
PAGES = "1068-1079",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110836"}
@article{bb114530,
AUTHOR = "Zhang, T.Z. and Liu, S. and Xu, C.S. and Lu, H.Q.",
TITLE = "M4L:
Maximum margin Multi-instance Multi-cluster Learning for scene modeling",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "10",
MONTH = "October",
PAGES = "2711-2723",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110837"}
@article{bb114531,
AUTHOR = "Zhang, B. and Wang, Y. and Chen, F.",
TITLE = "Multilabel Image Classification Via High-Order Label Correlation
Driven Active Learning",
JOURNAL = IP,
VOLUME = "23",
YEAR = "2014",
NUMBER = "3",
MONTH = "March",
PAGES = "1430-1441",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110838"}
@inproceedings{bb114532,
AUTHOR = "Zhang, B. and Wang, Y. and Wang, W.",
TITLE = "Batch mode active learning for multi-label image classification with
informative label correlation mining",
BOOKTITLE = WACV12,
YEAR = "2012",
PAGES = "401-407",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110839"}
@inproceedings{bb114533,
AUTHOR = "Zhang, B. and Wang, Y. and Wang, W.",
TITLE = "Multiple-Instance learning from multiple perspectives:
Combining models for Multiple-Instance learning",
BOOKTITLE = WACV12,
YEAR = "2012",
PAGES = "481-487",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110840"}
@inproceedings{bb114534,
AUTHOR = "Herman, G. and Ye, G.T. and Wang, Y. and Xu, J. and Zhang, B.",
TITLE = "Multi-instance learning with relational information of instances",
BOOKTITLE = WACV09,
YEAR = "2009",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110841"}
@article{bb114535,
AUTHOR = "Hong, R.C. and Wang, M. and Gao, Y. and Tao, D.C. and Li, X.L. and Wu, X.D.",
TITLE = "Image Annotation by Multiple-Instance Learning With Discriminative
Feature Mapping and Selection",
JOURNAL = Cyber,
VOLUME = "44",
YEAR = "2014",
NUMBER = "5",
MONTH = "May",
PAGES = "669-680",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110842"}
@article{bb114536,
AUTHOR = "Li, T. and Wang, Y. and Hong, R.C. and Wang, M. and Wu, X.D.",
TITLE = "pDisVPL: Probabilistic Discriminative Visual Part Learning for Image
Classification",
JOURNAL = MultMedMag,
VOLUME = "25",
YEAR = "2018",
NUMBER = "4",
MONTH = "October",
PAGES = "34-45",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110843"}
@article{bb114537,
AUTHOR = "Chai, J. and Ding, X.H. and Chen, H.T. and Li, T.Y.",
TITLE = "Multiple-instance discriminant analysis",
JOURNAL = PR,
VOLUME = "47",
YEAR = "2014",
NUMBER = "7",
PAGES = "2517-2531",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110844"}
@article{bb114538,
AUTHOR = "Li, Z. and Geng, G.H. and Feng, J. and Peng, J.Y. and Wen, C. and Liang, J.L.",
TITLE = "Multiple instance learning based on positive instance selection and
bag structure construction",
JOURNAL = PRL,
VOLUME = "40",
YEAR = "2014",
NUMBER = "1",
PAGES = "19-26",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110845"}
@article{bb114539,
AUTHOR = "Cheplygina, V. and Tax, D.M.J. and Loog, M.",
TITLE = "Multiple instance learning with bag dissimilarities",
JOURNAL = PR,
VOLUME = "48",
YEAR = "2015",
NUMBER = "1",
PAGES = "264-275",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110846"}
@article{bb114540,
AUTHOR = "Cheplygina, V. and Tax, D.M.J. and Loog, M.",
TITLE = "On classification with bags, groups and sets",
JOURNAL = PRL,
VOLUME = "59",
YEAR = "2015",
NUMBER = "1",
PAGES = "11-17",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110847"}
@article{bb114541,
AUTHOR = "Alpaydin, E. and Cheplygina, V. and Loog, M. and Tax, D.M.J.",
TITLE = "Single- vs. multiple-instance classification",
JOURNAL = PR,
VOLUME = "48",
YEAR = "2015",
NUMBER = "9",
PAGES = "2831-2838",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110848"}
@article{bb114542,
AUTHOR = "Carbonneau, M.A. and Granger, E. and Raymond, A.J. and Gagnon, G.",
TITLE = "Robust multiple-instance learning ensembles using random subspace
instance selection",
JOURNAL = PR,
VOLUME = "58",
YEAR = "2016",
NUMBER = "1",
PAGES = "83-99",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110849"}
@inproceedings{bb114543,
AUTHOR = "Carbonneau, M.A. and Granger, E. and Gagnon, G.",
