@inproceedings{bb127700,
        AUTHOR = "Han, X.H. and Qiao, X. and Chen, Y.W.",
        TITLE = "Group sparse representation of adaptive sub-domain selection for image
classification",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1431-1434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123882"}

@inproceedings{bb127701,
        AUTHOR = "Paris, S. and Halkias, X. and Glotin, H.",
        TITLE = "Sparse coding for histograms of local binary patterns applied for image
categorization: Toward a Bag-of-Scenes analysis",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2817-2820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123883"}

@inproceedings{bb127702,
        AUTHOR = "Wang, J. and Sun, X.P. and Chen, R.H. and She, M. and Wang, Q.A.",
        TITLE = "Object categorization via sparse representation of local features",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "3005-3008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123884"}

@inproceedings{bb127703,
        AUTHOR = "Guo, S. and Ruan, Q.Q. and Miao, Z.J.",
        TITLE = "Similarity weighted sparse representation for classification",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1241-1244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123885"}

@inproceedings{bb127704,
        AUTHOR = "Zheng, P. and Aravkin, A.Y. and Thiagarajan, J.J. and Ramamurthy, K.N.",
        TITLE = "Learning Robust Representations for Computer Vision",
        BOOKTITLE = RSL-CV17,
        YEAR = "2017",
        PAGES = "1784-1791",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123886"}

@inproceedings{bb127705,
        AUTHOR = "Thiagarajan, J.J. and Ramamurthy, K.N. and Sattigeri, P. and Spanias, A.",
        TITLE = "Supervised local sparse coding of sub-image features for image
retrieval",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "3117-3120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123887"}

@inproceedings{bb127706,
        AUTHOR = "Zhang, L. and Ma, C.",
        TITLE = "Low-rank, sparse matrix decomposition and group sparse coding for image
classification",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "669-672",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123888"}

@inproceedings{bb127707,
        AUTHOR = "Raja, R. and Mansoor Roomi, S.M. and Dharmalakshmi, D.",
        TITLE = "Robust indoor/outdoor scene classification",
        BOOKTITLE = ICAPR15,
        YEAR = "2015",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123889"}

@inproceedings{bb127708,
        AUTHOR = "Raja, R. and Mansoor Roomi, S.M. and Dharmalakshmi, D.",
        TITLE = "Outdoor scene classification using invariant features",
        BOOKTITLE = NCVPRIPG13,
        YEAR = "2013",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123890"}

@inproceedings{bb127709,
        AUTHOR = "Sathyabama, B. and Mansoor Roomi, S.M. and Kamalam R, E.J.",
        TITLE = "Geometric invariant Target classification using 2D Mellin cepstrum
with modified grid formation",
        BOOKTITLE = NCVPRIPG13,
        YEAR = "2013",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123891"}

@inproceedings{bb127710,
        AUTHOR = "Raja, R. and Mansoor Roomi, S.M. and Kalaiyarasi, D.",
        TITLE = "Semantic modeling of natural scenes by local binary pattern",
        BOOKTITLE = IMVIP12,
        YEAR = "2012",
        PAGES = "169-172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123892"}

@inproceedings{bb127711,
        AUTHOR = "Julazadeh, A. and Marsousi, M. and Alirezaie, J.",
        TITLE = "Classification based on sparse representation and Euclidian distance",
        BOOKTITLE = VCIP12,
        YEAR = "2012",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123893"}

@inproceedings{bb127712,
        AUTHOR = "Zeng, Z. and Chan, T.H. and Jia, K. and Xu, D.",
        TITLE = "Finding Correspondence from Multiple Images via Sparse and Low-Rank
Decomposition",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "V: 325-339",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123894"}

@inproceedings{bb127713,
        AUTHOR = "Jiang, Z.L. and Davis, L.S.",
        TITLE = "Submodular Salient Region Detection",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "2043-2050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123895"}

@inproceedings{bb127714,
        AUTHOR = "Cao, L.J. and Ji, R.R. and Gao, Y. and Yang, Y. and Tian, Q.",
        TITLE = "Weakly supervised sparse coding with geometric consistency pooling",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "3578-3585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123896"}

@inproceedings{bb127715,
        AUTHOR = "Liu, H.F. and Yang, Z. and Wu, Z.H. and Li, X.L.",
        TITLE = "A-Optimal Non-negative Projection for image representation",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "1592-1599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123897"}

