@article{bb123300,
        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#TT119469"}

@article{bb123301,
        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#TT119470"}

@inproceedings{bb123302,
        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#TT119471"}

@article{bb123303,
        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#TT119472"}

@article{bb123304,
        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#TT119473"}

@inproceedings{bb123305,
        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#TT119473"}

@article{bb123306,
        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#TT119474"}

@article{bb123307,
        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#TT119475"}

@article{bb123308,
        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#TT119476"}

@article{bb123309,
        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#TT119477"}

@article{bb123310,
        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#TT119478"}

@article{bb123311,
        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#TT119479"}

@inproceedings{bb123312,
        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#TT119480"}

@article{bb123313,
        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#TT119481"}

@article{bb123314,
        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#TT119482"}

@inproceedings{bb123315,
        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#TT119483"}

@article{bb123316,
        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#TT119484"}

@article{bb123317,
        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#TT119485"}

@article{bb123318,
        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#TT119486"}

@article{bb123319,
        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#TT119487"}

@article{bb123320,
        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#TT119488"}

@article{bb123321,
        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#TT119489"}

@article{bb123322,
        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#TT119490"}

@article{bb123323,
        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#TT119491"}

@article{bb123324,
        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#TT119492"}

@article{bb123325,
        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#TT119493"}

@article{bb123326,
        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#TT119494"}

@article{bb123327,
        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#TT119495"}

@article{bb123328,
        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#TT119496"}

@article{bb123329,
        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#TT119497"}

@article{bb123330,
        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#TT119498"}

@article{bb123331,
        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#TT119499"}

@article{bb123332,
        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#TT119500"}

@article{bb123333,
        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#TT119501"}

@article{bb123334,
        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#TT119502"}

@article{bb123335,
        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#TT119503"}

@article{bb123336,
        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#TT119504"}

@article{bb123337,
        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#TT119505"}

@inproceedings{bb123338,
        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#TT119506"}

@inproceedings{bb123339,
        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#TT119507"}

@article{bb123340,
        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#TT119508"}

@article{bb123341,
        AUTHOR = "Liu, B.D. and Meng, J. and Xie, W.Y. and Shao, S. and Li, Y. and Wang, Y.J.",
        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#TT119509"}

@article{bb123342,
        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#TT119510"}

@article{bb123343,
        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#TT119511"}

@article{bb123344,
        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#TT119512"}

@article{bb123345,
        AUTHOR = "Sun, Y.L. and Shi, G.M. and Dong, W.S. and Xie, X.M.",
        TITLE = "MADPL-net: Multi-layer attention dictionary pair learning network for
image classification",
        JOURNAL = JVCIR,
        VOLUME = "90",
        YEAR = "2023",
        PAGES = "103728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119513"}

@article{bb123346,
        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#TT119514"}

@article{bb123347,
        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#TT119515"}

@article{bb123348,
        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#TT119516"}

@article{bb123349,
        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#TT119517"}

@article{bb123350,
        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#TT119518"}

@article{bb123351,
        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#TT119519"}

@article{bb123352,
        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#TT119520"}

@article{bb123353,
        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#TT119521"}

@article{bb123354,
        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#TT119522"}

@article{bb123355,
        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#TT119523"}

@article{bb123356,
        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#TT119524"}

@article{bb123357,
        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#TT119525"}

@article{bb123358,
        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#TT119526"}

@article{bb123359,
        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#TT119527"}

@article{bb123360,
        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#TT119528"}

@inproceedings{bb123361,
        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#TT119529"}

@article{bb123362,
        AUTHOR = "Wang, X. and Li, Y. and You, S. and Li, H. and Wang, S.",
        TITLE = "Unidirectional Representation-Based Efficient Dictionary Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "59-74",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119530"}

@article{bb123363,
        AUTHOR = "Ren, J. and Zhang, Z. and Li, S. and Wang, Y. and Liu, G. and Yan, S. and Wang, M.",
        TITLE = "Learning Hybrid Representation by Robust Dictionary Learning in
Factorized Compressed Space",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "3941-3956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119531"}

@article{bb123364,
        AUTHOR = "Peng, Y. and Li, L.J. and Liu, S.G. and Wang, X. and Li, J.",
        TITLE = "Weighted constraint based dictionary learning for image
classification",
        JOURNAL = PRL,
        VOLUME = "130",
        YEAR = "2020",
        PAGES = "99-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119532"}

@article{bb123365,
        AUTHOR = "Song, A. and Uhlmann, V. and Fageot, J. and Unser, M.",
        TITLE = "Dictionary Learning for Two-Dimensional Kendall Shapes",
        JOURNAL = SIIMS,
        VOLUME = "13",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "141-175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119533"}

@article{bb123366,
        AUTHOR = "Wei, D. and Shen, X.B. and Sun, Q.S. and Gao, X.Z. and Yan, W.Z.",
        TITLE = "Prototype learning and collaborative representation using Grassmann
manifolds for image set classification",
        JOURNAL = PR,
        VOLUME = "100",
        YEAR = "2020",
        PAGES = "107123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119534"}

