@inproceedings{bb133000, AUTHOR = "Kim, K.I.", TITLE = "Semi-supervised Learning Based on Joint Diffusion of Graph Functions and Laplacians", BOOKTITLE = ECCV16, YEAR = "2016", PAGES = "V: 713-729", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129046"} @inproceedings{bb133001, AUTHOR = "Li, A. and Jabri, A. and Joulin, A. and van der Maaten, L.", TITLE = "Learning Visual N-Grams from Web Data", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "4193-4202", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129047"} @inproceedings{bb133002, 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/pattern616semi1.html#TT129048"} @inproceedings{bb133003, AUTHOR = "Gangeh, M.J. and Bedawi, S.M.A. and Ghodsi, A. and Karray, F.", TITLE = "Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion", BOOKTITLE = ICIAR16, YEAR = "2016", PAGES = "12-19", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129049"} @inproceedings{bb133004, AUTHOR = "Li, C.G. and Lin, Z.C. and Zhang, H.G. and Guo, J.", TITLE = "Learning Semi-Supervised Representation Towards a Unified Optimization Framework for Semi-Supervised Learning", BOOKTITLE = ICCV15, YEAR = "2015", PAGES = "2767-2775", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129050"} @inproceedings{bb133005, AUTHOR = "Wang, X.B. and Guo, X.J. and Li, S.Z.", TITLE = "Adaptively Unified Semi-Supervised Dictionary Learning with Active Points", BOOKTITLE = ICCV15, YEAR = "2015", PAGES = "1787-1795", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129051"} @inproceedings{bb133006, AUTHOR = "Shi, X. and Zhang, C. and Wei, F.Y. and Zhang, H.Y. and She, Y.Y.", TITLE = "Manifold-Regularized Selectable Factor Extraction for Semi-supervised Image Classification", BOOKTITLE = BMVC15, YEAR = "2015", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129052"} @inproceedings{bb133007, 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#TT129053"} @inproceedings{bb133008, 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#TT129054"} @inproceedings{bb133009, AUTHOR = "Ye, Z.P. and Liu, P. and Tang, X.L. and Zhao, W.", TITLE = "May the torcher light our way: A negative-accelerated active learning framework for image classification", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "1658-1662", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129055"} @inproceedings{bb133010, 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#TT129056"} @inproceedings{bb133011, 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#TT129057"} @inproceedings{bb133012, 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#TT129058"} @inproceedings{bb133013, 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#TT129059"} @inproceedings{bb133014, 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#TT129060"} @inproceedings{bb133015, AUTHOR = "Wuttke, S. and Middelmann, W. and Stilla, U.", TITLE = "Concept for a Compound Analysis in Active Learning for Remote Sensing", BOOKTITLE = PIA15, YEAR = "2015", PAGES = "273-279", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129061"} @inproceedings{bb133016, 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#TT129062"} @inproceedings{bb133017, 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#TT129063"} @inproceedings{bb133018, 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#TT129064"} @inproceedings{bb133019, AUTHOR = "Aodha, O.M. and Campbell, N.D.F. and Kautz, J. and Brostow, G.J.", TITLE = "Hierarchical Subquery Evaluation for Active Learning on a Graph", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "564-571", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129065"} @inproceedings{bb133020, 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#TT129066"} @inproceedings{bb133021, 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#TT129067"} @inproceedings{bb133022, 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#TT129068"} @inproceedings{bb133023, 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#TT129069"} @inproceedings{bb133024, AUTHOR = "Xie, W.X. and Lu, Z.W. and Peng, Y.X. and Xiao, J.G.", TITLE = "Multimodal semi-supervised image classification by combining tag refinement, graph-based learning and support vector regression", BOOKTITLE = ICIP13, YEAR = "2013", PAGES = "4307-4311", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129070"} @inproceedings{bb133025, AUTHOR = "Hoai, M. and Zisserman, A.", TITLE = "Discriminative Sub-categorization", BOOKTITLE = CVPR13, YEAR = "2013", PAGES = "1666-1673", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129071"} @inproceedings{bb133026, 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#TT129072"} @inproceedings{bb133027, 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#TT129073"} @inproceedings{bb133028, AUTHOR = "Biswas, A. and Parikh, D.", TITLE = "Simultaneous Active Learning of Classifiers: Attributes via Relative Feedback", BOOKTITLE = CVPR13, YEAR = "2013", PAGES = "644-651", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129074"} @inproceedings{bb133029, 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#TT129075"} @inproceedings{bb133030, 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#TT129076"} @inproceedings{bb133031, 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/pattern616semi1.html#TT129077"} @inproceedings{bb133032, 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#TT129078"} @inproceedings{bb133033, 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#TT129079"} @inproceedings{bb133034, 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#TT129080"} @inproceedings{bb133035, 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#TT129081"} @inproceedings{bb133036, 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/pattern616semi1.html#TT129082"} @inproceedings{bb133037, 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#TT129083"} @inproceedings{bb133038, 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#TT129084"} @inproceedings{bb133039, 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#TT129085"} @inproceedings{bb133040, 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#TT129086"} @inproceedings{bb133041, 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#TT129087"} @inproceedings{bb133042, 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#TT129088"} @inproceedings{bb133043, 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#TT129089"} @inproceedings{bb133044, 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#TT129090"} @inproceedings{bb133045, 