@inproceedings{bb127716,
        AUTHOR = "Liu, R.S. and Lin, Z.C. and de la Torre, F. and Su, Z.X.",
        TITLE = "Fixed-rank representation for unsupervised visual learning",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "598-605",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123898"}

@inproceedings{bb127717,
        AUTHOR = "Liu, L.Q. and Wang, L. and Liu, X.W.",
        TITLE = "In defense of soft-assignment coding",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "2486-2493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123899"}

@inproceedings{bb127718,
        AUTHOR = "Sohn, K. and Jung, D.Y. and Lee, H.L. and Hero, A.O.",
        TITLE = "Efficient learning of sparse, distributed, convolutional feature
representations for object recognition",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "2643-2650",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123900"}

@inproceedings{bb127719,
        AUTHOR = "Robles Kelly, A.",
        TITLE = "Learning a Gaussian basis for spectra representation aimed at
reflectance classification",
        BOOKTITLE = OTCBVS11,
        YEAR = "2011",
        PAGES = "88-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123901"}

@inproceedings{bb127720,
        AUTHOR = "Zontak, M. and Irani, M.",
        TITLE = "Internal statistics of a single natural image",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "977-984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123902"}

@inproceedings{bb127721,
        AUTHOR = "Cai, D. and Bao, H.J. and He, X.F.",
        TITLE = "Sparse concept coding for visual analysis",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2905-2910",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123903"}

@inproceedings{bb127722,
        AUTHOR = "He, R. and Zheng, W.S. and Hu, B.G. and Kong, X.W.",
        TITLE = "Nonnegative sparse coding for discriminative semi-supervised learning",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2849-2856",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123904"}

@inproceedings{bb127723,
        AUTHOR = "Kulkarni, N. and Li, B.X.",
        TITLE = "Discriminative affine sparse codes for image classification",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "1609-1616",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123905"}

@inproceedings{bb127724,
        AUTHOR = "Yu, K. and Lin, Y.Q. and Lafferty, J.",
        TITLE = "Learning image representations from the pixel level via hierarchical
sparse coding",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "1713-1720",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123906"}

@inproceedings{bb127725,
        AUTHOR = "Bespalov, D. and Dahl, A.L. and Bai, B. and Shokoufandeh, A.",
        TITLE = "On Inferring Image Label Information Using Rank Minimization for
Supervised Concept Embedding",
        BOOKTITLE = SCIA11,
        YEAR = "2011",
        PAGES = "103-113",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123907"}

@inproceedings{bb127726,
        AUTHOR = "Wu, L. and Luo, S.W. and Sun, W. and Zheng, X.",
        TITLE = "Integrating ILSR to Bag-of-Visual Words Model Based on Sparse Codes of
SIFT Features Representations",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4283-4286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123908"}

@inproceedings{bb127727,
        AUTHOR = "Han, X.H. and Chen, Y.W. and Ruan, X.",
        TITLE = "Image recognition by learned linear subspace of combined
bag-of-features and low-level features",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "1049-1052",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123909"}

@inproceedings{bb127728,
        AUTHOR = "Han, X.H. and Chen, Y.W. and Ruan, X.",
        TITLE = "Image Categorization by Learned Nonlinear Subspace of Combined
Visual-Words and Low-Level Features",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "3037-3040",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123910"}

@inproceedings{bb127729,
        AUTHOR = "Zhan, Y.B. and Yin, J.P.",
        TITLE = "Cluster Preserving Embedding",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "621-624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123911"}

@inproceedings{bb127730,
        AUTHOR = "Przelaskowski, A.",
        TITLE = "The Role of Sparse Data Representation in Semantic Image Understanding",
        BOOKTITLE = ICCVG10,
        YEAR = "2010",
        PAGES = "I: 69-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123912"}

@inproceedings{bb127731,
        AUTHOR = "Huang, J.B. and Yang, M.H.",
        TITLE = "Fast sparse representation with prototypes",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3618-3625",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123913"}

@inproceedings{bb127732,
        AUTHOR = "Liu, Y. and Wu, F. and Zhang, Z.H. and Zhuang, Y.T. and Yan, S.C.",
        TITLE = "Sparse representation using nonnegative curds and whey",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3578-3585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123914"}

@inproceedings{bb127733,
        AUTHOR = "Gong, D. and Zhao, X.M. and Yang, Q.",
        TITLE = "Sparse Non-negative Pattern Learning for image representation",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "981-984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123915"}

