@inproceedings{bb151600,
        AUTHOR = "Yin, Q.Y. and Wu, S. and Wang, L.",
        TITLE = "Partially tagged image clustering",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "4012-4016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147516"}

@inproceedings{bb151601,
        AUTHOR = "Yang, H.X. and Kong, X.W. and Fu, H.Y. and Li, M. and Zhao, G.P.",
        TITLE = "Semi-supervised learning based on group sparse for relative
attributes",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "3931-3935",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147517"}

@inproceedings{bb151602,
        AUTHOR = "Cardona, H.D.V. and Alvarez, M.A. and Orozco, A.A.",
        TITLE = "Convolved Multi-output Gaussian Processes for Semi-Supervised Learning",
        BOOKTITLE = CIAP15,
        YEAR = "2015",
        PAGES = "I:109-118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147518"}

@inproceedings{bb151603,
        AUTHOR = "Gomez Gonzalez, S. and Alvarez, M.A. and Garcia, H.F. and Rios, J.I. and Orozco, A.A.",
        TITLE = "Discriminative Training for Convolved Multiple-Output Gaussian
Processes",
        BOOKTITLE = CIARP15,
        YEAR = "2015",
        PAGES = "595-602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147519"}

@inproceedings{bb151604,
        AUTHOR = "Peikari, M. and Zubovits, J. and Clarke, G. and Martel, A.L.",
        TITLE = "Clustering Analysis for Semi-supervised Learning Improves
Classification Performance of Digital Pathology",
        BOOKTITLE = MLMI15,
        YEAR = "2015",
        PAGES = "263-270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147520"}

@inproceedings{bb151605,
        AUTHOR = "Wang, Z.H. and Ji, Q.A.",
        TITLE = "Classifier learning with hidden information",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4969-4977",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147521"}

@inproceedings{bb151606,
        AUTHOR = "Kim, K.I. and Tompkin, J. and Pfister, H. and Theobalt, C.",
        TITLE = "Semi-supervised learning with explicit relationship regularization",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "2188-2196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147522"}

@inproceedings{bb151607,
        AUTHOR = "Pham, H.D. and Kim, K.H. and Choi, S.J.",
        TITLE = "Semi-supervised Learning on Bi-relational Graph for Image Annotation",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "2465-2470",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147523"}

@inproceedings{bb151608,
        AUTHOR = "Berton, L. and de Andrade Lopes, A.",
        TITLE = "Graph Construction Based on Labeled Instances for Semi-supervised
Learning",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "2477-2482",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147524"}

@inproceedings{bb151609,
        AUTHOR = "Yang, Y. and Newsam, S.",
        TITLE = "Semi-supervised Learning of Geospatial Objects through Multi-modal
Data Integration",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "4062-4067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147525"}

@inproceedings{bb151610,
        AUTHOR = "Lai, H.J. and Pan, Y. and Lu, C.Y. and Tang, Y. and Yan, S.C.",
        TITLE = "Efficient k-Support Matrix Pursuit",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "II: 617-631",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147526"}

@inproceedings{bb151611,
        AUTHOR = "Lad, S. and Parikh, D.",
        TITLE = "Interactively Guiding Semi-Supervised Clustering via Attribute-Based
Explanations",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "VI: 333-349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147527"}

@inproceedings{bb151612,
        AUTHOR = "Wigness, M. and Draper, B.A. and Beveridge, J.R.",
        TITLE = "Selectively guiding visual concept discovery",
        BOOKTITLE = WACV14,
        YEAR = "2014",
        PAGES = "247-254",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147528"}

@inproceedings{bb151613,
        AUTHOR = "Xu, J.S. and Wu, Q.A. and Zhang, J. and Shen, F.M. and Tang, Z.M.",
        TITLE = "Training boosting-like algorithms with semi-supervised subspace
learning",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "4302-4306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147529"}

@inproceedings{bb151614,
        AUTHOR = "Asafi, S. and Cohen Or, D.",
        TITLE = "Constraints as Features",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "1634-1641",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147530"}

