@inproceedings{bb130800, AUTHOR = "Mukuta, Y. and Harada, T.", TITLE = "Kernel Approximation via Empirical Orthogonal Decomposition for Unsupervised Feature Learning", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "5222-5230", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126858"} @inproceedings{bb130801, AUTHOR = "Pathak, D. and Krahenbuhl, P. and Donahue, J. and Darrell, T.J. and Efros, A.A.", TITLE = "Context Encoders: Feature Learning by Inpainting", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "2536-2544", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126859"} @inproceedings{bb130802, AUTHOR = "Yang, J. and Parikh, D. and Batra, D.", TITLE = "Joint Unsupervised Learning of Deep Representations and Image Clusters", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "5147-5156", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126860"} @inproceedings{bb130803, AUTHOR = "Li, Y. and Huang, C. and Tang, X. and Loy, C.C.", TITLE = "Learning to Disambiguate by Asking Discriminative Questions", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "3439-3448", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126861"} @inproceedings{bb130804, AUTHOR = "Huang, C. and Loy, C.C. and Tang, X.", TITLE = "Unsupervised Learning of Discriminative Attributes and Visual Representations", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "5175-5184", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126862"} @inproceedings{bb130805, AUTHOR = "Wang, J. and Miao, Y. and Khamis, A. and Karray, F. and Liang, J.", TITLE = "Adaptation Approaches in Unsupervised Learning: A Survey of the State-of-the-Art and Future Directions", BOOKTITLE = ICIAR16, YEAR = "2016", PAGES = "3-11", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126863"} @inproceedings{bb130806, AUTHOR = "Afonso, M. and Teixeira, L.F.", TITLE = "Experimental Evaluation of the Bag-of-Features Model for Unsupervised Learning of Images", BOOKTITLE = BMVC15, YEAR = "2015", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126864"} @inproceedings{bb130807, AUTHOR = "Tariq, A. and Foroosh, H.", TITLE = "T-clustering: Image clustering by tensor decomposition", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "4803-4807", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126865"} @inproceedings{bb130808, AUTHOR = "Grozavu, N. and Rogovschi, N. and Cabanes, G. and Troya Galvis, A. and Gancarski, P.", TITLE = "VHR satellite image segmentation based on topological unsupervised learning", BOOKTITLE = MVA15, YEAR = "2015", PAGES = "543-546", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126866"} @inproceedings{bb130809, AUTHOR = "Jhuo, I.H. and Gao, S.H. and Zhuang, L.S. and Lee, D.T. and Ma, Y.", TITLE = "Unsupervised Feature Learning for RGB-D Image Classification", BOOKTITLE = ACCV14, YEAR = "2014", PAGES = "I: 276-289", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126867"} @inproceedings{bb130810, AUTHOR = "Momtaz, R. and Mohssen, N. and Gowayyed, M.A.", TITLE = "DWOF: A Robust Density-Based Outlier Detection Approach", BOOKTITLE = IbPRIA13, YEAR = "2013", PAGES = "517-525", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126868"} @inproceedings{bb130811, AUTHOR = "Dai, D.X. and Van Gool, L.J.", TITLE = "Ensemble Projection for Semi-supervised Image Classification", BOOKTITLE = ICCV13, YEAR = "2013", PAGES = "2072-2079", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126869"} @inproceedings{bb130812, AUTHOR = "Dai, D.X. and Prasad, M. and Leistner, C. and Van Gool, L.J.", TITLE = "Ensemble Partitioning for Unsupervised Image Categorization", BOOKTITLE = ECCV12, YEAR = "2012", PAGES = "III: 