@inproceedings{bb127734,
        AUTHOR = "Tsai, Y.T. and Wang, Q. and You, S.",
        TITLE = "CDIKP: A highly-compact local feature descriptor",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123916"}

@inproceedings{bb127735,
        AUTHOR = "Heiler, M. and Schnorr, C.",
        TITLE = "Controlling Sparseness in Non-negative Tensor Factorization",
        BOOKTITLE = ECCV06,
        YEAR = "2006",
        PAGES = "I: 56-67",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123917"}

@inproceedings{bb127736,
        AUTHOR = "Heiler, M. and Schnorr, C.",
        TITLE = "Reverse-Convex Programming for Sparse Image Codes",
        BOOKTITLE = EMMCVPR05,
        YEAR = "2005",
        PAGES = "600-616",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123918"}

@inproceedings{bb127737,
        AUTHOR = "Heiler, M. and Schnorr, C.",
        TITLE = "Learning Non-Negative Sparse Image Codes by Convex Programming",
        BOOKTITLE = ICCV05,
        YEAR = "2005",
        PAGES = "II: 1667-1674",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123919"}

@inproceedings{bb127738,
        AUTHOR = "Polak, S. and Shashua, A.",
        TITLE = "The Semi-explicit Shape Model for Multi-object Detection and
Classification",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "II: 336-349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123920"}

@inproceedings{bb127739,
        AUTHOR = "Shashua, A. and Zass, R. and Hazan, T.",
        TITLE = "Multi-way Clustering Using Super-Symmetric Non-negative Tensor
Factorization",
        BOOKTITLE = ECCV06,
        YEAR = "2006",
        PAGES = "IV: 595-608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123921"}

@inproceedings{bb127740,
        AUTHOR = "Hazan, T. and Polak, S. and Shashua, A.",
        TITLE = "Sparse Image Coding Using a 3D Non-Negative Tensor Factorization",
        BOOKTITLE = ICCV05,
        YEAR = "2005",
        PAGES = "I: 50-57",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123922"}

@inproceedings{bb127741,
        AUTHOR = "Haasdonk, B. and Halawani, A. and Burkhardt, H.",
        TITLE = "Adjustable Invariant Features by Partial Haar-Integration",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "II: 769-774",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123923"}

@inproceedings{bb127742,
        AUTHOR = "Molina Gamez, M. and Subirana Vilanova, J.B.",
        TITLE = "Sparse Groups:
A Polynomial Middle-Level Approach for Object Recognition",
        BOOKTITLE = ICPR96,
        YEAR = "1996",
        PAGES = "I: 518-522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT123924"}

@article{bb127743,
        AUTHOR = "Pham, T.V. and Smeulders, A.W.M.",
        TITLE = "Sparse Representation for Coarse and Fine Object Recognition",
        JOURNAL = PAMI,
        VOLUME = "28",
        YEAR = "2006",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "555-567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123925"}

@article{bb127744,
        AUTHOR = "Chiang, C.K. and Liu, C.H. and Duan, C.H. and Lai, S.H.",
        TITLE = "Learning Component-Level Sparse Representation for Image and Video
Categorization",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "4775-4787",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123926"}

@inproceedings{bb127745,
        AUTHOR = "Irie, G. and Li, Z.G. and Wu, X.M. and Chang, S.F.",
        TITLE = "Locally Linear Hashing for Extracting Non-linear Manifolds",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "2123-2130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123927"}

@inproceedings{bb127746,
        AUTHOR = "Chiang, C.K. and Duan, C.H. and Lai, S.H. and Chang, S.F.",
        TITLE = "Learning component-level sparse representation using histogram
information for image classification",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "1519-1526",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123928"}

@article{bb127747,
        AUTHOR = "Liu, B.D. and Wang, Y.X. and Zhang, Y.J. and Shen, B.",
        TITLE = "Learning dictionary on manifolds for image classification",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1879-1890",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123929"}

@article{bb127748,
        AUTHOR = "Lu, C. and Shi, J.P. and Jia, J.Y.",
        TITLE = "Scale Adaptive Dictionary Learning",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "837-847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123930"}

@inproceedings{bb127749,
        AUTHOR = "Lu, C. and Shi, J.P. and Jia, J.Y.",
        TITLE = "Online Robust Dictionary Learning",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "415-422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123931"}

@article{bb127750,
        AUTHOR = "Nozari, H. and Karami, M.R.",
        TITLE = "Design redundant Chebyshev dictionary with generalized extreme value
distribution for sparse approximation and image denoising",
        JOURNAL = SIViP,
        VOLUME = "8",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "327-338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123932"}