@inproceedings{bb151615,
        AUTHOR = "Turakhia, N. and Parikh, D.",
        TITLE = "Attribute Dominance: What Pops Out?",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "1225-1232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147531"}

@inproceedings{bb151616,
        AUTHOR = "Shi, L. and Khushaba, R. and Kodagoda, S. and Dissanayake, G.",
        TITLE = "Application of CRF and SVM based semi-supervised learning for semantic
labeling of environments",
        BOOKTITLE = ICARCV12,
        YEAR = "2012",
        PAGES = "835-840",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147532"}

@inproceedings{bb151617,
        AUTHOR = "Ebert, S. and Fritz, M. and Schiele, B.",
        TITLE = "Semi-Supervised Learning on a Budget: Scaling Up to Large Datasets",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
        PAGES = "I:232-245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147533"}

@inproceedings{bb151618,
        AUTHOR = "Cao, C. and Chen, S.F. and Zou, C.Q. and Liu, J.Z.",
        TITLE = "Locating high-density clusters with noisy queries",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "3537-3540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147534"}

@inproceedings{bb151619,
        AUTHOR = "Hido, S. and Kashima, H.",
        TITLE = "Hash-based structural similarity for semi-supervised Learning on
attribute graphs",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "3009-3012",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147535"}

@inproceedings{bb151620,
        AUTHOR = "Lopresti, D.P. and Nagy, G.",
        TITLE = "Optimal data partition for semi-automated labeling",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "286-289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147536"}

@inproceedings{bb151621,
        AUTHOR = "Kobayashi, T. and Otsu, N.",
        TITLE = "Efficient Similarity Derived from Kernel-Based Transition Probability",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "VI: 371-385",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147537"}

@inproceedings{bb151622,
        AUTHOR = "Shrivastava, A. and Singh, S. and Gupta, A.",
        TITLE = "Constrained Semi-Supervised Learning Using Attributes and Comparative
Attributes",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "III: 369-383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147538"}

@inproceedings{bb151623,
        AUTHOR = "Ahumada, H.C. and Granitto, P.M.",
        TITLE = "A Simple Hybrid Method for Semi-supervised Learning",
        BOOKTITLE = CIARP12,
        YEAR = "2012",
        PAGES = "138-145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147539"}

@inproceedings{bb151624,
        AUTHOR = "Duvenaud, D. and Marlin, B. and Murphy, K.",
        TITLE = "Multiscale Conditional Random Fields for Semi-supervised Labeling and
Classification",
        BOOKTITLE = CRV11,
        YEAR = "2011",
        PAGES = "371-378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147540"}

@inproceedings{bb151625,
        AUTHOR = "Kimura, A. and Kameoka, H. and Sugiyama, M. and Nakano, T. and Maeda, E. and Sakano, H. and Ishiguro, K.",
        TITLE = "SemiCCA: Efficient Semi-supervised Learning of Canonical Correlations",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "2933-2936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147541"}

@inproceedings{bb151626,
        AUTHOR = "Han, X.H. and Chen, Y.W. and Ruan, X.",
        TITLE = "Semi-supervised and Interactive Semantic Concept Learning for Scene
Recognition",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "3045-3048",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147542"}

@inproceedings{bb151627,
        AUTHOR = "Chandel, A.S. and Tiwari, A. and Chaudhari, N.S.",
        TITLE = "Constructive Semi-Supervised Classification Algorithm and Its Implement
in Data Mining",
        BOOKTITLE = PReMI09,
        YEAR = "2009",
        PAGES = "62-67",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147543"}

@inproceedings{bb151628,
        AUTHOR = "Gui, J. and Huang, D.S. and You, Z.H.",
        TITLE = "An improvement on learning with local and global consistency",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147544"}

@inproceedings{bb151629,
        AUTHOR = "Zhang, Z.Y. and Zha, H.Y. and Zhang, M.",
        TITLE = "Spectral methods for semi-supervised manifold learning",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147545"}

@inproceedings{bb151630,
        AUTHOR = "Gong, Y.C. and Chen, C.L. and Tian, Y.J.",
        TITLE = "Graph-based semi-supervised learning with redundant views",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147546"}

