@article{bb131300, AUTHOR = "Yao, Y. and Wang, M. and Fan, G.H. and Liu, W. and Ma, Y. and Mei, X.G.", TITLE = "Dictionary Learning-Cooperated Matrix Decomposition for Hyperspectral Target Detection", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "17", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127356"} @article{bb131301, AUTHOR = "Liu, F.S. and Fu, J. and Wang, Q. and Zhao, R.Q.", TITLE = "Tensor Dictionary Self-Taught Learning Classification Method for Hyperspectral Image", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "17", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127357"} @article{bb131302, AUTHOR = "Gou, J.P. and Yuan, X. and Du, L. and Xia, S. and Yi, Z.", TITLE = "Hierarchical Graph Augmented Deep Collaborative Dictionary Learning for Classification", JOURNAL = ITS, VOLUME = "23", YEAR = "2022", NUMBER = "12", MONTH = "December", PAGES = "25308-25322", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127358"} @article{bb131303, AUTHOR = "Gou, J.P. and He, X. and Du, L. and Yu, B. and Chen, W. and Yi, Z.", TITLE = "Hierarchical Locality-Aware Deep Dictionary Learning for Classification", JOURNAL = MultMed, VOLUME = "26", YEAR = "2024", PAGES = "447-461", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127359"} @article{bb131304, AUTHOR = "Rodriguez Dominguez, U. and Dalmau, O.", TITLE = "Standard simplex induced clustering with hierarchical deep dictionary learning", JOURNAL = SP:IC, VOLUME = "112", YEAR = "2023", PAGES = "116918", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127360"} @article{bb131305, AUTHOR = "Ma, Y.T. and Meng, J. and Liu, B. and Sun, L. and Zhang, H. and Ren, P.", TITLE = "Dictionary Learning for Few-Shot Remote Sensing Scene Classification", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127361"} @article{bb131306, AUTHOR = "Gou, J.P. and Yuan, X. and Yu, B. and Yu, J.L. and Yi, Z.", TITLE = "Intra- and Inter-Class Induced Discriminative Deep Dictionary Learning for Visual Recognition", JOURNAL = MultMed, VOLUME = "25", YEAR = "2023", PAGES = "1575-1583", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127362"} @article{bb131307, AUTHOR = "Seghouane, A.K. and Iqbal, A. and Miri Rekavandi, A.", TITLE = "RBDL: Robust block-Structured dictionary learning for block sparse representation", JOURNAL = PRL, VOLUME = "172", YEAR = "2023", PAGES = "89-96", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127363"} @inproceedings{bb131308, AUTHOR = "Seghouane, A.K.", TITLE = "Robust Structured Dictionary Learning For Block Sparse Representations Using a-Divergence", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "843-847", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127364"} @article{bb131309, AUTHOR = "Li, S. and Wang, L.C. and Wang, S. and Kong, D. and Yin, B.C.", TITLE = "Hierarchical Coupled Discriminative Dictionary Learning for Zero-Shot Learning", JOURNAL = CirSysVideo, VOLUME = "33", YEAR = "2023", NUMBER = "9", MONTH = "September", PAGES = "4973-4984", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127365"} @inproceedings{bb131310, AUTHOR = "He, C.C. and Kuang, Z.Y. and Zhong, Y.J. and Ding, X.H. and Huang, Y.", TITLE = "Radar HRRP Unseen Class Recognition Based on the Joint Dictionary Learning", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "2520-2524", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127366"} @inproceedings{bb131311, AUTHOR = "Gkillas, A. and Ampeliotis, D. and Berberidis, K.", TITLE = "Efficient Coupled Dictionary Learning And Sparse Coding For Noisy Piecewise-Smooth Signals: Application To Hyperspectral Imaging", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "231-235", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127367"} @inproceedings{bb131312, AUTHOR = "Oktar, Y. and Turkan, M.", TITLE = "Classification Via Simplicial Learning", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "2945-2949", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127368"} @inproceedings{bb131313, AUTHOR = "Genser, N. and Seiler, J. and Kaup, A.", TITLE = "Joint Content-Adaptive Dictionary Learning And Sparse Selective Extrapolation For Cross-Spectral Image