@article{bb127751,
        AUTHOR = "Patel, J.N. and Jose, J. and Patnaik, S.",
        TITLE = "Application of Content Specific Dictionaries in Still Image Coding",
        JOURNAL = IEICE,
        VOLUME = "E98-D",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "394-403",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123933"}

@article{bb127752,
        AUTHOR = "Xu, Y. and Sun, Y.P. and Quan, Y.H. and Zheng, B.",
        TITLE = "Discriminative structured dictionary learning with hierarchical group
sparsity",
        JOURNAL = CVIU,
        VOLUME = "136",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "59-68",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123934"}

@article{bb127753,
        AUTHOR = "Quan, Y.H. and Xu, Y. and Sun, Y.P. and Huang, Y.",
        TITLE = "Supervised dictionary learning with multiple classifier integration",
        JOURNAL = PR,
        VOLUME = "55",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "247-260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123935"}

@article{bb127754,
        AUTHOR = "Ni, B.B. and Moulin, P. and Yan, S.C.",
        TITLE = "Order Preserving Sparse Coding",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1615-1628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123936"}

@inproceedings{bb127755,
        AUTHOR = "Ni, B.B. and Moulin, P. and Yan, S.C.",
        TITLE = "Order-Preserving Sparse Coding for Sequence Classification",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "II: 173-187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123937"}

@article{bb127756,
        AUTHOR = "Nazzal, M. and Yeganli, F. and Ozkaramanli, H.",
        TITLE = "A Strategy for Residual Component-Based Multiple Structured
Dictionary Learning",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2059-2063",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123938"}

@article{bb127757,
        AUTHOR = "Chen, J. and Chau, L.",
        TITLE = "Multiscale Dictionary Learning via Cross-Scale Cooperative Learning
and Atom Clustering for Visual Signal Processing",
        JOURNAL = CirSysVideo,
        VOLUME = "25",
        YEAR = "2015",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1457-1468",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123939"}

@article{bb127758,
        AUTHOR = "Thom, M. and Rapp, M. and Palm, G.",
        TITLE = "Efficient Dictionary Learning with Sparseness-Enforcing Projections",
        JOURNAL = IJCV,
        VOLUME = "114",
        YEAR = "2015",
        NUMBER = "2-3",
        MONTH = "September",
        PAGES = "168-194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123940"}

@article{bb127759,
        AUTHOR = "Fawzi, A. and Davies, M. and Frossard, P.",
        TITLE = "Dictionary Learning for Fast Classification Based on Soft-thresholding",
        JOURNAL = IJCV,
        VOLUME = "114",
        YEAR = "2015",
        NUMBER = "2-3",
        MONTH = "September",
        PAGES = "306-321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123941"}

@article{bb127760,
        AUTHOR = "Wohlberg, B.",
        TITLE = "Efficient Algorithms for Convolutional Sparse Representations",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "301-315",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123942"}

@inproceedings{bb127761,
        AUTHOR = "Wohlberg, B.",
        TITLE = "Convolutional sparse representations as an image model for impulse
noise restoration",
        BOOKTITLE = IVMSP16,
        YEAR = "2016",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123943"}

@inproceedings{bb127762,
        AUTHOR = "Wohlberg, B.",
        TITLE = "Convolutional sparse representation of color images",
        BOOKTITLE = Southwest16,
        YEAR = "2016",
        PAGES = "57-60",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123944"}

@inproceedings{bb127763,
        AUTHOR = "Wohlberg, B.",
        TITLE = "Endogenous convolutional sparse representations for transolation
invariant image subspace models",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "2859-2863",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123945"}

@inproceedings{bb127764,
        AUTHOR = "Wohlberg, B.",
        TITLE = "Boundary handling for convolutional sparse representations",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1833-1837",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123946"}

@inproceedings{bb127765,
        AUTHOR = "Skau, E. and Wohlberg, B.",
        TITLE = "A Fast Parallel Algorithm for Convolutional Sparse Coding",
        BOOKTITLE = IVMSP18,
        YEAR = "2018",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123947"}

@inproceedings{bb127766,
        AUTHOR = "Luo, X. and Wohlberg, B.",
        TITLE = "Convolutional Laplacian sparse coding",
        BOOKTITLE = Southwest16,
        YEAR = "2016",
        PAGES = "133-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123948"}