@inproceedings{bb151631,
        AUTHOR = "Korecki, J.N. and Banfield, R.E. and Hall, L.O. and Bowyer, K.W. and Kegelmeyer, W.P.",
        TITLE = "Semi-supervised learning on large complex simulations",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147547"}

@inproceedings{bb151632,
        AUTHOR = "Hu, J.Y. and Singh, M. and Mojsilovic, A.",
        TITLE = "Categorization using semi-supervised clustering",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147548"}

@inproceedings{bb151633,
        AUTHOR = "Cheng, Y.B. and Cai, Y.P. and Sun, Y.J. and Li, J.",
        TITLE = "Semi-supervised feature selection under logistic I-RELIEF framework",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147549"}

@inproceedings{bb151634,
        AUTHOR = "Xiao, R. and Shi, P.F.",
        TITLE = "Semi-supervised marginal discriminant analysis based on QR
decomposition",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147550"}

@inproceedings{bb151635,
        AUTHOR = "Tahir, M.A. and Smith, J.E. and Caleb Solly, P.",
        TITLE = "A Novel Feature Selection Based Semi-supervised Method for Image
Classification",
        BOOKTITLE = CVS08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147551"}

@inproceedings{bb151636,
        AUTHOR = "Batra, D. and Sukthankar, R. and Chen, T.",
        TITLE = "Semi-Supervised Clustering via Learnt Codeword Distances",
        BOOKTITLE = BMVC08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147552"}

@inproceedings{bb151637,
        AUTHOR = "Marin Castro, H. and Sucar, L.E. and Morales, E.",
        TITLE = "Automatic Image Annotation Using a Semi-supervised Ensemble of
Classifiers",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "487-495",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147553"}

@inproceedings{bb151638,
        AUTHOR = "Didaci, L. and Fumera, G. and Roli, F.",
        TITLE = "Analysis of Co-training Algorithm with Very Small Training Sets",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "719-726",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147554"}

@inproceedings{bb151639,
        AUTHOR = "Didaci, L. and Roli, F.",
        TITLE = "Using Co-training and Self-training in Semi-supervised Multiple
Classifier Systems",
        BOOKTITLE = SSPR06,
        YEAR = "2006",
        PAGES = "522-530",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147555"}

@inproceedings{bb151640,
        AUTHOR = "Duan, R. and Jiang, W. and Man, H.",
        TITLE = "Semi-Supervised Image Classification in Likelihood Space",
        BOOKTITLE = ICIP06,
        YEAR = "2006",
        PAGES = "957-960",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147556"}

@inproceedings{bb151641,
        AUTHOR = "Duan, R. and Jiang, W. and Man, H.",
        TITLE = "Robust Adjusted Likelihood Function for Image Analysis",
        BOOKTITLE = AIPR06,
        YEAR = "2006",
        PAGES = "29-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147557"}

@inproceedings{bb151642,
        AUTHOR = "Song, Y.Q. and Zhang, C.S. and Lee, J.G.",
        TITLE = "Graph Based Multi-class Semi-supervised Learning Using Gaussian Process",
        BOOKTITLE = SSPR06,
        YEAR = "2006",
        PAGES = "450-458",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147558"}

@inproceedings{bb151643,
        AUTHOR = "Saint Jean, C. and Frelicot, C.",
        TITLE = "A robust semi-supervised EM-based clustering algorithm with a reject
option",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "III: 399-402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147559"}

@article{bb151644,
        AUTHOR = "Hernandez Gonzalez, J. and Inza, I. and Lozano, J.A.",
        TITLE = "Weak supervision and other non-standard classification problems:
A taxonomy",
        JOURNAL = PRL,
        VOLUME = "69",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "49-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147560"}

@article{bb151645,
        AUTHOR = "Xu, L. and Clausi, D.A. and Li, F. and Wong, A.",
        TITLE = "Weakly Supervised Classification of Remotely Sensed Imagery Using
Label Constraint and Edge Penalty",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1424-1436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147561"}

