@article{bb147300,
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#TT143235"}
@article{bb147301,
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#TT143236"}
@article{bb147302,
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#TT143237"}
@article{bb147303,
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#TT143238"}
@article{bb147304,
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#TT143239"}
@article{bb147305,
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#TT143240"}
@article{bb147306,
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#TT143241"}
@article{bb147307,
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#TT143242"}
@inproceedings{bb147308,
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#TT143243"}
@article{bb147309,
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#TT143244"}
@article{bb147310,
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#TT143245"}
@inproceedings{bb147311,
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#TT143246"}
@article{bb147312,
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#TT143247"}
@article{bb147313,
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#TT143248"}
@inproceedings{bb147314,
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#TT143248"}
@article{bb147315,
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#TT143249"}
@article{bb147316,
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#TT143250"}
@article{bb147317,
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#TT143251"}
@article{bb147318,
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#TT143252"}
@article{bb147319,
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#TT143253"}
@article{bb147320,
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#TT143254"}
@inproceedings{bb147321,
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#TT143255"}
@article{bb147322,
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#TT143256"}
@article{bb147323,
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#TT143257"}
@inproceedings{bb147324,
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#TT143258"}
@article{bb147325,
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#TT143259"}
@article{bb147326,
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#TT143260"}
@article{bb147327,
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#TT143261"}
@article{bb147328,
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#TT143262"}
@article{bb147329,
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#TT143263"}
@article{bb147330,
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#TT143264"}
@article{bb147331,
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#TT143265"}
@article{bb147332,
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#TT143266"}
@article{bb147333,
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#TT143267"}
@article{bb147334,
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#TT143268"}
@article{bb147335,
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#TT143269"}
@article{bb147336,
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#TT143270"}
@article{bb147337,
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#TT143271"}
@article{bb147338,
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#TT143272"}
@article{bb147339,
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#TT143273"}
@article{bb147340,
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#TT143274"}
@article{bb147341,
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#TT143275"}
@article{bb147342,
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#TT143276"}
@article{bb147343,
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#TT143277"}
@article{bb147344,
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#TT143278"}
@article{bb147345,
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#TT143279"}
@inproceedings{bb147346,
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#TT143280"}
@inproceedings{bb147347,
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#TT143281"}
@article{bb147348,
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#TT143282"}
@article{bb147349,
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#TT143283"}
@article{bb147350,
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#TT143284"}
@article{bb147351,
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#TT143285"}
@article{bb147352,
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#TT143286"}
@article{bb147353,
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#TT143287"}
@article{bb147354,
AUTHOR = "Sun, Y.L. and Shi, G.M. and Dong, W.S. and Xie, X.M.",
TITLE = "Multi-layer graph constraint dictionary pair learning for image
classification",
JOURNAL = JVCIR,
VOLUME = "114",
YEAR = "2026",
PAGES = "104638",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143288"}
@article{bb147355,
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#TT143289"}
@article{bb147356,
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#TT143290"}
@article{bb147357,
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#TT143291"}
@article{bb147358,
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#TT143292"}
@article{bb147359,
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#TT143293"}
@article{bb147360,
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#TT143294"}
@article{bb147361,
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#TT143295"}
@article{bb147362,
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#TT143296"}
@article{bb147363,
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#TT143297"}
@article{bb147364,
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#TT143298"}
@article{bb147365,
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#TT143299"}
@article{bb147366,
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#TT143300"}
@article{bb147367,
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#TT143301"}
@article{bb147368,
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#TT143302"}
@inproceedings{bb147369,
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#TT143303"}
@article{bb147370,
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#TT143304"}
@article{bb147371,
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#TT143305"}
@article{bb147372,
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#TT143306"}
@article{bb147373,
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#TT143307"}
@article{bb147374,
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#TT143308"}
@article{bb147375,
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#TT143309"}
@article{bb147376,
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#TT143310"}
@article{bb147377,
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#TT143311"}
@article{bb147378,
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#TT143312"}
@article{bb147379,
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#TT143313"}
@article{bb147380,
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#TT143314"}
@article{bb147381,
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#TT143315"}
@article{bb147382,
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#TT143316"}
@article{bb147383,
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#TT143317"}
@article{bb147384,
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#TT143318"}
@article{bb147385,
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#TT143319"}
@article{bb147386,
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#TT143320"}
@article{bb147387,
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#TT143321"}
@article{bb147388,
AUTHOR = "Deng, X. and Xu, J.Y. and Gao, F.Y. and Sun, X.C. and Xu, M.",
TITLE = "DeepM^2CDL: Deep Multi-Scale Multi-Modal Convolutional Dictionary
Learning Network",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "2770-2787",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143322"}
@article{bb147389,
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#TT143323"}
@article{bb147390,
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#TT143324"}
@article{bb147391,
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#TT143325"}
@article{bb147392,
AUTHOR = "Luo, H. and Zhang, K.B. 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#TT143326"}
@article{bb147393,
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#TT143327"}
@article{bb147394,
AUTHOR = "Wang, W.Z. and Han, Y.Q. 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#TT143328"}
@article{bb147395,
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#TT143329"}
@article{bb147396,
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#TT143330"}
@article{bb147397,
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#TT143331"}
@article{bb147398,
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#TT143332"}
@article{bb147399,
AUTHOR = "Gou, J.P. and He, X. and Du, L. and Yu, B. and Chen, W. and Yi, Z.",
TITLE = "Hierarchical Locality-Aware Deep Dictionary Learning for
Classification",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "447-461",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT143333"}
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