@inproceedings{bb105700,
        AUTHOR = "Zhao, D.L. and Lin, Z.C. and Tang, X.",
        TITLE = "Classification via semi-Riemannian spaces",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT102089"}

@inproceedings{bb105701,
        AUTHOR = "Zhao, D.L. and Lin, Z.C. and Tang, X.",
        TITLE = "Contextual Distance for Data Perception",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT102090"}

@inproceedings{bb105702,
        AUTHOR = "Liu, J.G. and Shah, M.",
        TITLE = "Scene Modeling Using Co-Clustering",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT102091"}

@inproceedings{bb105703,
        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#TT102092"}

@inproceedings{bb105704,
        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#TT102093"}

@inproceedings{bb105705,
        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#TT102094"}

@inproceedings{bb105706,
        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#TT102095"}

@inproceedings{bb105707,
        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#TT102096"}

@inproceedings{bb105708,
        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#TT102097"}

@inproceedings{bb105709,
        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#TT102098"}

@inproceedings{bb105710,
        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#TT102099"}

@inproceedings{bb105711,
        AUTHOR = "Stauffer, C.",
        TITLE = "Minimally Supervised Classification",
        BOOKTITLE = DARPA98,
        YEAR = "1998",
        PAGES = "145-150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT102100"}

@inproceedings{bb105712,
        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#TT102101"}

@inproceedings{bb105713,
        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#TT102102"}

@article{bb105714,
        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#TT102103"}

@article{bb105715,
        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#TT102104"}

@article{bb105716,
        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#TT102105"}

@article{bb105717,
        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#TT102106"}

@article{bb105718,
        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#TT102107"}

@inproceedings{bb105719,
        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#TT102108"}

@article{bb105720,
        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#TT102109"}

@article{bb105721,
        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#TT102110"}

@article{bb105722,
        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#TT102111"}

@article{bb105723,
        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#TT102112"}

@inproceedings{bb105724,
        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#TT102113"}

@article{bb105725,
        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#TT102114"}

@article{bb105726,
        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#TT102115"}

@article{bb105727,
        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#TT102116"}

@article{bb105728,
        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#TT102117"}

@article{bb105729,
        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#TT102118"}

@article{bb105730,
        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#TT102119"}

@article{bb105731,
        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#TT102120"}

@article{bb105732,
        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#TT102121"}

@article{bb105733,
        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#TT102122"}

@article{bb105734,
        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#TT102123"}

@article{bb105735,
        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#TT102124"}

@article{bb105736,
        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#TT102125"}

@article{bb105737,
        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#TT102126"}

@article{bb105738,
        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#TT102127"}

@article{bb105739,
        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#TT102128"}

@article{bb105740,
        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#TT102129"}

@inproceedings{bb105741,
        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#TT102130"}

@article{bb105742,
        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#TT102131"}

@article{bb105743,
        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#TT102132"}

@inproceedings{bb105744,
        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#TT102132"}

@article{bb105745,
        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#TT102133"}

@article{bb105746,
        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#TT102134"}

@article{bb105747,
        AUTHOR = "Liu, L. and Ma, S. 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#TT102135"}

@article{bb105748,
        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#TT102136"}

@article{bb105749,
        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#TT102137"}

@article{bb105750,
        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#TT102138"}

@inproceedings{bb105751,
        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#TT102139"}

@article{bb105752,
        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#TT102140"}

@article{bb105753,
        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#TT102141"}

@inproceedings{bb105754,
        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#TT102142"}

@article{bb105755,
        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#TT102143"}

@article{bb105756,
        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#TT102144"}

@article{bb105757,
        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#TT102145"}

@article{bb105758,
        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#TT102146"}

@article{bb105759,
        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#TT102147"}

@article{bb105760,
        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#TT102148"}

@article{bb105761,
        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#TT102149"}

@article{bb105762,
        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#TT102150"}

@article{bb105763,
        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#TT102151"}