TITLE = "Witness identification in multiple instance learning using random
subspaces",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3639-3644",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110850"}
@inproceedings{bb114544,
AUTHOR = "Carbonneau, M.A. and Granger, E. and Gagnon, G.",
TITLE = "Score thresholding for accurate instance classification in multiple
instance learning",
BOOKTITLE = IPTA16,
YEAR = "2016",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110851"}
@article{bb114545,
AUTHOR = "Ding, X. and Li, B. and Xiong, W. and Guo, W. and Hu, W. and Wang, B.",
TITLE = "Multi-Instance Multi-Label Learning Combining Hierarchical Context
and its Application to Image Annotation",
JOURNAL = MultMed,
VOLUME = "18",
YEAR = "2016",
NUMBER = "8",
MONTH = "August",
PAGES = "1616-1627",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110852"}
@article{bb114546,
AUTHOR = "Qiao, M.Y. and Liu, L. and Yu, J. and Xu, C. and Tao, D.C.",
TITLE = "Diversified dictionaries for multi-instance learning",
JOURNAL = PR,
VOLUME = "64",
YEAR = "2017",
NUMBER = "1",
PAGES = "407-416",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110853"}
@article{bb114547,
AUTHOR = "Xiao, Y.S. and Liu, B. and Hao, Z.F.",
TITLE = "A Sphere-Description-Based Approach for Multiple-Instance Learning",
JOURNAL = PAMI,
VOLUME = "39",
YEAR = "2017",
NUMBER = "2",
MONTH = "February",
PAGES = "242-257",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110854"}
@article{bb114548,
AUTHOR = "Wang, J.J.Y. and Tsang, I.W.H. and Cui, X.F. and Lu, Z.W. and Gao, X.",
TITLE = "Multi-instance dictionary learning via multivariate performance
measure optimization",
JOURNAL = PR,
VOLUME = "66",
YEAR = "2017",
NUMBER = "1",
PAGES = "448-459",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110855"}
@article{bb114549,
AUTHOR = "Tang, P. and Wang, X.G. and Feng, B. and Liu, W.Y.",
TITLE = "Learning Multi-Instance Deep Discriminative Patterns for Image
Classification",
JOURNAL = IP,
VOLUME = "26",
YEAR = "2017",
NUMBER = "7",
MONTH = "July",
PAGES = "3385-3396",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110856"}
@inproceedings{bb114550,
AUTHOR = "Tang, P. and Wang, X.G. and Bai, X. and Liu, W.Y.",
TITLE = "Multiple Instance Detection Network with Online Instance Classifier
Refinement",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "3059-3067",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110857"}
@article{bb114551,
AUTHOR = "Wu, J.X. and Bai, X. and Loog, M. and Roli, F. and Zhou, Z.H.",
TITLE = "Editorial of the Special Issue on Multi-instance Learning in Pattern
Recognition and Vision",
JOURNAL = PR,
VOLUME = "71",
YEAR = "2017",
NUMBER = "1",
PAGES = "444-445",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110858"}
@article{bb114552,
AUTHOR = "Xu, D.K. and Wu, J. and Li, D. and Tian, Y.J. and Zhu, X.Q. and Wu, X.D.",
TITLE = "SALE: Self-adaptive LSH encoding for multi-instance learning",
JOURNAL = PR,
VOLUME = "71",
YEAR = "2017",
NUMBER = "1",
PAGES = "460-482",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110859"}
@article{bb114553,
AUTHOR = "Verma, M. and Shukla, K.K.",
TITLE = "A new accelerated proximal gradient technique for regularized
multitask learning framework",
JOURNAL = PRL,
VOLUME = "95",
YEAR = "2017",
NUMBER = "1",
PAGES = "98-103",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110860"}
@article{bb114554,
AUTHOR = "Liu, X. and Jiao, L.C. and Zhao, J.Q. and Zhao, J. and Zhang, D. and Liu, F. and Yang, S.Y. and Tang, X.",
TITLE = "Deep Multiple Instance Learning-Based Spatial-Spectral
Classification for PAN and MS Imagery",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "1",
MONTH = "January",
PAGES = "461-473",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110861"}
@article{bb114555,
AUTHOR = "Carbonneau, M.A. and Cheplygina, V. and Granger, E. and Gagnon, G.",
TITLE = "Multiple instance learning: A survey of problem characteristics and
applications",
JOURNAL = PR,
VOLUME = "77",
YEAR = "2018",
PAGES = "329-353",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110862"}
@article{bb114556,
AUTHOR = "Song, L. and Liu, J. and Qian, B. and Sun, M. and Yang, K. and Sun, M. and Abbas, S.",