483-496", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126870"} @inproceedings{bb130813, AUTHOR = "Pan, G.D. and Shang, L.F. and Schnieders, D. and Wong, K.Y.K.", TITLE = "Mode Seeking with an Adaptive Distance Measure", BOOKTITLE = ARTEMIS12, YEAR = "2012", PAGES = "III: 213-222", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126871"} @inproceedings{bb130814, AUTHOR = "He, P. and Xu, X.H. and Chen, L.", TITLE = "Constrained Clustering with Local Constraint Propagation", BOOKTITLE = ARTEMIS12, YEAR = "2012", PAGES = "III: 223-232", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126872"} @inproceedings{bb130815, AUTHOR = "Hu, D. and Bo, L.F. and Ren, X.F.", TITLE = "Toward Robust Material Recognition for Everyday Objects", BOOKTITLE = BMVC11, YEAR = "2011", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126873"} @inproceedings{bb130816, AUTHOR = "Oliveira, L.O.V.B. and Drummond, I.N.", TITLE = "Real-Valued Negative Selection (RNS) for Classification Task", BOOKTITLE = "ICPR-Contests10", YEAR = "2010", PAGES = "66-74", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126874"} @inproceedings{bb130817, AUTHOR = "Li, Z.W. and Pan, Z.K. and Ni, M.J.", TITLE = "An unsupervised model for image classification", BOOKTITLE = IASP10, YEAR = "2010", PAGES = "38-40", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126875"} @inproceedings{bb130818, AUTHOR = "Shapira, L. and Avidan, S. and Shamir, A.", TITLE = "Mode-detection via median-shift", BOOKTITLE = ICCV09, YEAR = "2009", PAGES = "1909-1916", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126876"} @inproceedings{bb130819, AUTHOR = "Chen, Y.L. and Zheng, Y.F.", TITLE = "Margin and domain integrated classification", BOOKTITLE = ICIP09, YEAR = "2009", PAGES = "2061-2064", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126877"} @inproceedings{bb130820, AUTHOR = "Cruz, B. and Barron, R. and Sossa, H.", TITLE = "A New Unsupervised Learning for Clustering Using Geometric Associative Memories", BOOKTITLE = CIARP09, YEAR = "2009", PAGES = "239-246", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126878"} @inproceedings{bb130821, AUTHOR = "Gilani, S.Z. and Rao, N.I.", TITLE = "Fast Block Clustering Based Optimized Adaptive Mediod Shift", BOOKTITLE = CAIP09, YEAR = "2009", PAGES = "435-443", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126879"} @inproceedings{bb130822, AUTHOR = "Singh, A. and Jaikumar, P. and Mitra, S.K.", TITLE = "A Bayesian Learning Based Approach for Clustering of Satellite Images", BOOKTITLE = ICCVGIP08, YEAR = "2008", PAGES = "187-192", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126880"} @inproceedings{bb130823, AUTHOR = "Chang, Y.C. and Lee, D.J. and Archibald, J. and Hong, Y.", TITLE = "Unsupervised clustering using hyperclique pattern constraints", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126881"} @inproceedings{bb130824, AUTHOR = "Bai, X.X. and Chen, G. and Lin, Z.L. and Yin, W.J. and Dong, J.", TITLE = "Improving image clustering: An unsupervised feature weight learning framework", BOOKTITLE = ICIP08, YEAR = "2008", PAGES = "977-980", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126882"} @inproceedings{bb130825, AUTHOR = "Gibert, K. and Rodriguez Silva, G.", TITLE = "Identification of More Characteristic Dynamic Patterns in a WWTP by CIBRxE", BOOKTITLE = CIARP08, YEAR = "2008", PAGES = "372-380", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126883"} @inproceedings{bb130826, AUTHOR = "Inoue, K. and Urahama, K.", TITLE = "Hierarchically Distributed Dynamic Mean Shift", BOOKTITLE = ICIP07, YEAR = "2007", PAGES = "I: 269-272", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126884"} @inproceedings{bb130827, AUTHOR = "Lange, T. and Law, M.H.C. and