@article{bb144600,
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#TT140578"}
@article{bb144601,
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#TT140579"}
@inproceedings{bb144602,
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#TT140580"}
@inproceedings{bb144603,
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#TT140581"}
@article{bb144604,
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#TT140582"}
@article{bb144605,
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#TT140583"}
@article{bb144606,
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#TT140584"}
@article{bb144607,
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#TT140585"}
@article{bb144608,
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#TT140586"}
@article{bb144609,
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#TT140587"}
@article{bb144610,
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#TT140588"}
@article{bb144611,
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#TT140589"}
@article{bb144612,
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#TT140590"}
@article{bb144613,
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#TT140591"}
@article{bb144614,
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#TT140592"}
@article{bb144615,
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#TT140593"}
@article{bb144616,
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#TT140594"}
@article{bb144617,
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#TT140595"}
@article{bb144618,
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#TT140596"}
@article{bb144619,
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#TT140597"}
@article{bb144620,
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#TT140598"}
@article{bb144621,
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#TT140599"}
@article{bb144622,
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#TT140600"}
@article{bb144623,
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#TT140601"}
@inproceedings{bb144624,
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#TT140602"}
@article{bb144625,
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#TT140603"}
@article{bb144626,
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#TT140604"}
@article{bb144627,
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#TT140605"}
@article{bb144628,
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#TT140606"}
@article{bb144629,
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#TT140607"}
@article{bb144630,
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#TT140608"}
@article{bb144631,
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#TT140609"}
@article{bb144632,
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#TT140610"}
@article{bb144633,
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#TT140611"}
@article{bb144634,
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#TT140612"}
@article{bb144635,
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#TT140613"}
@article{bb144636,
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#TT140614"}
@article{bb144637,
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#TT140615"}
@article{bb144638,
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#TT140616"}
@article{bb144639,
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#TT140617"}
@article{bb144640,
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#TT140618"}
@article{bb144641,
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#TT140619"}
@article{bb144642,
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#TT140620"}
@article{bb144643,
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#TT140621"}
@article{bb144644,
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#TT140622"}
@article{bb144645,
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#TT140623"}
@article{bb144646,
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#TT140624"}
@article{bb144647,
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#TT140625"}
@article{bb144648,
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#TT140626"}
@article{bb144649,
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#TT140627"}
@article{bb144650,
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#TT140628"}
@article{bb144651,
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#TT140629"}
@article{bb144652,
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#TT140630"}
@article{bb144653,
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#TT140631"}
@article{bb144654,
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#TT140632"}
@article{bb144655,
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#TT140633"}
@article{bb144656,
AUTHOR = "Ma, Y.T. and Meng, J.M. and Liu, B.D. 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#TT140634"}
@article{bb144657,
AUTHOR = "Gou, J.P. and Yuan, X. and Yu, B. and Yu, J.L. and Yi, Z.",
TITLE = "Intra- and Inter-Class Induced Discriminative Deep Dictionary
Learning for Visual Recognition",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "1575-1583",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140635"}
@article{bb144658,
AUTHOR = "Seghouane, A.K. and Iqbal, A. and Miri Rekavandi, A.",
TITLE = "RBDL: Robust block-Structured dictionary learning for block sparse
representation",
JOURNAL = PRL,
VOLUME = "172",
YEAR = "2023",