Reconstruction", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "988-992", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127369"} @inproceedings{bb131314, AUTHOR = "He, K.M. and Fan, H.Q. and Wu, Y.X. and Xie, S.N. and Girshick, R.", TITLE = "Momentum Contrast for Unsupervised Visual Representation Learning", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "9726-9735", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127370"} @inproceedings{bb131315, AUTHOR = "Watkins, Y. and Kim, E. and Sornborger, A. and Kenyon, G.T.", TITLE = "Using Sinusoidally-Modulated Noise as a Surrogate for Slow-Wave Sleep to Accomplish Stable Unsupervised Dictionary Learning in a Spike-Based Sparse Coding Model", BOOKTITLE = WiCV20, YEAR = "2020", PAGES = "1482-1487", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127371"} @inproceedings{bb131316, AUTHOR = "Wang, W.W. and Yang, C.Y. and Li, Q.", TITLE = "Discriminative Analysis Dictionary and Classifier Learning for Pattern Classification", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "385-389", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127372"} @inproceedings{bb131317, AUTHOR = "Apicella, A. and Isgro, F. and Prevete, R. and Tamburrini, G.", TITLE = "Contrastive Explanations to Classification Systems Using Sparse Dictionaries", BOOKTITLE = CIAP19, YEAR = "2019", PAGES = "I:207-218", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127373"} @inproceedings{bb131318, AUTHOR = "Luo, S. and Leung, A.P.", TITLE = "Improved Dictionary Learning with Enriched Information for Biomedical Images", BOOKTITLE = BioIm18, YEAR = "2018", PAGES = "VI:375-384", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127374"} @inproceedings{bb131319, AUTHOR = "Tang, H. and Wei, H. and Xiao, W. and Wang, W. and Xu, D. and Yan, Y. and Sebe, N.", TITLE = "Deep Micro-Dictionary Learning and Coding Network", BOOKTITLE = WACV19, YEAR = "2019", PAGES = "386-395", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127375"} @inproceedings{bb131320, AUTHOR = "Chen, Y.F. and Su, J.B.", TITLE = "Dict Layer: A Structured Dictionary Layer", BOOKTITLE = Biometrics18, YEAR = "2018", PAGES = "535-53509", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127376"} @inproceedings{bb131321, AUTHOR = "Sun, Y. and Zhang, Z. and Jiang, W. and Liu, G. and Wang, M. and Yan, S.", TITLE = "Robust Discriminative Projective Dictionary Pair Learning by Adaptive Representations", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "621-626", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127377"} @inproceedings{bb131322, AUTHOR = "Selvaraju, R.R. and Chattopadhyay, P. and Elhoseiny, M. and Sharma, T. and Batra, D. and Parikh, D. and Lee, S.", TITLE = "Choose Your Neuron: Incorporating Domain Knowledge Through Neuron-Importance", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XIII: 540-556", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127378"} @inproceedings{bb131323, AUTHOR = "Mou, H. and Barbu, A.", TITLE = "Accurate Dictionary Learning with Direct Sparsity Control", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "1842-1846", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127379"} @inproceedings{bb131324, AUTHOR = "Silva, G. and Rodriguez, P.", TITLE = "Efficient Algorithm for Convolutional Dictionary Learning via Accelerated Proximal Gradient Consensus", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "3978-3982", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127380"} @inproceedings{bb131325, AUTHOR = "Degraux, K. and Kamilov, U.S. and Boufounos, P.T. and Liu, D.", TITLE = "Online convolutional dictionary learning for multimodal imaging", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "1617-1621", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127381"} @inproceedings{bb131326, AUTHOR = "Garcia Cardona, C. and Wohlberg, B.", TITLE = "Subproblem coupling in convolutional dictionary learning", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "1697-1701", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127382"} @inproceedings{bb131327, AUTHOR = "Liu, J. and Garcia Cardona, C. and Wohlberg, B. and Yin, W.", TITLE = "Online convolutional dictionary