@article{bb123367,
        AUTHOR = "Singhal, V. and Majumdar, A.",
        TITLE = "A domain adaptation approach to solve inverse problems in imaging via
coupled deep dictionary learning",
        JOURNAL = PR,
        VOLUME = "100",
        YEAR = "2020",
        PAGES = "107163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119535"}

@article{bb123368,
        AUTHOR = "Ling, J. and Chen, Z. and Wu, F.",
        TITLE = "Class-Oriented Discriminative Dictionary Learning for Image
Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2155-2166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119536"}

@article{bb123369,
        AUTHOR = "Tran, K.H. and Mboula, F.M.N. and Starck, J.L. and Prost, V.",
        TITLE = "Semisupervised Dictionary Learning with Graph Regularized and Active
Points",
        JOURNAL = SIIMS,
        VOLUME = "13",
        YEAR = "2020",
        NUMBER = "2",
        PAGES = "724-745",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119537"}

@article{bb123370,
        AUTHOR = "Ataee, Z. and Mohseni, H.",
        TITLE = "Structured dictionary learning using mixed-norms and group-sparsity
constraint",
        JOURNAL = VC,
        VOLUME = "36",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1679-1692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119538"}

@article{bb123371,
        AUTHOR = "Bueno, A.A. and Silva, M.T.M.",
        TITLE = "Gram-Schmidt-Based Sparsification for Kernel Dictionary",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "1130-1134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119539"}

@article{bb123372,
        AUTHOR = "Zhang, Z. and Ren, J. and Jiang, W. and Zhang, Z. and Hong, R. and Yan, S. and Wang, M.",
        TITLE = "Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible
Discriminative Dictionary Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2430-2446",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119540"}

@article{bb123373,
        AUTHOR = "Han, N. and Wu, J. and Fang, X. and Teng, S. and Zhou, G. and Xie, S. and Li, X.",
        TITLE = "Projective Double Reconstructions Based Dictionary Learning Algorithm
for Cross-Domain Recognition",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "9220-9233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119541"}

@article{bb123374,
        AUTHOR = "Abdi, A. and Rahmati, M. and Ebadzadeh, M.M.",
        TITLE = "Entropy based dictionary learning for image classification",
        JOURNAL = PR,
        VOLUME = "110",
        YEAR = "2021",
        PAGES = "107634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119542"}

@article{bb123375,
        AUTHOR = "Yang, B.Q. and Guan, X.P. and Zhu, J.W. and Gu, C.C. and Wu, K.J. and Xu, J.J.",
        TITLE = "SVMs multi-class loss feedback based discriminative dictionary
learning for image classification",
        JOURNAL = PR,
        VOLUME = "112",
        YEAR = "2021",
        PAGES = "107690",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119543"}

@article{bb123376,
        AUTHOR = "Li, Y.X. and Chai, Y. and Zhou, H. and Yin, H.P.",
        TITLE = "A novel dimension reduction and dictionary learning framework for
high-dimensional data classification",
        JOURNAL = PR,
        VOLUME = "112",
        YEAR = "2021",
        PAGES = "107793",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119544"}

@article{bb123377,
        AUTHOR = "Lv, S.L. and Liang, J.Z. and Di, L. and Xia, Y.F. and Hou, Z.J.",
        TITLE = "A probabilistic collaborative dictionary learning-based approach for
face recognition",
        JOURNAL = IET-IPR,
        VOLUME = "15",
        YEAR = "2021",
        NUMBER = "4",
        PAGES = "868-884",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119545"}

@article{bb123378,
        AUTHOR = "Wang, L.C. and Li, S. and Wang, S.F. and Kong, D. and Yin, B.C.",
        TITLE = "Hardness-Aware Dictionary Learning:
Boosting Dictionary for Recognition",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "2857-2867",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119546"}

@article{bb123379,
        AUTHOR = "Zamani, F. and Jamzad, M. and Rabiee, H.R.",
        TITLE = "Atom specific multiple kernel dictionary based Sparse Representation
Classifier for medium scale image classification",
        JOURNAL = JVCIR,
        VOLUME = "79",
        YEAR = "2021",
        PAGES = "103228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119547"}

@article{bb123380,
        AUTHOR = "Gao, F.Y. and Deng, X. and Xu, M. and Xu, J.Y. and Dragotti, P.L.",
        TITLE = "Multi-Modal Convolutional Dictionary Learning",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "1325-1339",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119548"}

@article{bb123381,
        AUTHOR = "Song, A.H. and Tolooshams, B. and Ba, D.",
        TITLE = "Gaussian Process Convolutional Dictionary Learning",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "95-99",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119549"}

@article{bb123382,
        AUTHOR = "Moreau, T. and Gramfort, A.",
        TITLE = "DiCoDiLe: Distributed Convolutional Dictionary Learning",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2426-2437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119550"}