TITLE = "A Deep Multi-Modal CNN for Multi-Instance Multi-Label Image
Classification",
JOURNAL = IP,
VOLUME = "27",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "6025-6038",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110863"}
@article{bb114557,
AUTHOR = "Asif, A. and Minhas, F.U.A.",
TITLE = "An embarrassingly simple approach to neural multiple instance
classification",
JOURNAL = PRL,
VOLUME = "128",
YEAR = "2019",
PAGES = "474-479",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110864"}
@article{bb114558,
AUTHOR = "Li, Z. and Xu, K. and Xie, J. and Bi, Q. and Qin, K.",
TITLE = "Deep Multiple Instance Convolutional Neural Networks for Learning
Robust Scene Representations",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "5",
MONTH = "May",
PAGES = "3685-3702",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110865"}
@article{bb114559,
AUTHOR = "Bhattacharjee, K. and Pant, M. and Zhang, Y.D. and Satapathy, S.C.",
TITLE = "Multiple Instance Learning with Genetic Pooling for medical data
analysis",
JOURNAL = PRL,
VOLUME = "133",
YEAR = "2020",
PAGES = "247-255",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110866"}
@inproceedings{bb114560,
AUTHOR = "Yuan, L. and Wen, X. and Xu, H. and Zhao, L.",
TITLE = "Multiple- Instance Learning with Empirical Estimation Guided Instance
Selection",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "770-775",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110867"}
@inproceedings{bb114561,
AUTHOR = "Kandemir, M. and Haussmann, M. and Diego, F. and Rajamani, K. and van der Laak, J. and Hamprecht, F.",
TITLE = "Variational Weakly Supervised Gaussian Processes",
BOOKTITLE = BMVC16,
YEAR = "2016",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110868"}
@inproceedings{bb114562,
AUTHOR = "Dong, M. and Pang, K. and Wu, Y. and Xue, J.H. and Hospedales, T.M. and Ogasawara, T.",
TITLE = "Transferring CNNS to multi-instance multi-label classification on
small datasets",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "1332-1336",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110869"}
@inproceedings{bb114563,
AUTHOR = "Haußmann, M. and Hamprecht, F.A. and Kandemir, M.",
TITLE = "Variational Bayesian Multiple Instance Learning with Gaussian
Processes",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "810-819",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110870"}
@inproceedings{bb114564,
AUTHOR = "Karem, A. and Frigui, H.",
TITLE = "Multiple Instance Learning with multiple positive and negative target
concepts",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "474-479",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110871"}
@inproceedings{bb114565,
AUTHOR = "Venkatesan, R. and Chandakkar, P.S. and Li, B.",
TITLE = "Simpler Non-Parametric Methods Provide as Good or Better Results to
Multiple-Instance Learning",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "2605-2613",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110872"}
@inproceedings{bb114566,
AUTHOR = "Wang, X. and Zhu, Z. and Yao, C. and Bai, X.",
TITLE = "Relaxed Multiple-Instance SVM with Application to Object Discovery",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "1224-1232",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110873"}
@inproceedings{bb114567,
AUTHOR = "Sikka, K. and Giri, R. and Bartlett, M.",
TITLE = "Joint Clustering and Classification for Multiple Instance Learning",
BOOKTITLE = BMVC15,
YEAR = "2015",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110874"}
@inproceedings{bb114568,
AUTHOR = "Yuan, L.M. and Zhao, L. and Xu, H.X.",
TITLE = "Multi-instance learning via instance-based and bag-based
representation transformations",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "2771-2775",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110875"}
@inproceedings{bb114569,
AUTHOR = "Rastegari, M. and Hajishirzi, H. and Farhadi, A.",
TITLE = "Discriminative and consistent similarities in instance-level Multiple
Instance Learning",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "740-748",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110876"}
@inproceedings{bb114570,
AUTHOR = "Hajimirsadeghi, H. and Yan, W. and Vahdat, A. and Mori, G.",
