@inproceedings{bb140200,
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#TT136202"}
@inproceedings{bb140201,
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#TT136203"}
@inproceedings{bb140202,
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#TT136204"}
@inproceedings{bb140203,
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#TT136205"}
@inproceedings{bb140204,
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#TT136206"}
@inproceedings{bb140205,
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#TT136207"}
@inproceedings{bb140206,
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#TT136208"}
@inproceedings{bb140207,
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#TT136209"}
@inproceedings{bb140208,
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#TT136210"}
@inproceedings{bb140209,
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#TT136211"}
@inproceedings{bb140210,
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#TT136212"}
@inproceedings{bb140211,
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#TT136213"}
@inproceedings{bb140212,
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#TT136214"}
@inproceedings{bb140213,
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#TT136215"}
@inproceedings{bb140214,
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#TT136216"}
@inproceedings{bb140215,
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#TT136217"}
@inproceedings{bb140216,
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#TT136218"}
@inproceedings{bb140217,
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#TT136219"}
@inproceedings{bb140218,
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#TT136220"}
@inproceedings{bb140219,
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#TT136221"}
@inproceedings{bb140220,
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#TT136222"}
@inproceedings{bb140221,
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#TT136223"}
@inproceedings{bb140222,
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#TT136224"}
@inproceedings{bb140223,
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#TT136225"}
@inproceedings{bb140224,
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#TT136226"}
@inproceedings{bb140225,
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#TT136227"}
@inproceedings{bb140226,
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#TT136228"}
@inproceedings{bb140227,
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#TT136229"}
@inproceedings{bb140228,
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#TT136230"}
@inproceedings{bb140229,
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#TT136231"}
@article{bb140230,
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#TT136232"}
@inproceedings{bb140231,
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#TT136233"}
@article{bb140232,
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#TT136234"}
@article{bb140233,
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#TT136235"}
@article{bb140234,
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#TT136236"}
@article{bb140235,
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#TT136237"}
@inproceedings{bb140236,
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#TT136238"}
@article{bb140237,
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#TT136239"}
@inproceedings{bb140238,
AUTHOR = "Tamminen, T. and Lampinen, J.",
TITLE = "A Bayesian Occlusion Model for Sequential Object Matching",
BOOKTITLE = BMVC04,
YEAR = "2004",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT136240"}
@inproceedings{bb140239,
AUTHOR = "Tamminen, T. and Lampinen, J.",
TITLE = "Learning an Object Model for Feature Matching in Clutter",
BOOKTITLE = SCIA03,
YEAR = "2003",
PAGES = "193-199",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT136241"}
@article{bb140240,
AUTHOR = "Kim, S. and Yoon, K.J. and Kweon, I.S.",
TITLE = "Object Recognition Using a Generalized Robust Invariant Feature and
Gestalt's Law of Proximity and Similarity",
JOURNAL = PR,
VOLUME = "41",
YEAR = "2008",
NUMBER = "2",
MONTH = "February",
PAGES = "726-741",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT136242"}
@inproceedings{bb140241,
AUTHOR = "Kim, S. and Yoon, K.J. and Kweon, I.S.",
TITLE = "Object Recognition Using a Generalized Robust Invariant Feature and
Gestalt's Law of Proximity and Similarity",
BOOKTITLE = PercOrg06,
YEAR = "2006",
PAGES = "193",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT136242"}
@inproceedings{bb140242,
AUTHOR = "Kim, S. and Kweon, I.S.",
TITLE = "Biologically Motivated Perceptual Feature:
Generalized Robust Invariant Feature",
BOOKTITLE = ACCV06,
YEAR = "2006",
PAGES = "II:305-314",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT136243"}
@article{bb140243,
AUTHOR = "Kim, S. and Kweon, I.S.",
TITLE = "Scalable representation for 3D object recognition using feature sharing
and view clustering",
JOURNAL = PR,
VOLUME = "41",
YEAR = "2008",
NUMBER = "2",
MONTH = "February",
PAGES = "754-773",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT136244"}
@inproceedings{bb140244,
AUTHOR = "Kim, S. and Kweon, I.S.",
TITLE = "Scalable Representation and Learning for 3D Object Recognition Using
Shared Feature-Based View Clustering",
BOOKTITLE = ACCV06,
YEAR = "2006",
PAGES = "II:561-570",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT136245"}
@inproceedings{bb140245,
AUTHOR = "Polak, S. and Shashua, A.",
TITLE = "Latent Model Clustering and Applications to Visual Recognition",
BOOKTITLE = ICCV07,
YEAR = "2007",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT136246"}
@inproceedings{bb140246,
AUTHOR = "Fidler, S. and Berginc, G. and Leonardis, A.",
TITLE = "Hierarchical Statistical Learning of Generic Parts of Object Structure",
BOOKTITLE = CVPR06,
YEAR = "2006",
PAGES = "I: 182-189",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT136247"}
@inproceedings{bb140247,
AUTHOR = "Spence, C. and Pearson, J.D. and Sajda, P.",
TITLE = "Learning Hierarchical Representations of Objects",
BOOKTITLE = ARPA96,
YEAR = "1996",
PAGES = "1415-1428",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT136248"}
@inproceedings{bb140248,
AUTHOR = "Duric, Z. and Rivlin, E. and Rosenfeld, A.",
TITLE = "Learning an Object's Function by Observing the Object in Action",
BOOKTITLE = ARPA96,
YEAR = "1996",
PAGES = "1437-1446",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT136249"}
@inproceedings{bb140249,
AUTHOR = "Maloof, M.A. and Langley, P. and Sage, S. and Binford, T.O.",
TITLE = "Learning to Detect Rooftops in Aerial Images",
BOOKTITLE = DARPA97,
YEAR = "1997",
PAGES = "835-846",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT136250"}
@inproceedings{bb140250,
AUTHOR = "Binford, T.O. and Levitt, T.S. and Langley, P.",
TITLE = "Learning Object Models From Visual Observation and
Background Knowledge",
BOOKTITLE = ARPA94,
YEAR = "1994",
PAGES = "I:765-772",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT136251"}
@inproceedings{bb140251,
AUTHOR = "Provan, G.M. and Langley, P. and Binford, T.O.",
TITLE = "Probabilistic Learning of Three-Dimensional Object Models",
BOOKTITLE = ARPA96,
YEAR = "1996",
PAGES = "1403-1414",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT136252"}
@inproceedings{bb140252,
AUTHOR = "Payne, J. and Day, M.",
TITLE = "A Projection Filter for Use with Parameterised Learning Models",
BOOKTITLE = ICPR98,
YEAR = "1998",
PAGES = "Vol I: 867-869",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT136253"}
@inproceedings{bb140253,
AUTHOR = "Zhu, S.C. and Mumford, D.",
TITLE = "Learning Generic Prior Models for Visual Computation",
BOOKTITLE = CVPR97,
YEAR = "1997",
PAGES = "463-469",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT136254"}
@article{bb140254,
AUTHOR = "Girard, A.L.",
TITLE = "Parameter estimation and learning/classification threshold optimization
applied to maxentropic adaptive pattern recognition",
JOURNAL = PR,
VOLUME = "3",
YEAR = "1971",
NUMBER = "3",
MONTH = "October",
PAGES = "235-241",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136255"}
@article{bb140255,
AUTHOR = "Lakshminarasimhan, A.L. and Dasarathy, B.V.",
TITLE = "Multi-State Choice Automata Model for
Expedient Learning in Random Environment",
JOURNAL = IS,
VOLUME = "9",
YEAR = "1975",
MONTH = "October",
PAGES = "91-98",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136256"}
@article{bb140256,
AUTHOR = "Dasarathy, B.V. and Lakshminarasimhan, A.L.",
TITLE = "Sequential Learning Employing Unfamiliar Teacher Hypotheses (SLEUTH) with
Concurrent Estimation of Both the Parameters and Teacher Characteristics",
JOURNAL = CIS,
VOLUME = "5",
YEAR = "1976",
NUMBER = "1",
MONTH = "March",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136257"}
@article{bb140257,
AUTHOR = "Dasarathy, B.V.",
TITLE = "DHARMA: Discriminant Hyperplane Abstracting Residuals Minimization
Algorithm for Separating Clusters with Fuzzy Boundaries",
JOURNAL = PIEEE,
VOLUME = "64",
YEAR = "1976",
NUMBER = "5",
MONTH = "May",
PAGES = "823-824",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136258"}
@article{bb140258,
AUTHOR = "Dasarathy, B.V.",
TITLE = "SMART: Similarity Measure Anchored Ranking
Technique for the Analysis of Multidimensional Data Arrays",
JOURNAL = SMC,
VOLUME = "6",
YEAR = "1976",
MONTH = "October",
PAGES = "708-711",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136259"}
@inproceedings{bb140259,
AUTHOR = "Dasarathy, B.V.",
TITLE = "HINDU: Histogram Inspired Neighborhood
Discerning Unsupervised Pattern Recognition System",
BOOKTITLE = MPRSD76,
YEAR = "1976",
PAGES = "xx",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136260"}
@inproceedings{bb140260,
AUTHOR = "Dasarathy, B.V.",
TITLE = "An Incisive Neighborhood Discerning Iteratively
Aggregating Nomenclator (INDIAN) System for Pattern Recognition in
Unsupervised Environments",
BOOKTITLE = MPRSD75,
YEAR = "1975",
PAGES = "xx",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136261"}
@article{bb140261,
AUTHOR = "Gaillat, G.",
TITLE = "A simple learning decision algorithm for character recognition and
pattern classification",
JOURNAL = PR,
VOLUME = "10",
YEAR = "1978",
NUMBER = "2",
PAGES = "99-104",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136262"}
@article{bb140262,
AUTHOR = "Pau, L.F.",
TITLE = "Game Theoretical Pattern Recognition: Applications to Imprefect
Noncooperative Learning and to Multiclass Classification",
JOURNAL = PAMI,
VOLUME = "6",
YEAR = "1984",
NUMBER = "1",
MONTH = "January",
PAGES = "118-123",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136263"}
@article{bb140263,
AUTHOR = "Pudil, P. and Novovicova, J. and Kittler, J.V.",
TITLE = "Simultaneous Learning of Decision Rules and Important
Attributes for Classification Problems in Image-Analysis",
JOURNAL = IVC,
VOLUME = "12",
YEAR = "1994",
NUMBER = "3",
MONTH = "April",
PAGES = "193-198",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136264"}
@inproceedings{bb140264,
AUTHOR = "Pudil, P. and Novovicova, J. and Kittler, J.V.",
TITLE = "Automatic Machine Learning of Decision Rules for
Classification Problems in Image Analysis",
BOOKTITLE = BMVC93,
YEAR = "1993",
PAGES = "15-24",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136265"}
@article{bb140265,
AUTHOR = "Pelillo, M. and Refice, M.",
TITLE = "Learning Compatibility Coefficients for Relaxation Labeling Processes",
JOURNAL = PAMI,
VOLUME = "16",
YEAR = "1994",
NUMBER = "9",
MONTH = "September",
PAGES = "933-945",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136266"}
@article{bb140266,
AUTHOR = "Uchiyama, T. and Arbib, M.A.",
TITLE = "An algorithm for competitive learning in clustering problems",
JOURNAL = PR,
VOLUME = "27",
YEAR = "1994",
NUMBER = "10",
MONTH = "October",
PAGES = "1415-1421",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136267"}
@article{bb140267,
AUTHOR = "Chien, S. and Gratch, J. and Burl, M.",
TITLE = "On the Efficient Allocation of Resources for Hypothesis Evaluation:
A Statistical Approach",
JOURNAL = PAMI,
VOLUME = "17",
YEAR = "1995",
NUMBER = "7",
MONTH = "July",
PAGES = "652-665",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136268"}
@article{bb140268,
AUTHOR = "Grewe, L. and Kak, A.C.",
TITLE = "Interactive Learning of a Multiple-Attribute Hash Table Classifier
for Fast Object Recognition",
JOURNAL = CVIU,
VOLUME = "61",
YEAR = "1995",
NUMBER = "3",
MONTH = "May",
PAGES = "387-416",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136269"}
@article{bb140269,
AUTHOR = "Yang, P.F. and Maragos, P.",
TITLE = "Min-max classifiers: Learnability, design and application",
JOURNAL = PR,
VOLUME = "28",
YEAR = "1995",
NUMBER = "6",
MONTH = "June",
PAGES = "879-899",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136270"}
@article{bb140270,
AUTHOR = "Devroye, L. and Lugosi, G.",
TITLE = "Lower bounds in pattern recognition and learning",
JOURNAL = PR,
VOLUME = "28",
YEAR = "1995",
NUMBER = "7",
MONTH = "July",
PAGES = "1011-1018",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136271"}
@article{bb140271,