Jain, A.K. and Buhmann, J.M.", TITLE = "Learning with Constrained and Unlabelled Data", BOOKTITLE = CVPR05, YEAR = "2005", PAGES = "I: 731-738", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126885"} @inproceedings{bb130828, AUTHOR = "Furao, S. and Hasegawa, O.", TITLE = "An On-Line Learning Mechanism for Unsupervised Classification and Topology Representation", BOOKTITLE = CVPR05, YEAR = "2005", PAGES = "I: 651-656", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126886"} @inproceedings{bb130829, AUTHOR = "Robles Kelly, A. and Hancock, E.R.", TITLE = "Pairwise Clustering with Matrix Factorisation and the EM Algorithm", BOOKTITLE = ECCV02, YEAR = "2002", PAGES = "II: 63 ff.", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126887"} @inproceedings{bb130830, AUTHOR = "Zhu, Y. and Comaniciu, D. and Schwartz, S. and Ramesh, V.", TITLE = "Multimodal Data Representations with Parameterized Local Structures", BOOKTITLE = ECCV02, YEAR = "2002", PAGES = "I: 173 ff.", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126888"} @inproceedings{bb130831, AUTHOR = "Boujemaa, N.", TITLE = "On Competitive Unsupervised Clustering", BOOKTITLE = ICPR00, YEAR = "2000", PAGES = "Vol I: 631-634", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126889"} @inproceedings{bb130832, AUTHOR = "Nowak, R.D. and Figueiredo, M.A.T.", TITLE = "Unsupervised Segmentation of Poisson Data", BOOKTITLE = ICPR00, YEAR = "2000", PAGES = "Vol III: 155-158", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126890"} @inproceedings{bb130833, AUTHOR = "Stauffer, C.", TITLE = "Minimally-supervised classification using multiple observation sets", BOOKTITLE = ICCV03, YEAR = "2003", PAGES = "297-304", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126891"} @inproceedings{bb130834, AUTHOR = "Stauffer, C.", TITLE = "Minimally Supervised Classification", BOOKTITLE = DARPA98, YEAR = "1998", PAGES = "145-150", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126892"} @inproceedings{bb130835, AUTHOR = "Franti, P. and Kivijarvi, J.", TITLE = "Random Swapping Technique for Improving Clustering in Unsupervised Classification", BOOKTITLE = SCIA99, YEAR = "1999", PAGES = "Pattern Recognition I", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126893"} @inproceedings{bb130836, AUTHOR = "Descombes, X. and Kruggel, F. and Palubinskas, G.", TITLE = "An Unsupervised Clustering Method Using the Entropy Minimization", BOOKTITLE = ICPR98, YEAR = "1998", PAGES = "Vol II: 1816-1818", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126894"} @article{bb130837, AUTHOR = "Renyi, A.", TITLE = "On Measures of Entropy and Information", JOURNAL = Conference, YEAR = "1960", PAGES = "547-561", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT126895"} @article{bb130838, AUTHOR = "Rebollo Neira, L.", TITLE = "Dictionary redundancy elimination", JOURNAL = VISP, VOLUME = "151", YEAR = "2004", NUMBER = "1", MONTH = "February", PAGES = "31-34", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126896"} @article{bb130839, AUTHOR = "Peyre, G. and Fadili, J.M. and Starck, J.L.", TITLE = "Learning The Morphological Diversity", JOURNAL = SIIMS, VOLUME = "3", YEAR = "2010", NUMBER = "3", PAGES = "646-669", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126897"} @article{bb130840, AUTHOR = "Li, Y.F. and Feng, X.C.", TITLE = "Image decomposition via learning the morphological diversity", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "2", MONTH = "January", PAGES = "111-120", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126898"} @article{bb130841, AUTHOR = "Castrodad, A. and Xing, Z.M. and Greer, J.B. and Bosch, E. and Carin, L. and Sapiro, G.", TITLE = "Learning