learning", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "1707-1711", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127383"} @inproceedings{bb131328, AUTHOR = "Serra, J.G. and Villena, S. and Molina, R. and Katsaggelos, A.K.", TITLE = "Greedy Bayesian double sparsity dictionary learning", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "1935-1939", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127384"} @inproceedings{bb131329, AUTHOR = "Liu, Q. and Leung, H.", TITLE = "Synthesis-analysis deconvolutional network for compressed sensing", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "1940-1944", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127385"} @inproceedings{bb131330, AUTHOR = "Wang, H. and Xia, Y. and Wang, Z.", TITLE = "Dictionary learning-based image compression", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "3235-3239", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127386"} @inproceedings{bb131331, AUTHOR = "Papyan, V. and Romano, Y. and Elad, M. and Sulam, J.", TITLE = "Convolutional Dictionary Learning via Local Processing", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "5306-5314", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127387"} @inproceedings{bb131332, AUTHOR = "Nilsson, M.", TITLE = "Sparse coding with unity range codes and label consistent discriminative dictionary learning", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "3186-3191", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127388"} @inproceedings{bb131333, AUTHOR = "Liu, J. and Tang, S. and Li, Y.", TITLE = "Collaborative Dictionary Learning and Soft Assignment for Sparse Coding of Image Features", BOOKTITLE = MMMod17, YEAR = "2017", PAGES = "I: 443-451", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127389"} @inproceedings{bb131334, AUTHOR = "Lai, B.S. and Gong, X.J.", TITLE = "Saliency Guided Dictionary Learning for Weakly-Supervised Image Parsing", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "3630-3639", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127390"} @inproceedings{bb131335, AUTHOR = "Huang, W. and Sun, F. and Cao, L. and Zhao, D. and Liu, H. and Harandi, M.", TITLE = "Sparse Coding and Dictionary Learning with Linear Dynamical Systems", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "3938-3947", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127391"} @inproceedings{bb131336, AUTHOR = "Zhang, Y. and Ji, R.R. and Fan, X.P. and Wang, Y. and Guo, F. and Gao, Y. and Zhao, D.B.", TITLE = "Search-Based Depth Estimation via Coupled Dictionary Learning with Large-Margin Structure Inference", BOOKTITLE = ECCV16, YEAR = "2016", PAGES = "V: 858-874", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127392"} @inproceedings{bb131337, AUTHOR = "Liu, Y. and Chen, W. and Chen, Q.C. and Wassell, I.", TITLE = "Support Discrimination Dictionary Learning for Image Classification", BOOKTITLE = ECCV16, YEAR = "2016", PAGES = "II: 375-390", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127393"} @inproceedings{bb131338, AUTHOR = "Taalimi, A. and Shams, H. and Rahimpour, A. and Khorsandi, R. and Wang, W. and Guo, R. and Qi, H.", TITLE = "Multimodal weighted dictionary learning", BOOKTITLE = AVSS16, YEAR = "2016", PAGES = "173-179", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127394"} @inproceedings{bb131339, AUTHOR = "Taalimi, A. and Rahimpour, A. and Capdevila, C. and Zhang, Z.F. and Qi, H.R.", TITLE = "Robust coupling in space of sparse codes for multi-view recognition", BOOKTITLE = ICIP16, YEAR = "2016", PAGES = "3897-3901", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127395"} @inproceedings{bb131340, AUTHOR = "Rong, Y. and Xiong, S.W. and Gao, Y.S.", TITLE = "Discriminative dictionary pair learning from partially labeled data", BOOKTITLE = ICIP16, YEAR = "2016", PAGES = "719-723", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127396"} @inproceedings{bb131341, AUTHOR = "Marsousi, M. and Li, X.Y. and Plataniotis, K.N.", TITLE = "Shape-included label-consistent discriminative dictionary learning: An approach to detect and segment multi-class objects in images", BOOKTITLE = ICIP16, YEAR = "2016", PAGES = "729-733", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127397"} @inproceedings{bb131342, AUTHOR = "Reichman, D. and