@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"}