TITLE = "Visual recognition by counting instances:
A multi-instance cardinality potential kernel",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "2596-2605",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110877"}
@inproceedings{bb114571,
AUTHOR = "Hoffman, J. and Pathak, D. and Darrell, T.J. and Saenko, K.",
TITLE = "Detector discovery in the wild:
Joint multiple instance and representation learning",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "2883-2891",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110878"}
@inproceedings{bb114572,
AUTHOR = "Wu, J.J. and Yu, Y. and Huang, C. and Yu, K.",
TITLE = "Deep multiple instance learning for image classification and
auto-annotation",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "3460-3469",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110879"}
@inproceedings{bb114573,
AUTHOR = "Li, W.X. and Vasconcelos, N.M.",
TITLE = "Multiple instance learning for soft bags via top instances",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "4277-4285",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110880"}
@inproceedings{bb114574,
AUTHOR = "Yoon, J. and Choi, J.H. and Yoo, C.D.",
TITLE = "A hierarchical-structured dictionary learning for image
classification",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "155-159",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110881"}
@inproceedings{bb114575,
AUTHOR = "Shrivastava, A. and Pillai, J.K. and Patel, V.M. and Chellappa, R.",
TITLE = "Dictionary-based multiple instance learning",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "160-164",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110882"}
@inproceedings{bb114576,
AUTHOR = "Fukui, T. and Wada, T.",
TITLE = "Commonality Preserving Multiple Instance Clustering Based on Diverse
Density",
BOOKTITLE = FSLCV14,
YEAR = "2014",
PAGES = "III: 322-335",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110883"}
@inproceedings{bb114577,
AUTHOR = "Fukui, T. and Wada, T.",
TITLE = "Commonality Preserving Image-Set Clustering Based on Diverse Density",
BOOKTITLE = ISVC14,
YEAR = "2014",
PAGES = "I: 258-269",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110884"}
@inproceedings{bb114578,
AUTHOR = "Ali, K. and Saenko, K.",
TITLE = "Confidence-Rated Multiple Instance Boosting for Object Detection",
BOOKTITLE = CVPR14,
YEAR = "2014",
PAGES = "2433-2440",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110885"}
@inproceedings{bb114579,
AUTHOR = "Wang, Y.Y. and Zhang, C. and Wang, Z.H.",
TITLE = "Rate distortion Multiple Instance Learning for image classification",
BOOKTITLE = ICIP13,
YEAR = "2013",
PAGES = "3235-3238",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110886"}
@inproceedings{bb114580,
AUTHOR = "Zhao, H.F. and Cheng, J. and Jiang, J. and Tao, D.C.",
TITLE = "Multiple instance learning via distance metric optimization",
BOOKTITLE = ICIP13,
YEAR = "2013",
PAGES = "2617-2621",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110887"}
@inproceedings{bb114581,
AUTHOR = "Cheplygina, V. and Tax, D.M.J. and Loog, M.",
TITLE = "Class-Dependent Dissimilarity Measures for Multiple Instance Learning",
BOOKTITLE = SSSPR12,
YEAR = "2012",
PAGES = "602-610",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110888"}
@inproceedings{bb114582,
AUTHOR = "Antic, B. and Ommer, B.",
TITLE = "Robust Multiple-Instance Learning with Superbags",
BOOKTITLE = ACCV12,
YEAR = "2012",
PAGES = "II:242-255",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110889"}
@inproceedings{bb114583,
AUTHOR = "Brossi, S.D. and Bradley, A.P.",
TITLE = "A Comparison of Multiple Instance and Group Based Learning",
BOOKTITLE = DICTA12,
YEAR = "2012",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110890"}
@inproceedings{bb114584,
AUTHOR = "Ngo, T.D. and Le, D.D. and Satoh, S.",
TITLE = "Improving Image Categorization by Using Multiple Instance Learning with
Spatial Relation",
BOOKTITLE = CIAP11,
YEAR = "2011",
PAGES = "I: 108-117",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110891"}
@inproceedings{bb114585,
AUTHOR = "Kang, F. and Naphade, M.R.",
TITLE = "A Generalized Multiple Instance Learning Algorithm for Iterative
Distillation and Cross-Granular Propagation of Video Annotations",