@article{bb127767,
        AUTHOR = "Xu, M. and Wang, Z.",
        TITLE = "A novel double-layer sparse representation approach for unsupervised
dictionary learning",
        JOURNAL = CVIU,
        VOLUME = "143",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123949"}

@inproceedings{bb127768,
        AUTHOR = "Xu, M. and Wang, Z.",
        TITLE = "Unsupervised dictionary learning with double-layer sparse
representation",
        BOOKTITLE = WACV14,
        YEAR = "2014",
        PAGES = "548-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123950"}

@article{bb127769,
        AUTHOR = "Bao, C.L. and Ji, H. and Quan, Y.H. and Shen, Z.W.",
        TITLE = "Dictionary Learning for Sparse Coding: Algorithms and Convergence
Analysis",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1356-1369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123951"}

@inproceedings{bb127770,
        AUTHOR = "Bao, C.L. and Ji, H. and Quan, Y.H. and Shen, Z.W.",
        TITLE = "L0 Norm Based Dictionary Learning by Proximal Methods with Global
Convergence",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "3858-3865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123952"}

@inproceedings{bb127771,
        AUTHOR = "Bao, C.L. and Quan, Y.H. and Ji, H.",
        TITLE = "A Convergent Incoherent Dictionary Learning Algorithm for Sparse Coding",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "VI: 302-316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123953"}

@article{bb127772,
        AUTHOR = "Su, T.F. and Chiang, C.K. and Lai, S.H.",
        TITLE = "A Multiattribute Sparse Coding Approach for Action Recognition From a
Single Unknown Viewpoint",
        JOURNAL = CirSysVideo,
        VOLUME = "26",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1476-1489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123954"}

@inproceedings{bb127773,
        AUTHOR = "Chiang, C.K. and Su, T.F. and Yen, C. and Lai, S.H.",
        TITLE = "Multi-attributed Dictionary Learning for Sparse Coding",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "1137-1144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123955"}

@article{bb127774,
        AUTHOR = "Bian, X. and Krim, H. and Bronstein, A.M. and Dai, L.",
        TITLE = "Sparsity and Nullity: Paradigms for Analysis Dictionary Learning",
        JOURNAL = SIIMS,
        VOLUME = "9",
        YEAR = "2016",
        NUMBER = "3",
        PAGES = "1107-1126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123956"}

@article{bb127775,
        AUTHOR = "Prasad, S. and Labate, D. and Cui, M. and Zhang, Y.",
        TITLE = "Morphologically Decoupled Structured Sparsity for Rotation-Invariant
Hyperspectral Image Analysis",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4355-4366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123957"}

@article{bb127776,
        AUTHOR = "Qi, N. and Shi, Y.H. and Sun, X.Y. and Wang, J.D. and Yin, B.C. and Gao, J.B.",
        TITLE = "Multi-Dimensional Sparse Models",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "163-178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123958"}

@article{bb127777,
        AUTHOR = "Bahri, M. and Panagakis, Y. and Zafeiriou, S.P.",
        TITLE = "Robust Kronecker Component Analysis",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2365-2379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123959"}

@article{bb127778,
        AUTHOR = "Zha, Z.Y. and Yuan, X. and Wen, B.H. and Zhou, J.T. and Zhang, J.C. and Zhu, C.",
        TITLE = "A Benchmark for Sparse Coding:
When Group Sparsity Meets Rank Minimization",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "5094-5109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123960"}

@article{bb127779,
        AUTHOR = "Sulam, J. and Aberdam, A. and Beck, A. and Elad, M.",
        TITLE = "On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional
Neural Networks",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1968-1980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123961"}

@article{bb127780,
        AUTHOR = "Zhou, P. and Lu, C.Y. and Feng, J.S. and Lin, Z.C. and Yan, S.C.",
        TITLE = "Tensor Low-Rank Representation for Data Recovery and Clustering",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1718-1732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123962"}

@inproceedings{bb127781,
        AUTHOR = "Xia, W. and Song, Z. and Feng, J.S. and Cheong, L.F. and Yan, S.C.",
        TITLE = "Segmentation over Detection by Coupled Global and Local Sparse
Representations",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "V: 662-675",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123963"}