@article{bb151646,
        AUTHOR = "Jiao, Q. and Liu, Z. and Ye, L.W. and Wang, Y.",
        TITLE = "Weakly labeled fine-grained classification with hierarchy
relationship of fine and coarse labels",
        JOURNAL = JVCIR,
        VOLUME = "63",
        YEAR = "2019",
        PAGES = "102584",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147562"}

@inproceedings{bb151647,
        AUTHOR = "Lei, J. and Guo, Z.Y. and Wang, Y.",
        TITLE = "Weakly Supervised Image Classification with Coarse and Fine Labels",
        BOOKTITLE = CRV17,
        YEAR = "2017",
        PAGES = "240-247",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147563"}

@article{bb151648,
        AUTHOR = "Li, Y.F. and Guo, L.Z. and Zhou, Z.H.",
        TITLE = "Towards Safe Weakly Supervised Learning",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "334-346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147564"}

@article{bb151649,
        AUTHOR = "Tao, H. and Jiang, J.C. and Hou, C.P. and Luo, T.J. and Fan, R.D. and Zhang, J.",
        TITLE = "Compound Weakly Supervised Clustering",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "957-971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147565"}

@article{bb151650,
        AUTHOR = "Yuan, S. and Li, M. and Feng, L. and Han, B. and Niu, G. and Sugiyama, M. and Liu, T.L.",
        TITLE = "Early Stopping Without Validation Data in Weakly Supervised Learning",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "14071-14086",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147566"}

@inproceedings{bb151651,
        AUTHOR = "Ma, T.H. and Chen, H. and Hu, J.C. and Zhu, Y.G. and Li, X.M.",
        TITLE = "Forming Auxiliary High-confident Instance-level Loss to Promote
Learning from Label Proportions",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "20592-20601",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147567"}

@inproceedings{bb151652,
        AUTHOR = "Tian, S.Y. and Wei, H.X. and Wang, Y.Q. and Feng, L.",
        TITLE = "CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label
Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "19479-19488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147568"}

@inproceedings{bb151653,
        AUTHOR = "Wang, Y.T. and Ilic, V. and Li, J. and Kisacanin, B. and Pavlovic, V.",
        TITLE = "ALWOD: Active Learning for Weakly-Supervised Object Detection",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "6436-6446",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147569"}

@inproceedings{bb151654,
        AUTHOR = "Zhu, J.G. and Xie, H.C. and Abd Almageed, W.",
        TITLE = "Weakly Supervised Invariant Representation Learning via Disentangling
Known and Unknown Nuisance Factors",
        BOOKTITLE = Scarce22,
        YEAR = "2022",
        PAGES = "382-395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147570"}

@inproceedings{bb151655,
        AUTHOR = "Gao, M.F. and Li, A. and Yu, R.C. and Morariu, V.I. and Davis, L.S.",
        TITLE = "C-WSL: Count-Guided Weakly Supervised Localization",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "I: 155-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147571"}

@inproceedings{bb151656,
        AUTHOR = "Mahajan, D. and Girshick, R. and Ramanathan, V. and He, K.M. and Paluri, M. and Li, Y.X. and Bharambe, A. and van der Maaten, L.",
        TITLE = "Exploring the Limits of Weakly Supervised Pretraining",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "II: 185-201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147572"}

@inproceedings{bb151657,
        AUTHOR = "Gaur, U. and Manjunath, B.S.",
        TITLE = "Weakly Supervised Manifold Learning for Dense Semantic Object
Correspondence",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "1744-1752",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147573"}

@inproceedings{bb151658,
        AUTHOR = "Joulin, A. and van der Maaten, L. and Jabri, A. and Vasilache, N.",
        TITLE = "Learning Visual Features from Large Weakly Supervised Data",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "VII: 67-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147574"}

@inproceedings{bb151659,
        AUTHOR = "Hoai, M. and Zisserman, A.",
        TITLE = "Discriminative Sub-categorization",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "1666-1673",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147575"}