BOOKTITLE = ICIP07,
YEAR = "2007",
PAGES = "II: 205-208",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110892"}
@inproceedings{bb114586,
AUTHOR = "Kang, F. and Naphade, M.R.",
TITLE = "A Generalized Multiple Instance Learning Algorithm with Multiple
Selection Strategies for Cross Granular Learning",
BOOKTITLE = ICIP06,
YEAR = "2006",
PAGES = "3213-3216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110893"}
@inproceedings{bb114587,
AUTHOR = "Du, R. and Wang, S. and Wu, Q.A. and He, X.J.",
TITLE = "Learn Concepts in Multiple-Instance Learning with Diverse Density
Framework Using Supervised Mean Shift",
BOOKTITLE = DICTA10,
YEAR = "2010",
PAGES = "643-648",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110894"}
@inproceedings{bb114588,
AUTHOR = "Wu, D. and Boyer, K.L.",
TITLE = "Resilient Subclass Discriminant Analysis",
BOOKTITLE = ICCV09,
YEAR = "2009",
PAGES = "389-396",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110895"}
@inproceedings{bb114589,
AUTHOR = "Wu, D. and Bi, J. and Boyer, K.L.",
TITLE = "A min-max framework of cascaded classifier with multiple instance
learning for computer aided diagnosis",
BOOKTITLE = CVPR09,
YEAR = "2009",
PAGES = "1359-1366",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110896"}
@inproceedings{bb114590,
AUTHOR = "Pao, H.T. and Xu, Y.Y. and Chuang, S.C. and Fu, H.C.",
TITLE = "Image Classification and Indexing by EM Based Multiple-Instance
Learning",
BOOKTITLE = Visual07,
YEAR = "2007",
PAGES = "146-153",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110897"}
@inproceedings{bb114591,
AUTHOR = "Maron, O. and Ratan, A.L.",
TITLE = "Multiple-Instance Learning for Natural Scene Classification",
BOOKTITLE = DARPA98,
YEAR = "1998",
PAGES = "1031-1036",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT110898"}
@article{bb114592,
AUTHOR = "Weng, J.Y. and Ahuja, N. and Huang, T.S.",
TITLE = "Learning Recognition and Segmentation Using the Cresceptron",
JOURNAL = IJCV,
VOLUME = "25",
YEAR = "1997",
NUMBER = "2",
MONTH = "November",
PAGES = "109-143",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT110899"}
@inproceedings{bb114593,
AUTHOR = "Weng, J.Y. and Ahuja, N. and Huang, T.S.",
TITLE = "Learning Recognition and Segmentation of 3-D Objects from 2-D Images",
BOOKTITLE = ICCV93,
YEAR = "1993",
PAGES = "121-128",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT110900"}
@article{bb114594,
AUTHOR = "Mirhosseini, A.R. and Yan, H.",
TITLE = "Learning Object Models from Graph Templates",
JOURNAL = JEI,
VOLUME = "6",
YEAR = "1997",
NUMBER = "3",
MONTH = "July",
PAGES = "294-302",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT110901"}
@article{bb114595,
AUTHOR = "Wu, P.S.Y. and Xiong, Y.G.",
TITLE = "A Learning Mechanism for Parts Recognition in an
Intelligent Assembly System",
JOURNAL = IJAMT,
VOLUME = "13",
YEAR = "1997",
NUMBER = "6",
PAGES = "413-418",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT110902"}
@article{bb114596,
AUTHOR = "Caelli, T.M. and West, G.A.W. and Robey, M. and Osman, E.",
TITLE = "A relational learning method for pattern and object recognition",
JOURNAL = IVC,
VOLUME = "17",
YEAR = "1999",
NUMBER = "5/6",
MONTH = "April",
PAGES = "391-401",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT110903"}
@article{bb114597,
AUTHOR = "Yeasin, M. and Chaudhuri, S.",
TITLE = "Toward Automatic Robot Programming:
Learning Human Skill from Visual Data",
JOURNAL = SMC-B,
VOLUME = "30",
YEAR = "2000",
NUMBER = "1",
MONTH = "February",
PAGES = "180-184",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT110904"}
@inproceedings{bb114598,
AUTHOR = "Yeasin, M. and Chaudhuri, S.",
TITLE = "Automatic Generation of Robot Program Code:
Learning from Perceptual Data",
BOOKTITLE = ICCV98,
YEAR = "1998",
PAGES = "889-894",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT110905"}
@article{bb114599,
AUTHOR = "Tamminen, T. and Lampinen, J.",
TITLE = "Sequential Monte Carlo for Bayesian Matching of Objects with Occlusions",
JOURNAL = PAMI,
VOLUME = "28",
YEAR = "2006",
NUMBER = "6",
MONTH = "June",
PAGES = "930-941",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT110906"}
Last update:Jan 24, 2021 at 20:22:03