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#TT129091"} @inproceedings{bb133046, 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#TT129092"} @inproceedings{bb133047, 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#TT129093"} @inproceedings{bb133048, 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#TT129094"} @inproceedings{bb133049, 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#TT129095"} @inproceedings{bb133050, 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#TT129096"} @inproceedings{bb133051, 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#TT129097"} @inproceedings{bb133052, 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#TT129098"} @inproceedings{bb133053, 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#TT129099"} @inproceedings{bb133054, 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#TT129100"} @inproceedings{bb133055, 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#TT129101"} @inproceedings{bb133056, 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#TT129102"} @inproceedings{bb133057, 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#TT129103"} @inproceedings{bb133058, 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#TT129104"} @article{bb133059, 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#TT129105"} @article{bb133060, 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#TT129106"} @article{bb133061, 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#TT129107"} @article{bb133062, 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#TT129108"} @article{bb133063, 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#TT129109"} @article{bb133064, 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#TT129110"} @article{bb133065, 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#TT129111"} @article{bb133066, 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#TT129112"} @article{bb133067, 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#TT129113"} @article{bb133068, 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#TT129114"} @article{bb133069, 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/pattern616hypsemi2.html#TT129115"} @article{bb133070, 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#TT129116"} @article{bb133071, 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#TT129117"} @article{bb133072, 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#TT129118"} @article{bb133073, 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#TT129119"} @article{bb133074, 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#TT129120"} @article{bb133075, 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#TT129121"} @article{bb133076, 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#TT129122"} @article{bb133077, 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#TT129123"} @article{bb133078, AUTHOR = "Kong, Y. and Wang, X.S. and Cheng, Y. and Chen, C.L.P.", TITLE = "Hyperspectral Imagery Classification Based on Semi-Supervised Broad Learning System", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "5", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT129124"} @article{bb133079, AUTHOR = "Zhao, G.X. and Wang, X.S. and Kong, Y. and Cheng, Y.", TITLE = "Spectral-Spatial Joint Classification of Hyperspectral Image Based on Broad Learning System", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT129125"} @inproceedings{bb133080, AUTHOR = "Hu, X.P. and Zhao, G.X. and Dong, A. and Lv, G.H. and Zhai, Y. and Guo, Y. and Dong, X.J.", TITLE = "Few-Shot Hyperspectral Image Classification with Spectral-Spatial Feature Fusion Based on Fuzzy Broad Learning System", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "3160-3164", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT129126"} @inproceedings{bb133081, AUTHOR = "Guo, Y. and He, M.Y. and Fan, B.", TITLE = "Grid-Transformer for Few-Shot Hyperspectral Image Classification", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "755-759", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT129127"} @inproceedings{bb133082, AUTHOR = "Cao, M.X. and Zhao, G.X. and Dong, A. and Lv, G.H. and Guo, Y. and Dong, X.J.", TITLE = "Few-Shot Hyperspectral Image Classification Based on Cross-Domain Spectral Semantic Relation Transformer", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "1375-1379", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT129128"} @article{bb133083, 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#TT129129"} @article{bb133084, 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#TT129130"} @article{bb133085, 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#TT129131"} @article{bb133086, 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#TT129132"} @inproceedings{bb133087, 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#TT129133"} @article{bb133088, 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#TT129134"} @article{bb133089, 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#TT129135"} @article{bb133090, 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#TT129136"} @article{bb133091, 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#TT129137"} @article{bb133092, 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#TT129138"} @article{bb133093, 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#TT129139"} @article{bb133094, 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#TT129140"} @article{bb133095, 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#TT129141"} @article{bb133096, 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#TT129142"} @article{bb133097, AUTHOR = "Lopez de Mantaras, R. and Aguilar Martin, J.", TITLE = "Self-learning pattern classification using a sequential clustering technique", JOURNAL = PR, VOLUME = "18", YEAR = "1985", NUMBER = "3-4", PAGES = "271-277", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT129143"} @article{bb133098, AUTHOR = "Jain, N.C. and Indrayan, A. and Goel, L.R.", TITLE = "Monte Carlo comparison of six hierarchical clustering methods on random data", JOURNAL = PR, VOLUME = "19", YEAR = "1986", NUMBER = "1", PAGES = "95-99", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT129144"} @article{bb133099, AUTHOR = "Plastria, F.", TITLE = "Two hierarchies associated with each clustering scheme", JOURNAL = PR, VOLUME = "19", YEAR = "1986", NUMBER = "2", PAGES = "193-196", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT129145"}