Discriminative Sparse Representations for Modeling, Source Separation, and Mapping of Hyperspectral Imagery", JOURNAL = GeoRS, VOLUME = "49", YEAR = "2011", NUMBER = "11", MONTH = "November", PAGES = "4263-4281", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126899"} @inproceedings{bb130842, AUTHOR = "Castrodad, A. and Xing, Z.M. and Greer, J.B. and Bosch, E. and Carin, L. and Sapiro, G.", TITLE = "Discriminative sparse representations in hyperspectral imagery", BOOKTITLE = ICIP10, YEAR = "2010", PAGES = "1313-1316", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126900"} @article{bb130843, AUTHOR = "Xing, Z.M. and Zhou, M.Y. and Castrodad, A. and Sapiro, G. and Carin, L.", TITLE = "Dictionary Learning for Noisy and Incomplete Hyperspectral Images", JOURNAL = SIIMS, VOLUME = "5", YEAR = "2012", NUMBER = "1 2012", PAGES = "33-56", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126901"} @article{bb130844, AUTHOR = "Zhou, M.Y. and Carin, L.", TITLE = "Negative Binomial Process Count and Mixture Modeling", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "2", MONTH = "February", PAGES = "307-320", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126902"} @article{bb130845, AUTHOR = "Liu, Q.G. and Wang, S.S. and Luo, J.H.", TITLE = "A novel predual dictionary learning algorithm", JOURNAL = JVCIR, VOLUME = "23", YEAR = "2012", NUMBER = "1", MONTH = "January", PAGES = "182-193", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126903"} @article{bb130846, AUTHOR = "Feldman, D. and Feigin, M. and Sochen, N.A.", TITLE = "Learning Big (Image) Data via Coresets for Dictionaries", JOURNAL = JMIV, VOLUME = "46", YEAR = "2013", NUMBER = "3", MONTH = "July", PAGES = "276-291", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126904"} @inproceedings{bb130847, AUTHOR = "Feigin, M. and Feldman, D. and Sochen, N.A.", TITLE = "From High Definition Image to Low Space Optimization", BOOKTITLE = SSVM11, YEAR = "2011", PAGES = "459-470", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126905"} @article{bb130848, AUTHOR = "Sahoo, S.K. and Makur, A.", TITLE = "Dictionary Training for Sparse Representation as Generalization of K-Means Clustering", JOURNAL = SPLetters, VOLUME = "20", YEAR = "2013", NUMBER = "6", PAGES = "587-590", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126906"} @article{bb130849, AUTHOR = "Sadeghi, M. and Babaie Zadeh, M. and Jutten, C.", TITLE = "Dictionary Learning for Sparse Representation: A Novel Approach", JOURNAL = SPLetters, VOLUME = "20", YEAR = "2013", NUMBER = "12", PAGES = "1195-1198", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126907"} @article{bb130850, AUTHOR = "Jiang, Z.L. and Lin, Z. and Davis, L.S.", TITLE = "Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition", JOURNAL = PAMI, VOLUME = "35", YEAR = "2013", NUMBER = "11", PAGES = "2651-2664", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126908"} @article{bb130851, AUTHOR = "Zhou, Y. and Barner, K.E.", TITLE = "Locality Constrained Dictionary Learning for Nonlinear Dimensionality Reduction", JOURNAL = SPLetters, VOLUME = "20", YEAR = "2013", NUMBER = "4", MONTH = "April", PAGES = "335-338", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126909"} @article{bb130852, AUTHOR = "Feng, Z.Z. and Yang, M. and Zhang, L. and Liu, Y. and Zhang, D.", TITLE = "Joint Discriminative Dimensionality Reduction and Dictionary Learning for Face Recognition", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "8", MONTH = "August", PAGES = "2134-2143", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126910"} @article{bb130853, AUTHOR = "Yang, M. and Feng, Z.Z. and Shiu, S.C.K. and Zhang, L.", TITLE = "Fast and robust face