@article{bb127782,
        AUTHOR = "Cai, H. and Chao, Z. and Huang, L.X. and Needell, D.",
        TITLE = "Robust Tensor CUR Decompositions: Rapid Low-Tucker-Rank Tensor
Recovery with Sparse Corruptions",
        JOURNAL = SIIMS,
        VOLUME = "17",
        YEAR = "2024",
        NUMBER = "1",
        PAGES = "225-247",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123964"}

@article{bb127783,
        AUTHOR = "Kullberg, A. and Viset, F. and Skog, I. and Hendeby, G.",
        TITLE = "Adaptive Basis Function Selection for Computationally Efficient
Predictions",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "2130-2134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123965"}

@inproceedings{bb127784,
        AUTHOR = "Cheng, H. and Wen, B.",
        TITLE = "Joint Statistical and Spatial Sparse Representation for Robust Image
and Image-Set Classification",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2411-2415",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123966"}

@inproceedings{bb127785,
        AUTHOR = "Wang, Y. and Zou, C. and Tang, Y.Y. and Li, L.",
        TITLE = "Cauchy Matching Pursuit for Robust Sparse Representation and
Classification",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "694-698",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123967"}

@inproceedings{bb127786,
        AUTHOR = "Huang, P. and Hwang, W. and Jong, T.",
        TITLE = "Learning Parseval Frames for Sparse Representation with Frame
Perspective",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3868-3872",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123968"}

@inproceedings{bb127787,
        AUTHOR = "Lin, Y. and Wohlberg, B. and Vesselinov, V.",
        TITLE = "ADMM penalty parameter selection with Krylov subspace recycling
technique for sparse coding",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1945-1949",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123969"}

@inproceedings{bb127788,
        AUTHOR = "Siyahjani, F. and Doretto, G.",
        TITLE = "Learning a Context Aware Dictionary for Sparse Representation",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
        PAGES = "II:228-241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123970"}

@inproceedings{bb127789,
        AUTHOR = "Majumdar, A.",
        TITLE = "Discriminative label consistent dictionary learning",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1016-1020",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123971"}

@inproceedings{bb127790,
        AUTHOR = "Liu, Q.F. and Puthenputhussery, A. and Liu, C.J.",
        TITLE = "Learning the discriminative dictionary for sparse representation by a
general fisher regularized model",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "4347-4351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123972"}

@inproceedings{bb127791,
        AUTHOR = "Mukherjee, L. and Hall, A.",
        TITLE = "Non-negative Sparse Coding with Regularizer for Image Classification",
        BOOKTITLE = WACV15,
        YEAR = "2015",
        PAGES = "852-859",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123973"}

@inproceedings{bb127792,
        AUTHOR = "Lu, K.Y. and Li, J. and An, X.J. and He, H.G.",
        TITLE = "Hierarchical image representation via multi-level sparse coding",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "4902-4906",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123974"}

@inproceedings{bb127793,
        AUTHOR = "Wang, X.Y. and Ji, Q.A.",
        TITLE = "Attribute Augmentation with Sparse Coding",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "4352-4357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123975"}

@inproceedings{bb127794,
        AUTHOR = "Yang, M. and Dai, D.X. and Shen, L. and Van Gool, L.J.",
        TITLE = "Latent Dictionary Learning for Sparse Representation Based
Classification",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "4138-4145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123976"}

@inproceedings{bb127795,
        AUTHOR = "Bevilacqua, M. and Roumy, A. and Guillemot, C. and Morel, M.L.A.",
        TITLE = "K-WEB: Nonnegative dictionary learning for sparse image
representations",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "146-150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123977"}

@inproceedings{bb127796,
        AUTHOR = "Han, S. and Fu, R.Q. and Wang, S.Z. and Wu, X.Y.",
        TITLE = "Online adaptive dictionary learning and weighted sparse coding for
abnormality detection",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "151-155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123978"}

@inproceedings{bb127797,
        AUTHOR = "Shen, L. and Wang, S.H. and Sun, G. and Jiang, S.Q. and Huang, Q.M.",
        TITLE = "Multi-level Discriminative Dictionary Learning towards Hierarchical
Visual Categorization",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "383-390",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123979"}

@inproceedings{bb127798,
        AUTHOR = "Chi, Y.T. and Ali, M. and Rajwade, A. and Ho, J.",
        TITLE = "Block and Group Regularized Sparse Modeling for Dictionary Learning",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "377-382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123980"}

@inproceedings{bb127799,
        AUTHOR = "Khan, N. and Tappen, M.F.",
        TITLE = "Discriminative dictionary learning with spatial priors",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "166-170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT123981"}

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