Malof, J.M. and Collins, L.M.", TITLE = "Leveraging seed dictionaries to improve dictionary learning", BOOKTITLE = ICIP16, YEAR = "2016", PAGES = "3723-3727", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127398"} @inproceedings{bb131343, AUTHOR = "Matiz, S. and Barner, K.E.", TITLE = "Label consistent recursive least squares dictionary learning for image classification", BOOKTITLE = ICIP16, YEAR = "2016", PAGES = "1888-1892", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127399"} @inproceedings{bb131344, AUTHOR = "Cui, S.Y. and Schwarz, G. and Datcu, M.", TITLE = "Image classification: No features, no clustering", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "1960-1964", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127400"} @inproceedings{bb131345, AUTHOR = "Guo, J. and Guo, Y.Q. and Li, Y. and Wang, B. and Li, M.", TITLE = "Locality sensitive discriminative dictionary learning", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "1558-1562", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127401"} @inproceedings{bb131346, AUTHOR = "Liu, B.D. and Shen, B. and Li, X.", TITLE = "Locality sensitive dictionary learning for image classification", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "3807-3811", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127402"} @inproceedings{bb131347, AUTHOR = "Haghiri, S. and Rabiee, H.R. and Soltani Farani, A. and Hosseini, S.A. and Shadloo, M.", TITLE = "Locality preserving discriminative dictionary learning", BOOKTITLE = ICIP14, YEAR = "2014", PAGES = "5242-5246", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127403"} @inproceedings{bb131348, AUTHOR = "Cai, S. and Zuo, W.M. and Zhang, L. and Feng, X.C. and Wang, P.", TITLE = "Support Vector Guided Dictionary Learning", BOOKTITLE = ECCV14, YEAR = "2014", PAGES = "IV: 624-639", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127404"} @inproceedings{bb131349, AUTHOR = "Chen, Z.Y. and Wu, Y.", TITLE = "Robust Dictionary Learning by Error Source Decomposition", BOOKTITLE = ICCV13, YEAR = "2013", PAGES = "2216-2223", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127405"} @inproceedings{bb131350, AUTHOR = "Hawe, S. and Seibert, M. and Kleinsteuber, M.", TITLE = "Separable Dictionary Learning", BOOKTITLE = CVPR13, YEAR = "2013", PAGES = "438-445", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127406"} @inproceedings{bb131351, AUTHOR = "Lian, X.C. and Li, Z.W. and Lu, B.L. and Zhang, L.", TITLE = "Max-Margin Dictionary Learning for Multiclass Image Categorization", BOOKTITLE = ECCV10, YEAR = "2010", PAGES = "IV: 157-170", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127407"} @inproceedings{bb131352, AUTHOR = "Ramirez, I. and Sprechmann, P. and Sapiro, G.", TITLE = "Classification and clustering via dictionary learning with structured incoherence and shared features", BOOKTITLE = CVPR10, YEAR = "2010", PAGES = "3501-3508", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127408"} @inproceedings{bb131353, AUTHOR = "Zhang, R.G. and Wang, C.H. and Xiao, B.H.", TITLE = "A strategy of classification via sparse dictionary learned by non-negative K-SVD", BOOKTITLE = Subspace09, YEAR = "2009", PAGES = "117-122", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT127409"} @article{bb131354, AUTHOR = "Verbeek, J.J. and Vlassis, N.", TITLE = "Gaussian fields for semi-supervised regression and correspondence learning", JOURNAL = PR, VOLUME = "39", YEAR = "2006", NUMBER = "10", MONTH = "October", PAGES = "1864-1875", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127410"} @article{bb131355, AUTHOR = "Ng, M.K. and Chan, E.Y. and So, M.M.C. and Ching, W.K.", TITLE = "A semi-supervised regression model for mixed numerical and categorical variables", JOURNAL = PR, VOLUME = "40", YEAR = "2007", NUMBER = "6", MONTH = "June", PAGES = "1745-1752", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127411"} @article{bb131356, AUTHOR = "Angelini, L. and Marinazzo, D. and Pellicoro, M. and Stramaglia, S.", TITLE = "Semi-supervised learning by search of optimal target vector", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "1", MONTH = "January", PAGES = "34-39", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127412"} @article{bb131357, AUTHOR = "Begleiter, R. and El Yaniv, R. and Pechyony, D.", TITLE = "Repairing self-confident active-transductive learners using systematic exploration", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "9", MONTH = "July", PAGES = "1245-1251", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127413"} @article{bb131358, AUTHOR = "Come, E. and Oukhellou, L. and Denoeux, T. and Aknin, P.", TITLE = "Learning from partially supervised data using mixture models and belief functions", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "3", MONTH = "March", PAGES = "334-348", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127414"} @article{bb131359, AUTHOR = "Wang, J.D. and Wang, F. and Zhang, C.S. and Shen, H.C. and Quan, L.", TITLE = "Linear Neighborhood Propagation and Its Applications", JOURNAL = PAMI, VOLUME = "31", YEAR = "2009", NUMBER = "9", MONTH = "September", PAGES = "1600-1615", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127415"} @inproceedings{bb131360, AUTHOR = "Wang, F. and Zhang, C.S. and Shen, H.C. and Wang, J.D.", TITLE = "Semi-Supervised Classification Using Linear Neighborhood Propagation", BOOKTITLE = CVPR06, YEAR = "2006", PAGES = "I: 160-167", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127416"} @article{bb131361, AUTHOR = "Mallapragada, P.K. and Jin, R. and Jain, A.K. and Liu, Y.", TITLE = "SemiBoost: Boosting for Semi-Supervised Learning", JOURNAL = PAMI, VOLUME = "31", YEAR = "2009", NUMBER = "11", MONTH = "November", PAGES = "2000-2014", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127417"} @inproceedings{bb131362, AUTHOR = "Mallapragada, P.K. and Jin, R. and Jain, A.K.", TITLE = "Active query selection for semi-supervised clustering", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127418"} @inproceedings{bb131363, AUTHOR = "Mallapragada, P.K. and Jin, R. and Jain, A.K.", TITLE = "Online visual vocabulary pruning using pairwise constraints", BOOKTITLE = CVPR10, YEAR = "2010", PAGES = "3073-3080", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127419"} @article{bb131364, AUTHOR = "Liu, B. and Wang, M. and Hong, R. and Zha, Z. and Hua, X.S.", TITLE = "Joint Learning of Labels and Distance Metric", JOURNAL = SMC-B, VOLUME = "40", YEAR = "2010", NUMBER = "3", MONTH = "June", PAGES = "973-978", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127420"} @article{bb131365, AUTHOR = "Chen, K. and Wang, S.H.", TITLE = "Semi-Supervised Learning via Regularized Boosting Working on Multiple Semi-Supervised Assumptions", JOURNAL = PAMI, VOLUME = "33", YEAR = "2011", NUMBER = "1", MONTH = "January", PAGES = "129-143", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127421"} @article{bb131366, AUTHOR = "Chen, X.M. and Liu, W.Q. and Qiu, H.N. and Lai, J.H.", TITLE = "APSCAN: A parameter free algorithm for clustering", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "7", MONTH = "May", PAGES = "973-986", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127422"} @inproceedings{bb131367, AUTHOR = "Qiu, H.N. and Lai, J.H. and Huang, J. and Chen, Y.", TITLE = "Semi-supervised discriminant analysis based on UDP regularization", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127423"} @article{bb131368, AUTHOR = "Adankon, M.M. and Cheriet, M.", TITLE = "Help-Training for semi-supervised support vector machines", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "9", MONTH = "September", PAGES = "2220-2230", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127424"} @inproceedings{bb131369, AUTHOR = "Adankon, M.M. and Cheriet, M.", TITLE = "Help-training for semi-supervised discriminative classifiers. Application to SVM", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127425"} @article{bb131370, AUTHOR = "Monaco, J.P. and Madabhushi, A.", TITLE = "Weighted Maximum Posterior Marginals for Random Fields Using an Ensemble of Conditional Densities From Multiple Markov Chain Monte Carlo Simulations", JOURNAL = MedImg, VOLUME = "30", YEAR = "2011", NUMBER = "7", MONTH = "July", PAGES = "1353-1364", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127426"} @article{bb131371, AUTHOR = "Yang, T. and Priebe, C.E.", TITLE = "The Effect of Model