recognition via coding residual map learning based adaptive masking", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "2", PAGES = "535-543", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126911"} @article{bb130854, AUTHOR = "Li, P. and Zeng, H. and Wang, Q. and Shiu, S.C.K. and Zhang, L.", TITLE = "High-Order Local Pooling and Encoding Gaussians Over a Dictionary of Gaussians", JOURNAL = IP, VOLUME = "26", YEAR = "2017", NUMBER = "7", MONTH = "July", PAGES = "3372-3384", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126912"} @article{bb130855, AUTHOR = "Cao, X.C. and Wei, X.X. and Han, Y.H. and Yang, Y. and Sebe, N. and Hauptmann, A.G.", TITLE = "Unified Dictionary Learning and Region Tagging with Hierarchical Sparse Representation", JOURNAL = CVIU, VOLUME = "117", YEAR = "2013", NUMBER = "8", MONTH = "August", PAGES = "934-946", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126913"} @article{bb130856, AUTHOR = "Yang, Y. and Ma, Z.G. and Nie, F.P. and Chang, X.J. and Hauptmann, A.G.", TITLE = "Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization", JOURNAL = IJCV, VOLUME = "113", YEAR = "2015", NUMBER = "2", MONTH = "June", PAGES = "113-127", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126914"} @article{bb130857, AUTHOR = "Liang, J. and Zhang, M. and Zeng, X. and Yu, G.", TITLE = "Distributed Dictionary Learning for Sparse Representation in Sensor Networks", JOURNAL = IP, VOLUME = "23", YEAR = "2014", NUMBER = "6", MONTH = "June", PAGES = "2528-2541", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126915"} @article{bb130858, AUTHOR = "Rusu, C. and Dumitrescu, B. and Tsaftaris, S.A.", TITLE = "Explicit Shift-Invariant Dictionary Learning", JOURNAL = SPLetters, VOLUME = "21", YEAR = "2014", NUMBER = "1", MONTH = "January", PAGES = "6-9", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126916"} @article{bb130859, AUTHOR = "Soltani Farani, A. and Rabiee, H.R. and Hosseini, S.A.", TITLE = "Spatial-Aware Dictionary Learning for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "53", YEAR = "2015", NUMBER = "1", MONTH = "January", PAGES = "527-541", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126917"} @article{bb130860, AUTHOR = "Tillmann, A.M.", TITLE = "On the Computational Intractability of Exact and Approximate Dictionary Learning", JOURNAL = SPLetters, VOLUME = "22", YEAR = "2015", NUMBER = "1", MONTH = "January", PAGES = "45-49", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126918"} @article{bb130861, AUTHOR = "Abrol, V. and Sharma, P. and Sao, A.K.", TITLE = "Greedy dictionary learning for kernel sparse representation based classifier", JOURNAL = PRL, VOLUME = "78", YEAR = "2016", NUMBER = "1", PAGES = "64-69", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126919"} @article{bb130862, AUTHOR = "Wang, Y. and Li, B. and Wang, Y. and Chen, F. and Zhang, B. and Li, Z.D.", TITLE = "Robust Bayesian non-parametric dictionary learning with heterogeneous Gaussian noise", JOURNAL = CVIU, VOLUME = "150", YEAR = "2016", NUMBER = "1", PAGES = "31-43", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126920"} @article{bb130863, AUTHOR = "Wang, Q.L. and Li, P.H. and Zhang, L. and Zuo, W.M.", TITLE = "Towards effective codebookless model for image classification", JOURNAL = PR, VOLUME = "59", YEAR = "2016", NUMBER = "1", PAGES = "63-71", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126921"} @inproceedings{bb130864, AUTHOR = "Wang, Q.L. and Deng, X.N. and Li, P.H. and Zhang, L.", TITLE = "Ask the dictionary: Soft-assignment location-orientation pooling for image classification", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "4570-4574", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126922"} @article{bb130865, AUTHOR = "Liu, G.C. and Liu, Q.S. and Li, P.", TITLE = "Blessing of Dimensionality: Recovering Mixture Data via Dictionary Pursuit", JOURNAL = PAMI, VOLUME = "39", YEAR = "2017", NUMBER = "1", MONTH = "January", PAGES = "47-60", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126923"} @article{bb130866, AUTHOR = "Yang, J. and Yang, M.H.", TITLE = "Top-Down Visual Saliency via Joint CRF and Dictionary Learning", JOURNAL = PAMI, VOLUME = "39", YEAR = "2017", NUMBER = "3", MONTH = "March", PAGES = "576-588", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126924"} @inproceedings{bb130867, AUTHOR = "Yang, M.H. and Yang, J.", TITLE = "Top-Down Visual Saliency via Joint CRF and Dictionary Learning", BOOKTITLE = CVPR12, YEAR = "2012", PAGES = "2296-2303", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126924"} @article{bb130868, AUTHOR = "Kim, S. and Cai, R. and Park, K. and Kim, S. and Sohn, K.", TITLE = "Modality-Invariant Image Classification Based on Modality Uniqueness and Dictionary Learning", JOURNAL = IP, VOLUME = "26", YEAR = "2017", NUMBER = "2", MONTH = "February", PAGES = "884-899", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126925"} @article{bb130869, AUTHOR = "Zhou, P. and Zhang, C. and Lin, Z.", TITLE = "Bilevel Model-Based Discriminative Dictionary Learning for Recognition", JOURNAL = IP, VOLUME = "26", YEAR = "2017", NUMBER = "3", MONTH = "March", PAGES = "1173-1187", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126926"} @article{bb130870, AUTHOR = "Liu, L. and Ma, S.W. and Rui, L. and Lu, J.", TITLE = "Locality constrained dictionary learning for non-linear dimensionality reduction and classification", JOURNAL = IET-CV, VOLUME = "11", YEAR = "2017", NUMBER = "1", MONTH = "February", PAGES = "60-67", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126927"} @article{bb130871, AUTHOR = "Wang, X. and Gu, Y.", TITLE = "Cross-Label Suppression: A Discriminative and Fast Dictionary Learning With Group Regularization", JOURNAL = IP, VOLUME = "26", YEAR = "2017", NUMBER = "8", MONTH = "August", PAGES = "3859-3873", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126928"} @article{bb130872, AUTHOR = "Wang, Z.J. and Wang, Y.H. and Liu, H.W. and Zhang, H.", TITLE = "Structured Kernel Dictionary Learning With Correlation Constraint for Object Recognition", JOURNAL = IP, VOLUME = "26", YEAR = "2017", NUMBER = "9", MONTH = "September", PAGES = "4578-4590", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126929"} @article{bb130873, AUTHOR = "Rong, Y. and Xiong, S.W. and Gao, Y.S.", TITLE = "Low-rank double dictionary learning from corrupted data for robust image classification", JOURNAL = PR, VOLUME = "72", YEAR = "2017", NUMBER = "1", PAGES = "419-432", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126930"} @inproceedings{bb130874, AUTHOR = "Rong, Y. and Xiong, S.W. and Gao, Y.S.", TITLE = "Robust Image Classification via Low-Rank Double Dictionary Learning", BOOKTITLE = MMMod17, YEAR = "2017", PAGES = "I: 316-328", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126931"} @article{bb130875, AUTHOR = "Rong, Y. and Xiong, S.W. and Gao, Y.S.", TITLE = "Double Graph Regularized Double Dictionary Learning for Image Classification", JOURNAL = IP, VOLUME = "29", YEAR = "2020", PAGES = "7707-7721", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126932"} @article{bb130876, AUTHOR = "Vu, T.H. and Monga, V.", TITLE = "Fast Low-Rank Shared Dictionary Learning for Image Classification", JOURNAL = IP, VOLUME = "26", YEAR = "2017", NUMBER = "11", MONTH = "November", PAGES = "5160-5175", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126933"} @inproceedings{bb130877, AUTHOR = "Vu, T.H. and Monga, V.", TITLE = "Learning a low-rank shared dictionary for object classification", BOOKTITLE = ICIP16, YEAR = "2016", PAGES = "4428-4432", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126934"} @article{bb130878, AUTHOR = "Zhang, G. and Sun, H. and Porikli, F.M. and Liu, Y. and Sun, Q.", TITLE = "Optimal Couple Projections for Domain Adaptive Sparse Representation-Based Classification", JOURNAL = IP, VOLUME = "26", YEAR = "2017", NUMBER = "12", MONTH = "December", PAGES = "5922-5935", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126935"} @article{bb130879, AUTHOR = "Zhang, G. and Sun, H. and Zheng, Y. and Xia, G. and Feng, L. and Sun, Q.", TITLE = "Optimal Discriminative Projection for Sparse Representation-Based Classification via Bilevel Optimization", JOURNAL = CirSysVideo, VOLUME = "30", YEAR = "2020", NUMBER = "4", MONTH = "April", PAGES = "1065-1077", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126936"} @article{bb130880, AUTHOR = "Wang, J. and Guo, Y. and Guo, J. and Luo, X. and Kong, X.", TITLE = "Class-Aware Analysis Dictionary Learning for Pattern Classification", JOURNAL = SPLetters, VOLUME = "24", YEAR = "2017", NUMBER = "12", MONTH = "December", PAGES = "1822-1826", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126937"} @article{bb130881, AUTHOR = "Hu, J.L. and Tan, Y.P.", TITLE = "Nonlinear dictionary learning with application to image classification", JOURNAL = PR, VOLUME = "75", YEAR = "2018", NUMBER = "1", PAGES = "282-291", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126938"} @article{bb130882, AUTHOR = "Chun, I.Y. and Fessler, J.A.", TITLE = "Convolutional Dictionary Learning: Acceleration and Convergence", JOURNAL = IP, VOLUME = "27", YEAR = "2018", NUMBER = "4", MONTH = "April", PAGES = "1697-1712", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126939"} @article{bb130883, AUTHOR = "Shu, X.B. and Tang, J.H. and Qi, G.J. and Li, Z.C. and Jiang, Y.G. and Yan, S.C.", TITLE = "Image Classification With Tailored Fine-Grained Dictionaries", JOURNAL = CirSysVideo, VOLUME = "28", YEAR = "2018", NUMBER = "2", MONTH = "February", PAGES = "454-467", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126940"} @article{bb130884, AUTHOR = "Su, H.J. and Zhao, B. and Du, Q. and Du, P.J. and Xue, Z.H.", TITLE = "Multifeature Dictionary Learning for Collaborative Representation Classification of Hyperspectral Imagery", JOURNAL = GeoRS, VOLUME = "56", YEAR = "2018", NUMBER = "4", MONTH = "April", PAGES = "2467-2484", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126941"} @article{bb130885, AUTHOR = "Li, W. and Zhang, Y.X. and Liu, N. and Du, Q. and Tao, R.", TITLE = "Structure-Aware Collaborative Representation for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "9", MONTH = "September", PAGES = "7246-7261", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126942"} @article{bb130886, AUTHOR = "Su, H.J. and Yu, Y. and Du, Q. and Du, P.J.", TITLE = "Ensemble Learning for Hyperspectral Image Classification Using Tangent Collaborative Representation", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "6", MONTH = "June", PAGES = "3778-3790", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126943"} @article{bb130887, AUTHOR = "Su, H.J. and Zhao, B. and Du, Q. and Du, P.J.", TITLE = "Kernel Collaborative Representation With Local Correlation Features for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "2", MONTH = "February", PAGES = "1230-1241", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126944"} @article{bb130888, AUTHOR = "Du, P.J. and Gan, L. and Xia, J.S. and Wang, D.M.", TITLE = "Multikernel Adaptive Collaborative