PAGES = "89-96",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140636"}
@inproceedings{bb144659,
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#TT140637"}
@article{bb144660,
AUTHOR = "Li, S. and Wang, L.C. and Wang, S.F. and Kong, D. and Yin, B.C.",
TITLE = "Hierarchical Coupled Discriminative Dictionary Learning for Zero-Shot
Learning",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "9",
MONTH = "September",
PAGES = "4973-4984",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140638"}
@article{bb144661,
AUTHOR = "Wang, J.J. and Li, P.Y. and Zhang, Y. and Li, Z. and Xu, J.C. and Wang, Q. and Li, J.",
TITLE = "Automatic calculation of step size and inertia parameter for
convolutional dictionary learning",
JOURNAL = PR,
VOLUME = "152",
YEAR = "2024",
PAGES = "110443",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140639"}
@article{bb144662,
AUTHOR = "Xue, J. and Zhao, Y.Q. and Wu, T. and Chan, J.C.W.",
TITLE = "Tensor Convolution-Like Low-Rank Dictionary for High-Dimensional
Image Representation",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "13257-13270",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140640"}
@article{bb144663,
AUTHOR = "Jiang, L. and Wu, J.G. and Zhao, S.P. and Li, J.X.",
TITLE = "Cross-Scatter Sparse Dictionary Pair Learning for Cross-Domain
Classification",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "371-384",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140641"}
@article{bb144664,
AUTHOR = "Peng, G.J.",
TITLE = "Adaptive Forward-Backward Splitting for Multilayer Convolutional
Dictionary Learning",
JOURNAL = SIIMS,
VOLUME = "18",
YEAR = "2025",
NUMBER = "1",
PAGES = "631-664",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140642"}
@article{bb144665,
AUTHOR = "Xiong, Y.H. and Li, X. and Dai, W.R. and Xiong, H.K.",
TITLE = "Analysis discriminative convolutional graph dictionary learning for
generalized signal classification",
JOURNAL = SP:IC,
VOLUME = "138",
YEAR = "2025",
PAGES = "117356",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140643"}
@inproceedings{bb144666,
AUTHOR = "Tan, B. and Lin, J. and Qin, Y. and Ding, S.X. and Li, Y.J.",
TITLE = "Accelerated Deep Nonlinear Dictionary Learning",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "I: 111-127",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140644"}
@inproceedings{bb144667,
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#TT140645"}
@inproceedings{bb144668,
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#TT140646"}
@inproceedings{bb144669,
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#TT140647"}
@inproceedings{bb144670,
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#TT140648"}
@inproceedings{bb144671,
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#TT140649"}
@inproceedings{bb144672,
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#TT140650"}
@inproceedings{bb144673,
AUTHOR = "Apicella, A. and Isgro, F. and Prevete, R. and Tamburrini, G.",
TITLE = "Contrastive Explanations to Classification Systems Using Sparse
Dictionaries",
BOOKTITLE = CIAP19,
YEAR = "2019",
PAGES = "I:207-218",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140651"}
@inproceedings{bb144674,
AUTHOR = "Luo, S. and Leung, A.P.",
TITLE = "Improved Dictionary Learning with Enriched Information for Biomedical
Images",
BOOKTITLE = BioIm18,
YEAR = "2018",
PAGES = "VI:375-384",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140652"}
@inproceedings{bb144675,
AUTHOR = "Tang, H. and Wei, H. and Xiao, W. and Wang, W. and Xu, D. and Yan, Y. and Sebe, N.",
TITLE = "Deep Micro-Dictionary Learning and Coding Network",
BOOKTITLE = WACV19,
YEAR = "2019",
PAGES = "386-395",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140653"}
@inproceedings{bb144676,
AUTHOR = "Chen, Y.F. and Su, J.B.",
TITLE = "Dict Layer: A Structured Dictionary Layer",
BOOKTITLE = Biometrics18,
YEAR = "2018",
PAGES = "535-53509",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140654"}
@inproceedings{bb144677,
AUTHOR = "Sun, Y. and Zhang, Z. and Jiang, W. and Liu, G. and Wang, M. and Yan, S.",
TITLE = "Robust Discriminative Projective Dictionary Pair Learning by Adaptive
Representations",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "621-626",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140655"}
@inproceedings{bb144678,
AUTHOR = "Selvaraju, R.R. and Chattopadhyay, P. and Elhoseiny, M. and Sharma, T. and Batra, D. and Parikh, D. and Lee, S.",
TITLE = "Choose Your Neuron: Incorporating Domain Knowledge Through
Neuron-Importance",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "XIII: 540-556",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140656"}
@inproceedings{bb144679,
AUTHOR = "Mou, H. and Barbu, A.",
TITLE = "Accurate Dictionary Learning with Direct Sparsity Control",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "1842-1846",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140657"}
@inproceedings{bb144680,
AUTHOR = "Silva, G. and Rodriguez, P.",
TITLE = "Efficient Algorithm for Convolutional Dictionary Learning via
Accelerated Proximal Gradient Consensus",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "3978-3982",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140658"}
@inproceedings{bb144681,
AUTHOR = "Degraux, K. and Kamilov, U.S. and Boufounos, P.T. and Liu, D.",
TITLE = "Online convolutional dictionary learning for multimodal imaging",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "1617-1621",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140659"}