Misspecification on Semi-Supervised Classification", JOURNAL = PAMI, VOLUME = "33", YEAR = "2011", NUMBER = "10", MONTH = "October", PAGES = "2093-2103", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127427"} @article{bb131372, AUTHOR = "Jiao, L.C. and Shang, F.H. and Wang, F. and Liu, Y.Y.", TITLE = "Fast semi-supervised clustering with enhanced spectral embedding", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "12", MONTH = "December", PAGES = "4358-4369", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127428"} @article{bb131373, AUTHOR = "Yang, B. and Zhang, X.T. and Nie, F.P. and Wang, F.", TITLE = "Fast Multiview Clustering With Spectral Embedding", JOURNAL = IP, VOLUME = "31", YEAR = "2022", PAGES = "3884-3895", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127429"} @article{bb131374, AUTHOR = "Chang, C.C. and Chen, H.Y.", TITLE = "Semi-supervised clustering with discriminative random fields", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "12", MONTH = "December", PAGES = "4402-4413", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127430"} @article{bb131375, AUTHOR = "Liu, W. and Wang, J. and Chang, S.F.", TITLE = "Robust and Scalable Graph-Based Semisupervised Learning", JOURNAL = PIEEE, VOLUME = "100", YEAR = "2012", NUMBER = "9", MONTH = "September", PAGES = "2624-2638", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127431"} @article{bb131376, AUTHOR = "Wang, J. and Kumar, S. and Chang, S.F.", TITLE = "Semi-Supervised Hashing for Large-Scale Search", JOURNAL = PAMI, VOLUME = "34", YEAR = "2012", NUMBER = "12", MONTH = "December", PAGES = "2393-2406", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127432"} @article{bb131377, AUTHOR = "Astudillo, C.A. and Oommen, B.J.", TITLE = "On achieving semi-supervised pattern recognition by utilizing tree-based SOMs", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "1", MONTH = "January", PAGES = "293-304", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127433"} @article{bb131378, AUTHOR = "Joshi, A.J. and Porikli, F.M. and Papanikolopoulos, N.P.", TITLE = "Scalable Active Learning for Multiclass Image Classification", JOURNAL = PAMI, VOLUME = "34", YEAR = "2012", NUMBER = "11", MONTH = "November", PAGES = "2259-2273", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127434"} @inproceedings{bb131379, AUTHOR = "Joshi, A.J. and Porikli, F.M. and Papanikolopoulos, N.P.", TITLE = "Breaking the interactive bottleneck in multi-class classification with active selection and binary feedback", BOOKTITLE = CVPR10, YEAR = "2010", PAGES = "2995-3002", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127435"} @inproceedings{bb131380, AUTHOR = "Joshi, A.J. and Porikli, F.M. and Papanikolopoulos, N.P.", TITLE = "Multi-class active learning for image classification", BOOKTITLE = CVPR09, YEAR = "2009", PAGES = "2372-2379", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127436"} @article{bb131381, AUTHOR = "Fu, M. and Luo, B. and Kong, M.", TITLE = "Semi-supervised manifold learning based on 2-fold weights", JOURNAL = IET-CV, VOLUME = "6", YEAR = "2012", NUMBER = "4", PAGES = "348-354", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127437"} @article{bb131382, AUTHOR = "Czaja, W. and Ehler, M.", TITLE = "Schroedinger Eigenmaps for the Analysis of Biomedical Data", JOURNAL = PAMI, VOLUME = "35", YEAR = "2013", NUMBER = "5", MONTH = "May", PAGES = "1274-1280", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127438"} @article{bb131383, AUTHOR = "Wang, C.D. and Lai, J.H. and Suen, C.Y. and Zhu, J.Y.", TITLE = "Multi-Exemplar Affinity Propagation", JOURNAL = PAMI, VOLUME = "35", YEAR = "2013", NUMBER = "9", PAGES = "2223-2237", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127439"} @article{bb131384, AUTHOR = "Huang, G. and Song, S.J. and Gupta, J.N.D. and Wu, C.", TITLE = "A second order cone programming approach for semi-supervised learning", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "12", PAGES = "3548-3558", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127440"} @article{bb131385, AUTHOR = "Xing, X.L. and Yu, Y. and Jiang, H. and Du, S.", TITLE = "A multi-manifold semi-supervised Gaussian mixture model for pattern