Representation for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "56", YEAR = "2018", NUMBER = "8", MONTH = "August", PAGES = "4664-4677", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126945"} @article{bb130889, AUTHOR = "Liu, Z. and Yu, L. and Sun, H.", TITLE = "Image restoration via Bayesian dictionary learning with nonlocal structured beta process", JOURNAL = JVCIR, VOLUME = "52", YEAR = "2018", PAGES = "159-169", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126946"} @article{bb130890, AUTHOR = "Schmitz, M.A. and Heitz, M. and Bonneel, N. and Ngole, F. and Coeurjolly, D. and Cuturi, M. and Peyre, G. and Starck, J.L.", TITLE = "Wasserstein Dictionary Learning: Optimal Transport-Based Unsupervised Nonlinear Dictionary Learning", JOURNAL = SIIMS, VOLUME = "11", YEAR = "2018", NUMBER = "1", PAGES = "643-678", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126947"} @article{bb130891, AUTHOR = "Wang, S. and Wang, M. and Yang, S. and Zhang, K.", TITLE = "Salient Region Detection via Discriminative Dictionary Learning and Joint Bayesian Inference", JOURNAL = CirSysVideo, VOLUME = "28", YEAR = "2018", NUMBER = "5", MONTH = "May", PAGES = "1116-1129", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126948"} @article{bb130892, AUTHOR = "Zhan, Y.J. and Dai, T. and Huang, J.J. and Dong, Y.S. and Ye, F.W. and Tang, C.", TITLE = "Double iterative optimal dictionary learning-based SAR image filtering method", JOURNAL = SIViP, VOLUME = "12", YEAR = "2018", NUMBER = "4", MONTH = "May", PAGES = "783-790", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126949"} @article{bb130893, AUTHOR = "Liu, J. and Garcia Cardona, C. and Wohlberg, B. and Yin, W.", TITLE = "First- and Second-Order Methods for Online Convolutional Dictionary Learning", JOURNAL = SIIMS, VOLUME = "11", YEAR = "2018", NUMBER = "2", PAGES = "1589-1628", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126950"} @article{bb130894, AUTHOR = "Wang, Y. and Yao, Q.M. and Kwok, J.T. and Ni, L.M.", TITLE = "Scalable Online Convolutional Sparse Coding", JOURNAL = IP, VOLUME = "27", YEAR = "2018", NUMBER = "10", MONTH = "October", PAGES = "4850-4859", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126951"} @article{bb130895, AUTHOR = "Yao, Q.M. and Kwok, J.T. and Wang, T.F. and Liu, T.Y.", TITLE = "Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers", JOURNAL = PAMI, VOLUME = "41", YEAR = "2019", NUMBER = "11", MONTH = "November", PAGES = "2628-2643", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126952"} @article{bb130896, AUTHOR = "Fakhar, B. and Kanan, H.R. and Behrad, A.", TITLE = "Learning an event-oriented and discriminative dictionary based on an adaptive label-consistent K-SVD method for event detection in soccer videos", JOURNAL = JVCIR, VOLUME = "55", YEAR = "2018", PAGES = "489-503", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126953"} @article{bb130897, AUTHOR = "Saragadam, V. and Li, X. and Sankaranarayanan, A.C.", TITLE = "Cross-Scale Predictive Dictionaries", JOURNAL = IP, VOLUME = "28", YEAR = "2019", NUMBER = "2", MONTH = "February", PAGES = "803-814", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126954"} @article{bb130898, AUTHOR = "Anselmi, F. and Evangelopoulos, G. and Rosasco, L. and Poggio, T.", TITLE = "Symmetry-adapted representation learning", JOURNAL = PR, VOLUME = "86", YEAR = "2019", PAGES = "201-208", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126955"} @article{bb130899, AUTHOR = "Zhang, T. and Porikli, F.M.", TITLE = "Cascade residuals guided nonlinear dictionary learning", JOURNAL = CVIU, VOLUME = "173", YEAR = "2018", PAGES = "86-97", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT126956"}