@article{bb105764,
        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#TT102152"}

@article{bb105765,
        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#TT102153"}

@article{bb105766,
        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#TT102154"}

@article{bb105767,
        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#TT102155"}

@article{bb105768,
        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#TT102156"}

@article{bb105769,
        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#TT102157"}

@article{bb105770,
        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#TT102158"}

@article{bb105771,
        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#TT102159"}

@article{bb105772,
        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#TT102160"}

@article{bb105773,
        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#TT102161"}

@article{bb105774,
        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#TT102162"}

@article{bb105775,
        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#TT102163"}

@article{bb105776,
        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#TT102164"}

@inproceedings{bb105777,
        AUTHOR = "Zhang, T. and Porikli, F.M.",
        TITLE = "Sparse Coding on Cascaded Residuals",
        BOOKTITLE = ACCV16,
        YEAR = "2016",
        PAGES = "IV: 19-34",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102165"}

@inproceedings{bb105778,
        AUTHOR = "Xie, Y. and Porikli, F.M. and He, X.M.",
        TITLE = "Object-Aware Dictionary Learning with Deep Features",
        BOOKTITLE = ACCV16,
        YEAR = "2016",
        PAGES = "II: 237-253",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102166"}

@article{bb105779,
        AUTHOR = "Liu, B.D. and Xie, W.Y. and Meng, J. and Li, Y. and Wang, Y.J.",
        TITLE = "Hybrid Collaborative Representation for Remote-Sensing Image Scene
Classification",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102167"}

@article{bb105780,
        AUTHOR = "Liu, B.D. and Meng, J. and Xie, W.Y. and Shao, S. and Li, Y. and Wang, Y.",
        TITLE = "Weighted Spatial Pyramid Matching Collaborative Representation for
Remote-Sensing-Image Scene Classification",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102168"}

@article{bb105781,
        AUTHOR = "Wei, W. and Ma, M.T. and Wang, C. and Zhang, L. and Zhang, P. and Zhang, Y.N.",
        TITLE = "A Novel Analysis Dictionary Learning Model Based Hyperspectral Image
Classification Method",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102169"}

@article{bb105782,
        AUTHOR = "Wu, F. and Dong, X. and Han, L. and Jing, X.Y. and Ji, Y.M.",
        TITLE = "Multi-View Synthesis and Analysis Dictionaries Learning for
Classification",
        JOURNAL = IEICE,
        VOLUME = "E102-D",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "659-662",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102170"}

@article{bb105783,
        AUTHOR = "Song, J.Q. and Xie, X.M. and Shi, G.M. and Dong, W.S.",
        TITLE = "Multi-layer discriminative dictionary learning with locality
constraint for image classification",
        JOURNAL = PR,
        VOLUME = "91",
        YEAR = "2019",
        PAGES = "135-146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102171"}

@article{bb105784,
        AUTHOR = "Peng, G.",
        TITLE = "Adaptive ADMM for Dictionary Learning in Convolutional Sparse
Representation",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3408-3422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102172"}

@article{bb105785,
        AUTHOR = "Tang, H.Z. and Li, X. and Zhang, X.G. and Zhang, D.B. and Mao, L.Z. and Liu, T.",
        TITLE = "Coherence-regularized discriminative dictionary learning for
histopathological image classification",
        JOURNAL = SIViP,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "July",
        PAGES = "923-931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102173"}

@article{bb105786,
        AUTHOR = "Shang, F. and Zhang, H.X. and Sun, J. and Liu, L.",
        TITLE = "Semantic consistency cross-modal dictionary learning with rank
constraint",
        JOURNAL = JVCIR,
        VOLUME = "62",
        YEAR = "2019",
        PAGES = "259-266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102174"}

@article{bb105787,
        AUTHOR = "Song, X.R. and Wu, L.",
        TITLE = "A Novel Hyperspectral Endmember Extraction Algorithm Based on Online
Robust Dictionary Learning",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "15",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102175"}

@article{bb105788,
        AUTHOR = "Mahdizadehaghdam, S. and Panahi, A. and Krim, H. and Dai, L.",
        TITLE = "Deep Dictionary Learning: A PARametric NETwork Approach",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4790-4802",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102176"}

@article{bb105789,
        AUTHOR = "Iqbal, A. and Seghouane, A.",
        TITLE = "An alpha-Divergence-Based Approach for Robust Dictionary Learning",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5729-5739",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102177"}

@article{bb105790,
        AUTHOR = "Miao, J. and Zhou, X. and Huang, T. and Zhang, T. and Zhou, Z.",
        TITLE = "A Novel Inpainting Algorithm for Recovering Landsat-7 ETM+ SLC-OFF
Images Based on the Low-Rank Approximate Regularization Method of
Dictionary Learning With Nonlocal and Nonconvex Models",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "6741-6754",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102178"}

@article{bb105791,
        AUTHOR = "Zheng, Y. and Wang, X. and Zhang, G. and Xiao, B. and Xiao, F. and Zhang, J.",
        TITLE = "Multi-Kernel Coupled Projections for Domain Adaptive Dictionary
Learning",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2292-2304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102179"}

@article{bb105792,
        AUTHOR = "Tang, W. and Panahi, A. and Krim, H. and Dai, L.",
        TITLE = "Analysis Dictionary Learning Based Classification:
Structure for Robustness",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "6035-6046",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102180"}

@article{bb105793,
        AUTHOR = "Veshki, F.G. and Vorobyov, S.A.",
        TITLE = "An Efficient Coupled Dictionary Learning Method",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1441-1445",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102181"}

@article{bb105794,
        AUTHOR = "Ferraris, V. and Dobigeon, N. and Cavalcanti, Y. and Oberlin, T. and Chabert, M.",
        TITLE = "Coupled dictionary learning for unsupervised change detection between
multimodal remote sensing images",
        JOURNAL = CVIU,
        VOLUME = "189",
        YEAR = "2019",
        PAGES = "102817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102182"}

@article{bb105795,
        AUTHOR = "Xu, Y. and Li, Z.M. and Tian, C.W. and Yang, J.",
        TITLE = "Multiple vector representations of images and robust dictionary
learning",
        JOURNAL = PRL,
        VOLUME = "128",
        YEAR = "2019",
        PAGES = "131-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102183"}

@article{bb105796,
        AUTHOR = "Fan, C.D. and Hu, C.H. and Liu, B.",
        TITLE = "Linearized kernel dictionary learning with group sparse priors for
action recognition",
        JOURNAL = VC,
        VOLUME = "35",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1797-1807",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102184"}

@article{bb105797,
        AUTHOR = "Schwab, E. and Haeffele, B.D. and Vidal, R. and Charon, N.",
        TITLE = "Global Optimality in Separable Dictionary Learning with Applications
to the Analysis of Diffusion MRI",
        JOURNAL = SIIMS,
        VOLUME = "12",
        YEAR = "2019",
        NUMBER = "4",
        PAGES = "1967-2008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102185"}

@article{bb105798,
        AUTHOR = "Tim, S.C.W. and Rombaut, M. and Pellerin, D. and Dutt, A.",
        TITLE = "Descriptor extraction based on a multilayer dictionary architecture
for classification of natural images",
        JOURNAL = CVIU,
        VOLUME = "191",
        YEAR = "2020",
        PAGES = "102708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102186"}

@inproceedings{bb105799,
        AUTHOR = "Tim, S.C.W. and Rombaut, M. and Pellerin, D.",
        TITLE = "Multi-layer Dictionary Learning for Image Classification",
        BOOKTITLE = ACIVS16,
        YEAR = "2016",
        PAGES = "522-533",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT102187"}

Last update:Aug 4, 2020 at 13:31:31