classification", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "16", PAGES = "2118-2125", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127441"} @article{bb131386, AUTHOR = "He, P. and Xu, X.H. and Hu, K. and Chen, L.", TITLE = "Semi-supervised clustering via multi-level random walk", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "2", PAGES = "820-832", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127442"} @article{bb131387, AUTHOR = "Schwenker, F. and Trentin, E.", TITLE = "Partially supervised learning for pattern recognition", JOURNAL = PRL, VOLUME = "37", YEAR = "2014", NUMBER = "1", PAGES = "1-3", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127443"} @article{bb131388, AUTHOR = "Schwenker, F. and Trentin, E.", TITLE = "Pattern classification and clustering: A review of partially supervised learning approaches", JOURNAL = PRL, VOLUME = "37", YEAR = "2014", NUMBER = "1", PAGES = "4-14", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127444"} @article{bb131389, AUTHOR = "Lausser, L. and Schmid, F. and Schmid, M. and Kestler, H.A.", TITLE = "Unlabeling data can improve classification accuracy", JOURNAL = PRL, VOLUME = "37", YEAR = "2014", NUMBER = "1", PAGES = "15-23", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127445"} @article{bb131390, AUTHOR = "Zeyl, T.J. and Chau, T.", TITLE = "A case study of linear classifiers adapted using imperfect labels derived from human event-related potentials", JOURNAL = PRL, VOLUME = "37", YEAR = "2014", NUMBER = "1", PAGES = "54-62", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127446"} @article{bb131391, AUTHOR = "Lai, H.P. and Visani, M. and Boucher, A. and Ogier, J.M.", TITLE = "A new interactive semi-supervised clustering model for large image database indexing", JOURNAL = PRL, VOLUME = "37", YEAR = "2014", NUMBER = "1", PAGES = "94-106", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127447"} @article{bb131392, AUTHOR = "Lai, H.P. and Visani, M. and Boucher, A. and Ogier, J.M.", TITLE = "Towards an interactive index structuring system for content-based image retrieval in large image databases", JOURNAL = ELCVIA, VOLUME = "13", YEAR = "2014", NUMBER = "2", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127448"} @article{bb131393, AUTHOR = "Castelli, I. and Trentin, E.", TITLE = "Combination of supervised and unsupervised learning for training the activation functions of neural networks", JOURNAL = PRL, VOLUME = "37", YEAR = "2014", NUMBER = "1", PAGES = "178-191", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127449"} @article{bb131394, AUTHOR = "Yoshiyama, K. and Sakurai, A.", TITLE = "Laplacian minimax probability machine", JOURNAL = PRL, VOLUME = "37", YEAR = "2014", NUMBER = "1", PAGES = "192-200", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127450"} @article{bb131395, AUTHOR = "Le, T.B. and Kim, S.W.", TITLE = "Modified criterion to select useful unlabeled data for improving semi-supervised support vector machines", JOURNAL = PRL, VOLUME = "60-61", YEAR = "2015", NUMBER = "1", PAGES = "48-56", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127451"} @article{bb131396, AUTHOR = "Alkama, S. and Desquesnes, X. and El Moataz, A.", TITLE = "Infinity Laplacian on graphs with gradient terms for image and data clustering", JOURNAL = PRL, VOLUME = "41", YEAR = "2014", NUMBER = "1", PAGES = "65-72", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127452"} @article{bb131397, AUTHOR = "Biswas, A. and Jacobs, D.W.", TITLE = "Active Image Clustering with Pairwise Constraints from Humans", JOURNAL = IJCV, VOLUME = "108", YEAR = "2014", NUMBER = "1-2", MONTH = "May", PAGES = "133-147", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127453"} @inproceedings{bb131398, AUTHOR = "Biswas, A. and Jacobs, D.W.", TITLE = "Active image clustering: Seeking constraints from humans to complement algorithms", BOOKTITLE = CVPR12, YEAR = "2012", PAGES = "2152-2159", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127454"} @article{bb131399, AUTHOR = "Biswas, A. and Jacobs, D.W.", TITLE = "Active subclustering", JOURNAL = CVIU, VOLUME = "125", YEAR = "2014", NUMBER = "1", PAGES = "72-84", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127455"}