@inproceedings{bb151660,
        AUTHOR = "Zhang, T.Z. and Cai, R. and Li, Z.W. and Zhang, L. and Lu, H.Q.",
        TITLE = "Hierarchical Object Representations for Visual Recognition via Weakly
Supervised Learning",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
        PAGES = "I:474-485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147576"}

@inproceedings{bb151661,
        AUTHOR = "Siva, P. and Russell, C. and Xiang, T.",
        TITLE = "In Defence of Negative Mining for Annotating Weakly Labelled Data",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "III: 594-608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147577"}

@inproceedings{bb151662,
        AUTHOR = "Bordes, J.B. and Prinet, V.",
        TITLE = "Mixture Distributions for Weakly Supervised Classification in Remote
Sensing Images",
        BOOKTITLE = BMVC08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147578"}

@inproceedings{bb151663,
        AUTHOR = "Pantofaru, C. and Hebert, M.",
        TITLE = "A framework for learning to recognize and segment object classes using
weakly supervised training data",
        BOOKTITLE = BMVC07,
        YEAR = "2007",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616weaksup3.html#TT147579"}

@article{bb151664,
        AUTHOR = "Dopido, I. and Li, J. and Marpu, P.R. and Plaza, A. and Dias, J.M.B. and Benediktsson, J.A.",
        TITLE = "Semisupervised Self-Learning for Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "51",
        YEAR = "2013",
        NUMBER = "7",
        PAGES = "4032-4044",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147580"}

@article{bb151665,
        AUTHOR = "Guo, X. and Huang, X. and Zhang, L. and Zhang, L. and Plaza, A. and Benediktsson, J.A.",
        TITLE = "Support Tensor Machines for Classification of Hyperspectral Remote
Sensing Imagery",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3248-3264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147581"}

@article{bb151666,
        AUTHOR = "Tan, K. and Li, E. and Du, Q. and Du, P.J.",
        TITLE = "An efficient semi-supervised classification approach for
hyperspectral imagery",
        JOURNAL = PandRS,
        VOLUME = "97",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "36-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147582"}

@article{bb151667,
        AUTHOR = "Tan, K. and Hu, J. and Li, J. and Du, P.J.",
        TITLE = "A Novel Semi-Supervised Hyperspectral Image Classification Approach
Based on Spatial Neighborhood Information and Classifier Combination",
        JOURNAL = PandRS,
        VOLUME = "105",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "19-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147583"}

@article{bb151668,
        AUTHOR = "Tan, K. and Zhu, J.S. and Du, Q. and Wu, L.X. and Du, P.J.",
        TITLE = "A Novel Tri-Training Technique for Semi-Supervised Classification of
Hyperspectral Images Based on Diversity Measurement",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "9",
        PAGES = "749",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147584"}

@article{bb151669,
        AUTHOR = "Ou, D. and Tan, K. and Du, Q. and Zhu, J.S. and Wang, X. and Chen, Y.",
        TITLE = "A Novel Tri-Training Technique for the Semi-Supervised Classification
of Hyperspectral Images Based on Regularized Local Discriminant
Embedding Feature Extraction",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147585"}

@article{bb151670,
        AUTHOR = "He, Z. and Liu, L. and Zhou, S.H. and Shen, Y.",
        TITLE = "Learning Group-Based Sparse and Low-Rank Representation for
Hyperspectral Image Classification",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "1041-1056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147586"}

@article{bb151671,
        AUTHOR = "He, Z. and Li, J. and Liu, L.",
        TITLE = "Tensor Block-Sparsity Based Representation for Spectral-Spatial
Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "8",
        PAGES = "636",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147587"}

@article{bb151672,
        AUTHOR = "Lu, Z.W. and Wang, L.W.",
        TITLE = "Noise-robust semi-supervised learning via fast sparse coding",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "2",
        PAGES = "605-612",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147588"}

@article{bb151673,
        AUTHOR = "Romaszewski, M. and Glomb, P. and Cholewa, M.",
        TITLE = "Semi-supervised hyperspectral classification from a small number of
training samples using a co-training approach",
        JOURNAL = PandRS,
        VOLUME = "121",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "60-76",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147589"}