@article{bb123383,
        AUTHOR = "Huang, J. and Liu, K. and Li, X.L.",
        TITLE = "Locality Constrained Low Rank Representation and Automatic Dictionary
Learning for Hyperspectral Anomaly Detection",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119551"}

@article{bb123384,
        AUTHOR = "Luo, H. and Zhang, K. and Luo, S. and Li, J. and Gao, X.B.",
        TITLE = "Locality-Adaptive Structured Dictionary Learning for Cross-Domain
Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2425-2440",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119552"}

@article{bb123385,
        AUTHOR = "Pali, M.C. and Ruetz, S. and Schnass, K.",
        TITLE = "Average Performance of OMP and Thresholding Under Dictionary Mismatch",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "1077-1081",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119553"}

@article{bb123386,
        AUTHOR = "Wang, W.Z. and Han, Y. and Deng, C.W. and Li, Z.",
        TITLE = "Hyperspectral Image Classification via Deep Structure Dictionary
Learning",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119554"}

@article{bb123387,
        AUTHOR = "Charles, A.S. and Cermak, N. and Affan, R.O. and Scott, B.B. and Schiller, J. and Mishne, G.",
        TITLE = "GraFT: Graph Filtered Temporal Dictionary Learning for Functional
Neural Imaging",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "3509-3524",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119555"}

@article{bb123388,
        AUTHOR = "Yao, Y. and Wang, M. and Fan, G.H. and Liu, W. and Ma, Y. and Mei, X.G.",
        TITLE = "Dictionary Learning-Cooperated Matrix Decomposition for Hyperspectral
Target Detection",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "17",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119556"}

@article{bb123389,
        AUTHOR = "Liu, F.S. and Fu, J. and Wang, Q. and Zhao, R.Q.",
        TITLE = "Tensor Dictionary Self-Taught Learning Classification Method for
Hyperspectral Image",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "17",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119557"}

@article{bb123390,
        AUTHOR = "Gou, J.P. and Yuan, X. and Du, L. and Xia, S. and Yi, Z.",
        TITLE = "Hierarchical Graph Augmented Deep Collaborative Dictionary Learning
for Classification",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "25308-25322",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119558"}

@article{bb123391,
        AUTHOR = "Rodriguez Dominguez, U. and Dalmau, O.",
        TITLE = "Standard simplex induced clustering with hierarchical deep dictionary
learning",
        JOURNAL = SP:IC,
        VOLUME = "112",
        YEAR = "2023",
        PAGES = "116918",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119559"}

@article{bb123392,
        AUTHOR = "Ma, Y.T. and Meng, J. and Liu, B. and Sun, L. and Zhang, H. and Ren, P.",
        TITLE = "Dictionary Learning for Few-Shot Remote Sensing Scene Classification",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119560"}

@inproceedings{bb123393,
        AUTHOR = "Gkillas, A. and Ampeliotis, D. and Berberidis, K.",
        TITLE = "Efficient Coupled Dictionary Learning And Sparse Coding For Noisy
Piecewise-Smooth Signals: Application To Hyperspectral Imaging",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "231-235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119561"}

@inproceedings{bb123394,
        AUTHOR = "Seghouane, A.K.",
        TITLE = "Robust Structured Dictionary Learning For Block Sparse
Representations Using a-Divergence",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "843-847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119562"}

@inproceedings{bb123395,
        AUTHOR = "Oktar, Y. and Turkan, M.",
        TITLE = "Classification Via Simplicial Learning",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2945-2949",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119563"}

@inproceedings{bb123396,
        AUTHOR = "Genser, N. and Seiler, J. and Kaup, A.",
        TITLE = "Joint Content-Adaptive Dictionary Learning And Sparse Selective
Extrapolation For Cross-Spectral Image Reconstruction",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "988-992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119564"}

@inproceedings{bb123397,
        AUTHOR = "He, K.M. and Fan, H.Q. and Wu, Y.X. and Xie, S.N. and Girshick, R.",
        TITLE = "Momentum Contrast for Unsupervised Visual Representation Learning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "9726-9735",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119565"}

@inproceedings{bb123398,
        AUTHOR = "Watkins, Y. and Kim, E. and Sornborger, A. and Kenyon, G.T.",
        TITLE = "Using Sinusoidally-Modulated Noise as a Surrogate for Slow-Wave Sleep
to Accomplish Stable Unsupervised Dictionary Learning in a
Spike-Based Sparse Coding Model",
        BOOKTITLE = WiCV20,
        YEAR = "2020",
        PAGES = "1482-1487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119566"}

@inproceedings{bb123399,
        AUTHOR = "Wang, W.W. and Yang, C.Y. and Li, Q.",
        TITLE = "Discriminative Analysis Dictionary and Classifier Learning for
Pattern Classification",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "385-389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT119567"}

Last update:Mar 27, 2023 at 09:32:08