AUTHOR = "Babri, H. and Kot, A.C. and Tay, S.L. and Ngian, S.P.",
TITLE = "Error-Based Constraints for Efficient Learning of
Pattern-Recognition Problems",
JOURNAL = PRL,
VOLUME = "17",
YEAR = "1996",
NUMBER = "12",
MONTH = "October",
PAGES = "1239-1245",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136272"}
@article{bb140272,
AUTHOR = "Joshi, A. and Ramakrishman, N. and Houstis, E.N. and Rice, J.R.",
TITLE = "On Neurobiological, Neuro-Fuzzy, Machine Learning, and
Statistical Pattern-Recognition Techniques",
JOURNAL = TNN,
VOLUME = "8",
YEAR = "1997",
NUMBER = "1",
MONTH = "January",
PAGES = "18-31",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136273"}
@article{bb140273,
AUTHOR = "Kruger, N.",
TITLE = "An Algorithm for the Learning of Weights in Discrimination Functions
Using a Priori Constraints",
JOURNAL = PAMI,
VOLUME = "19",
YEAR = "1997",
NUMBER = "7",
MONTH = "July",
PAGES = "764-768",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136274"}
@article{bb140274,
AUTHOR = "Laaksonen, J.T. and Oja, E.",
TITLE = "Learning Subspace Classifiers and Error Corrective Feature Extraction",
JOURNAL = PRAI,
VOLUME = "12",
YEAR = "1998",
NUMBER = "4",
MONTH = "June",
PAGES = "423-436",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136275"}
@article{bb140275,
AUTHOR = "Evgeniou, T. and Pontil, M. and Poggio, T.",
TITLE = "Statistical Learning Theory: A Primer",
JOURNAL = IJCV,
VOLUME = "38",
YEAR = "2000",
NUMBER = "1",
MONTH = "June",
PAGES = "9-13",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136276"}
@article{bb140276,
AUTHOR = "Blake, A. and Bascle, B. and Isard, M. and MacCormick, J.P.",
TITLE = "Statistical Models of Visual Shape and Motion",
JOURNAL = Royal,
VOLUME = "A-356",
YEAR = "1998",
PAGES = "1283-1302",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136277"}
@article{bb140277,
AUTHOR = "Hwang, W.J. and Ye, B.Y. and Lin, C.T.",
TITLE = "A novel competitive learning algorithm for the parametric
classification with Gaussian distributions",
JOURNAL = PRL,
VOLUME = "21",
YEAR = "2000",
NUMBER = "5",
MONTH = "May",
PAGES = "375-380",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136278"}
@inproceedings{bb140278,
AUTHOR = "Luo, Y.R. and Najarian, K.",
TITLE = "Employing Decoding of Specific Error Correcting Codes as a New
Classification Criterion in Multiclass Learning Problems",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "4238-4241",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136279"}
@inproceedings{bb140279,
AUTHOR = "Kelm, B.M. and Pal, C. and McCallum, A.",
TITLE = "Combining Generative and Discriminative Methods for Pixel
Classification with Multi-Conditional Learning",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 828-832",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136280"}
@inproceedings{bb140280,
AUTHOR = "Zou, B. and Li, L.Q.",
TITLE = "The Generalization Performance of Learning Machine Based on Phi-mixing
Sequence",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 548-551",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136281"}
@inproceedings{bb140281,
AUTHOR = "Hoque, S. and Fairhurst, M.C. and Guest, R.M.",
TITLE = "The effect of the inhibition-compensation learning scheme on n-tuple
based classifier performance",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "III: 452-455",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136282"}
@inproceedings{bb140282,
AUTHOR = "Hoque, M.S. and Fairhurst, M.C.",
TITLE = "An improved learning scheme for the moving window classifier",
BOOKTITLE = ICDAR01,
YEAR = "2001",
PAGES = "607-611",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136283"}
@inproceedings{bb140283,
AUTHOR = "Freeman, W.T. and Tenenbaum, J.B.",
TITLE = "Learning Bilinear Models for Two Factor Problems in Vision",
BOOKTITLE = CVPR97,
YEAR = "1997",
PAGES = "554-560",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136284"}
@inproceedings{bb140284,
AUTHOR = "Knutsson, H.",
TITLE = "Learning Multidimensional Signal Processing",
BOOKTITLE = ICPR98,
YEAR = "1998",
PAGES = "Vol II: 1416-1420",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136285"}
@inproceedings{bb140285,
AUTHOR = "Hickinbotham, S.J. and Hancock, E.R. and Austin, J.",
TITLE = "Learning Feature Characteristics",
BOOKTITLE = ICPR98,
YEAR = "1998",
PAGES = "Vol II: 1160-1164",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136286"}