@article{bb151674,
        AUTHOR = "Li, F. and Clausi, D.A. and Xu, L. and Wong, A.",
        TITLE = "ST-IRGS: A Region-Based Self-Training Algorithm Applied to
Hyperspectral Image Classification and Segmentation",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "3-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147590"}

@article{bb151675,
        AUTHOR = "Xue, Z.H. and Du, P.J. and Su, H.J. and Zhou, S.G.",
        TITLE = "Discriminative Sparse Representation for Hyperspectral Image
Classification: A Semi-Supervised Perspective",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147591"}

@article{bb151676,
        AUTHOR = "Ma, L. and Crawford, M.M. and Tian, J.",
        TITLE = "Local Manifold Learning-Based k-Nearest-Neighbor for Hyperspectral
Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "48",
        YEAR = "2010",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4099-4109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147592"}

@article{bb151677,
        AUTHOR = "Ma, L. and Crawford, M.M. and Yang, X.Q. and Guo, Y.",
        TITLE = "Local-Manifold-Learning-Based Graph Construction for Semisupervised
Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2832-2844",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147593"}

@article{bb151678,
        AUTHOR = "Ma, L. and Ma, A.D. and Ju, C. and Li, X.M.",
        TITLE = "Graph-Based Semi-Supervised Learning for Spectral-Spatial
Hyperspectral Image Classification",
        JOURNAL = PRL,
        VOLUME = "83, Part 2",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "133-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147594"}

@article{bb151679,
        AUTHOR = "Shao, Y.J. and Sang, N. and Gao, C.X. and Ma, L.",
        TITLE = "Probabilistic class structure regularized sparse representation graph
for semi-supervised hyperspectral image classification",
        JOURNAL = PR,
        VOLUME = "63",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "102-114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147595"}

@article{bb151680,
        AUTHOR = "Shao, Y.J. and Sang, N. and Gao, C.X.",
        TITLE = "Representation Space-Based Discriminative Graph Construction for
Semisupervised Hyperspectral Image Classification",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "35-39",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147596"}

@article{bb151681,
        AUTHOR = "Shao, Y.J. and Sang, N. and Gao, C.X. and Ma, L.",
        TITLE = "Spatial and Class Structure Regularized Sparse Representation Graph
for Semi-Supervised Hyperspectral Image Classification",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
        PAGES = "81-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147597"}

@article{bb151682,
        AUTHOR = "Xie, F.D. and Hu, D.C. and Li, F.F. and Yang, J. and Liu, D.S.",
        TITLE = "Semi-Supervised Classification for Hyperspectral Images Based on
Multiple Classifiers and Relaxation Strategy",
        JOURNAL = IJGI,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147598"}

@article{bb151683,
        AUTHOR = "Wu, Y. and Mu, G.F. and Qin, C. and Miao, Q.G. and Ma, W.P. and Zhang, X.R.",
        TITLE = "Semi-Supervised Hyperspectral Image Classification via
Spatial-Regulated Self-Training",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147599"}

@article{bb151684,
        AUTHOR = "Ahmadi, S.A. and Mehrshad, N.",
        TITLE = "Semisupervised classification of hyperspectral images with low-rank
representation kernel",
        JOURNAL = JOSA-A,
        VOLUME = "37",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "606-613",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147600"}

@article{bb151685,
        AUTHOR = "He, F. and Wang, R. and Jia, W.M.",
        TITLE = "Fast semi-supervised learning with anchor graph for large
hyperspectral images",
        JOURNAL = PRL,
        VOLUME = "130",
        YEAR = "2020",
        PAGES = "319-326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147601"}

@article{bb151686,
        AUTHOR = "Nie, F.P. and Song, Y. and Chang, W. and Wang, R. and Li, X.L.",
        TITLE = "Fast Semi-Supervised Learning on Large Graphs: An Improved
Green-Function Method",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2055-2070",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147602"}