@inproceedings{bb144682,
AUTHOR = "Garcia Cardona, C. and Wohlberg, B.",
TITLE = "Subproblem coupling in convolutional dictionary learning",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "1697-1701",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140660"}
@inproceedings{bb144683,
AUTHOR = "Liu, J. and Garcia Cardona, C. and Wohlberg, B. and Yin, W.",
TITLE = "Online convolutional dictionary learning",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "1707-1711",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140661"}
@inproceedings{bb144684,
AUTHOR = "Serra, J.G. and Villena, S. and Molina, R. and Katsaggelos, A.K.",
TITLE = "Greedy Bayesian double sparsity dictionary learning",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "1935-1939",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140662"}
@inproceedings{bb144685,
AUTHOR = "Liu, Q. and Leung, H.",
TITLE = "Synthesis-analysis deconvolutional network for compressed sensing",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "1940-1944",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140663"}
@inproceedings{bb144686,
AUTHOR = "Wang, H. and Xia, Y. and Wang, Z.",
TITLE = "Dictionary learning-based image compression",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "3235-3239",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140664"}
@inproceedings{bb144687,
AUTHOR = "Papyan, V. and Romano, Y. and Elad, M. and Sulam, J.",
TITLE = "Convolutional Dictionary Learning via Local Processing",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "5306-5314",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140665"}
@inproceedings{bb144688,
AUTHOR = "Nilsson, M.",
TITLE = "Sparse coding with unity range codes and label consistent
discriminative dictionary learning",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3186-3191",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140666"}
@inproceedings{bb144689,
AUTHOR = "Liu, J. and Tang, S. and Li, Y.",
TITLE = "Collaborative Dictionary Learning and Soft Assignment for Sparse Coding
of Image Features",
BOOKTITLE = MMMod17,
YEAR = "2017",
PAGES = "I: 443-451",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140667"}
@inproceedings{bb144690,
AUTHOR = "Lai, B.S. and Gong, X.J.",
TITLE = "Saliency Guided Dictionary Learning for Weakly-Supervised Image
Parsing",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "3630-3639",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140668"}
@inproceedings{bb144691,
AUTHOR = "Huang, W. and Sun, F. and Cao, L. and Zhao, D. and Liu, H. and Harandi, M.",
TITLE = "Sparse Coding and Dictionary Learning with Linear Dynamical Systems",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "3938-3947",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140669"}
@inproceedings{bb144692,
AUTHOR = "Zhang, Y. and Ji, R.R. and Fan, X.P. and Wang, Y. and Guo, F. and Gao, Y. and Zhao, D.B.",
TITLE = "Search-Based Depth Estimation via Coupled Dictionary Learning with
Large-Margin Structure Inference",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "V: 858-874",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140670"}
@inproceedings{bb144693,
AUTHOR = "Liu, Y. and Chen, W. and Chen, Q.C. and Wassell, I.",
TITLE = "Support Discrimination Dictionary Learning for Image Classification",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "II: 375-390",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140671"}
@inproceedings{bb144694,
AUTHOR = "Taalimi, A. and Shams, H. and Rahimpour, A. and Khorsandi, R. and Wang, W. and Guo, R. and Qi, H.",
TITLE = "Multimodal weighted dictionary learning",
BOOKTITLE = AVSS16,
YEAR = "2016",
PAGES = "173-179",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140672"}
@inproceedings{bb144695,
AUTHOR = "Taalimi, A. and Rahimpour, A. and Capdevila, C. and Zhang, Z.F. and Qi, H.R.",
TITLE = "Robust coupling in space of sparse codes for multi-view recognition",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "3897-3901",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140673"}
@inproceedings{bb144696,
AUTHOR = "Rong, Y. and Xiong, S.W. and Gao, Y.S.",
TITLE = "Discriminative dictionary pair learning from partially labeled data",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "719-723",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140674"}
@inproceedings{bb144697,
AUTHOR = "Marsousi, M. and Li, X.Y. and Plataniotis, K.N.",
TITLE = "Shape-included label-consistent discriminative dictionary learning:
An approach to detect and segment multi-class objects in images",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "729-733",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140675"}
@inproceedings{bb144698,
AUTHOR = "Reichman, D. and Malof, J.M. and Collins, L.M.",
TITLE = "Leveraging seed dictionaries to improve dictionary learning",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "3723-3727",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140676"}
@inproceedings{bb144699,
AUTHOR = "Matiz, S. and Barner, K.E.",
TITLE = "Label consistent recursive least squares dictionary learning for
image classification",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "1888-1892",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616dil1.html#TT140677"}
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