@inproceedings{bb140286,
AUTHOR = "Kositsky, M. and Ullman, S.",
TITLE = "Learning Class Regions by the Union of Ellipsoids",
BOOKTITLE = ICPR96,
YEAR = "1996",
PAGES = "IV: 750-757",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136287"}
@inproceedings{bb140287,
AUTHOR = "Spence, C.",
TITLE = "Supervised Learning of Detection and Classification Tasks with
Uncertain Training Data",
BOOKTITLE = ARPA96,
YEAR = "1996",
PAGES = "1395-1402",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT136288"}
@article{bb140288,
AUTHOR = "Liu, Q.S. and Zhou, F. and Hang, R. and Yuan, X.T.",
TITLE = "Bidirectional-Convolutional LSTM Based Spectral-Spatial Feature
Learning for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT136289"}
@article{bb140289,
AUTHOR = "Xu, Y.H. and Zhang, L.P. and Du, B. and Zhang, F.",
TITLE = "Spectral-Spatial Unified Networks for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "5893-5909",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT136290"}
@article{bb140290,
AUTHOR = "Kim, H.I. and Park, R.H.",
TITLE = "Residual LSTM Attention Network for Object Tracking",
JOURNAL = SPLetters,
VOLUME = "25",
YEAR = "2018",
NUMBER = "7",
MONTH = "July",
PAGES = "1029-1033",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT136291"}
@article{bb140291,
AUTHOR = "Hua, Y.S. and Mou, L.C. and Zhu, X.X.",
TITLE = "Recurrently exploring class-wise attention in a hybrid convolutional
and bidirectional LSTM network for multi-label aerial image
classification",
JOURNAL = PandRS,
VOLUME = "149",
YEAR = "2019",
PAGES = "188-199",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT136292"}
@article{bb140292,
AUTHOR = "Qi, W.C. and Zhang, X. and Wang, N. and Zhang, M. and Cen, Y.",
TITLE = "A Spectral-Spatial Cascaded 3D Convolutional Neural Network with a
Convolutional Long Short-Term Memory Network for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "20",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT136293"}
@article{bb140293,
AUTHOR = "Ma, C. and Guo, Y.L. and Yang, J.G. and An, W.",
TITLE = "Learning Multi-View Representation With LSTM for 3-D Shape
Recognition and Retrieval",
JOURNAL = MultMed,
VOLUME = "21",
YEAR = "2019",
NUMBER = "5",
MONTH = "May",
PAGES = "1169-1182",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT136294"}
@article{bb140294,
AUTHOR = "Liu, Y. and Hao, X. and Zhang, B. and Zhang, Y.Y.",
TITLE = "Simplified long short-term memory model for robust and fast
prediction",
JOURNAL = PRL,
VOLUME = "136",
YEAR = "2020",
PAGES = "81-86",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT136295"}
@article{bb140295,
AUTHOR = "Mei, S.H. and Ji, J.Y. and Hou, J.H. and Li, X. and Du, Q.",
TITLE = "Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral
Images via Convolutional Neural Networks",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "8",
MONTH = "August",
PAGES = "4520-4533",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT136296"}
@article{bb140296,
AUTHOR = "Hu, W.S. and Li, H.C. and Pan, L. and Li, W. and Tao, R. and Du, Q.",
TITLE = "Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks
for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "6",
MONTH = "June",
PAGES = "4237-4250",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT136297"}
@article{bb140297,
AUTHOR = "Jain, M. and Subramanyam, A.V. and Denman, S. and Sridharan, S. and Fookes, C.",
TITLE = "LSTM guided ensemble correlation filter tracking with appearance
model pool",
JOURNAL = CVIU,
VOLUME = "195",
YEAR = "2020",
PAGES = "102935",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT136298"}
@article{bb140298,
AUTHOR = "Zhang, X. and Wang, Y.C. and Zhang, N. and Xu, D.D. and Luo, H.Y. and Chen, B. and Ben, G.L.",
TITLE = "Spectral-Spatial Fractal Residual Convolutional Neural Network With
Data Balance Augmentation for Hyperspectral Classification",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "12",
MONTH = "December",
PAGES = "10473-10487",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT136299"}
@inproceedings{bb140299,
AUTHOR = "Kim, C.H. and Li, F.X. and Rehg, J.M.",
TITLE = "Multi-object Tracking with Neural Gating Using Bilinear LSTM",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "VIII: 208-224",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT136300"}
Last update:Jul 18, 2024 at 20:50:34