@article{bb151687,
        AUTHOR = "Li, Y.H. and Wang, T. and Cao, Z. and Xin, H.N. and Wang, R.",
        TITLE = "Efficient Unsupervised Clustering of Hyperspectral Images via
Flexible Multi-Anchor Graphs",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "15",
        PAGES = "2647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147603"}

@article{bb151688,
        AUTHOR = "Shaik, R.U. and Unni, A. and Zeng, W.P.",
        TITLE = "Quantum Based Pseudo-Labelling for Hyperspectral Imagery:
A Simple and Efficient Semi-Supervised Learning Method for
Machine Learning Classifiers",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "22",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147604"}

@article{bb151689,
        AUTHOR = "Wang, H. and Hong, R. and Wu, Y.X. and Lin, D. and Wang, L.G.",
        TITLE = "Spectral-Spatial Masked Auto-Encoder with Central Pixel
Reconstruction for Semi-Supervised Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "18",
        YEAR = "2026",
        NUMBER = "10",
        PAGES = "1571",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147605"}

@inproceedings{bb151690,
        AUTHOR = "Ling, Z.G. and Li, X.X. and Zou, W. and Guo, S.",
        TITLE = "Semi-Supervised Learning via Convolutional Neural Network for
Hyperspectral Image Classification",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT147606"}

@article{bb151691,
        AUTHOR = "Zobrist, A.L.",
        TITLE = "The organization of extracted features for pattern recognition",
        JOURNAL = PR,
        VOLUME = "3",
        YEAR = "1971",
        NUMBER = "1",
        MONTH = "April",
        PAGES = "23-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147607"}

@article{bb151692,
        AUTHOR = "Haralick, R.M. and Dinstein, I.",
        TITLE = "An Iterative Clustering Procedure",
        JOURNAL = SMC,
        VOLUME = "1",
        YEAR = "1971",
        NUMBER = "3",
        MONTH = "July",
        PAGES = "275-289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147608"}

@article{bb151693,
        AUTHOR = "Biehl, L.L. and Silva, L.F.",
        TITLE = "A Multilevel Multispectral Data Set Analysis in the Visible and Infrared
Wavelength Regions",
        JOURNAL = PIEEE,
        VOLUME = "63",
        YEAR = "1975",
        NUMBER = "1",
        PAGES = "164-175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147609"}

@article{bb151694,
        AUTHOR = "Lukasova, A.",
        TITLE = "Hierarchical agglomerative clustering procedure",
        JOURNAL = PR,
        VOLUME = "11",
        YEAR = "1979",
        NUMBER = "5-6",
        PAGES = "365-381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147610"}

@article{bb151695,
        AUTHOR = "Smith, S.P. and Dubes, R.C.",
        TITLE = "Stability of a hierarchical clustering",
        JOURNAL = PR,
        VOLUME = "12",
        YEAR = "1980",
        NUMBER = "3",
        PAGES = "177-187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147611"}

@article{bb151696,
        AUTHOR = "Ozawa, K.",
        TITLE = "Classic: A hierarchical clustering algorithm based on asymmetric
similarities",
        JOURNAL = PR,
        VOLUME = "16",
        YEAR = "1983",
        NUMBER = "2",
        PAGES = "201-211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147612"}

@article{bb151697,
        AUTHOR = "Ozawa, K.",
        TITLE = "A stratificational overlapping cluster scheme",
        JOURNAL = PR,
        VOLUME = "18",
        YEAR = "1985",
        NUMBER = "3-4",
        PAGES = "279-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147613"}

@article{bb151698,
        AUTHOR = "Perruchet, C.",
        TITLE = "Constrained agglomerative hierarchical classification",
        JOURNAL = PR,
        VOLUME = "16",
        YEAR = "1983",
        NUMBER = "2",
        PAGES = "213-217",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147614"}

@article{bb151699,
        AUTHOR = "Schuermann, J. and Doster, W.",
        TITLE = "A decision theoretic approach to hierarchical classifier design",
        JOURNAL = PR,
        VOLUME = "17",
        YEAR = "1984",
        NUMBER = "3",
        PAGES = "359-369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT147615"}

Last update: