@inproceedings{bb144500,
        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#TT140479"}

@inproceedings{bb144501,
        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#TT140480"}

@inproceedings{bb144502,
        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#TT140481"}

@inproceedings{bb144503,
        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#TT140482"}

@inproceedings{bb144504,
        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#TT140483"}

@inproceedings{bb144505,
        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#TT140484"}

@inproceedings{bb144506,
        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#TT140485"}

@inproceedings{bb144507,
        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#TT140486"}

@inproceedings{bb144508,
        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#TT140487"}

@inproceedings{bb144509,
        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#TT140488"}

@inproceedings{bb144510,
        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#TT140489"}

@inproceedings{bb144511,
        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#TT140490"}

@inproceedings{bb144512,
        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#TT140491"}

@inproceedings{bb144513,
        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#TT140492"}

@inproceedings{bb144514,
        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#TT140493"}

@inproceedings{bb144515,
        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#TT140494"}

@inproceedings{bb144516,
        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#TT140495"}

@inproceedings{bb144517,
        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#TT140496"}

@inproceedings{bb144518,
        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#TT140497"}

@inproceedings{bb144519,
        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#TT140498"}

@inproceedings{bb144520,
        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#TT140499"}

@inproceedings{bb144521,
        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#TT140500"}

@inproceedings{bb144522,
        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#TT140501"}

@inproceedings{bb144523,
        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#TT140502"}

@inproceedings{bb144524,
        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#TT140503"}

@inproceedings{bb144525,
        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#TT140504"}

@inproceedings{bb144526,
        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#TT140505"}

@inproceedings{bb144527,
        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#TT140506"}

@inproceedings{bb144528,
        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#TT140507"}

@inproceedings{bb144529,
        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#TT140508"}

@inproceedings{bb144530,
        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#TT140509"}

@inproceedings{bb144531,
        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#TT140510"}

@inproceedings{bb144532,
        AUTHOR = "Stauffer, C.",
        TITLE = "Minimally Supervised Classification",
        BOOKTITLE = DARPA98,
        YEAR = "1998",
        PAGES = "145-150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT140511"}

@inproceedings{bb144533,
        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#TT140512"}

@inproceedings{bb144534,
        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#TT140513"}

@article{bb144535,
        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#TT140514"}

@article{bb144536,
        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#TT140515"}

@article{bb144537,
        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#TT140516"}

@article{bb144538,
        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#TT140517"}

@article{bb144539,
        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#TT140518"}

@inproceedings{bb144540,
        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#TT140519"}

@article{bb144541,
        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#TT140520"}

@article{bb144542,
        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#TT140521"}

@article{bb144543,
        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#TT140522"}

@article{bb144544,
        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#TT140523"}

@inproceedings{bb144545,
        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#TT140524"}

@article{bb144546,
        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#TT140525"}

@article{bb144547,
        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#TT140526"}

@article{bb144548,
        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#TT140527"}

@article{bb144549,
        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#TT140528"}

@article{bb144550,
        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#TT140529"}

@article{bb144551,
        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#TT140530"}

@article{bb144552,
        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#TT140531"}

@article{bb144553,
        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#TT140532"}

@article{bb144554,
        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#TT140533"}

@article{bb144555,
        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#TT140534"}

@article{bb144556,
        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#TT140535"}

@article{bb144557,
        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#TT140536"}

@article{bb144558,
        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#TT140537"}

@article{bb144559,
        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#TT140538"}

@article{bb144560,
        AUTHOR = "Deng, C. and Tang, X. and Yan, J. and Liu, W. and Gao, X.",
        TITLE = "Discriminative Dictionary Learning With Common Label Alignment for
Cross-Modal Retrieval",
        JOURNAL = MultMed,
        VOLUME = "18",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "208-218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140539"}

@article{bb144561,
        AUTHOR = "Mudunuri, S.P. and Biswas, S.",
        TITLE = "A coupled discriminative dictionary and transformation learning
approach with applications to cross domain matching",
        JOURNAL = PRL,
        VOLUME = "71",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "38-44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140540"}

@article{bb144562,
        AUTHOR = "Mandal, D. and Biswas, S.",
        TITLE = "Generalized Coupled Dictionary Learning Approach With Applications to
Cross-Modal Matching",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3826-3837",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140541"}

@article{bb144563,
        AUTHOR = "Das, N. and Mandal, D. and Biswas, S.",
        TITLE = "Simultaneous Semi-Coupled Dictionary Learning for Matching in
Canonical Space",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3995-4004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140542"}

@inproceedings{bb144564,
        AUTHOR = "Das, N. and Mandal, D. and Biswas, S.",
        TITLE = "Simultaneous Semi-Coupled Dictionary Learning for Matching RGBD Data",
        BOOKTITLE = Biometrics16,
        YEAR = "2016",
        PAGES = "243-251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140543"}

@article{bb144565,
        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#TT140544"}

@article{bb144566,
        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#TT140545"}

@inproceedings{bb144567,
        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#TT140546"}

@article{bb144568,
        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#TT140547"}

@article{bb144569,
        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#TT140548"}

@inproceedings{bb144570,
        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#TT140548"}

@article{bb144571,
        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#TT140549"}

@article{bb144572,
        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#TT140550"}

@article{bb144573,
        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#TT140551"}

@article{bb144574,
        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#TT140552"}

@article{bb144575,
        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#TT140553"}

@article{bb144576,
        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#TT140554"}

@inproceedings{bb144577,
        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#TT140555"}

@article{bb144578,
        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#TT140556"}

@article{bb144579,
        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#TT140557"}

@inproceedings{bb144580,
        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#TT140558"}

@article{bb144581,
        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#TT140559"}

@article{bb144582,
        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#TT140560"}

@article{bb144583,
        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#TT140561"}

@article{bb144584,
        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#TT140562"}

@article{bb144585,
        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#TT140563"}

@article{bb144586,
        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#TT140564"}

@article{bb144587,
        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#TT140565"}

@article{bb144588,
        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#TT140566"}

@article{bb144589,
        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#TT140567"}

@article{bb144590,
        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#TT140568"}

@article{bb144591,
        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#TT140569"}

@article{bb144592,
        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#TT140570"}

@article{bb144593,
        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#TT140571"}

@article{bb144594,
        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#TT140572"}

@article{bb144595,
        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#TT140573"}

@article{bb144596,
        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#TT140574"}

@article{bb144597,
        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#TT140575"}

@article{bb144598,
        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#TT140576"}

@article{bb144599,
        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#TT140577"}

Last update:Nov 26, 2025 at 20:24:09