@article{bb133600,
        AUTHOR = "Cherian, A. and Sra, S. and Morellas, V. and Papanikolopoulos, N.P.",
        TITLE = "Efficient Nearest Neighbors via Robust Sparse Hashing",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3646-3655",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129720"}

@article{bb133601,
        AUTHOR = "Zheng, N. and Qi, L. and Guan, L.",
        TITLE = "Generalized multiple maximum scatter difference feature extraction
using QR decomposition",
        JOURNAL = JVCIR,
        VOLUME = "25",
        YEAR = "2014",
        NUMBER = "6",
        PAGES = "1460-1471",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129721"}

@article{bb133602,
        AUTHOR = "Zheng, N. and Guo, X. and Tie, Y. and Dong, N. and Qi, L. and Guan, L.",
        TITLE = "Incremental generalized multiple maximum scatter difference with
applications to feature extraction",
        JOURNAL = JVCIR,
        VOLUME = "55",
        YEAR = "2018",
        PAGES = "67-79",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129722"}

@inproceedings{bb133603,
        AUTHOR = "Zheng, N. and Qi, L. and Gao, L. and Guan, L.",
        TITLE = "Generalized MMSD feature extraction using QR decomposition",
        BOOKTITLE = VCIP12,
        YEAR = "2012",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129723"}

@article{bb133604,
        AUTHOR = "Yang, W.K. and Wang, Z.Y. and Sun, C.Y.",
        TITLE = "A collaborative representation based projections method for feature
extraction",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "20-27",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129724"}

@article{bb133605,
        AUTHOR = "Jiang, R. and Qiao, H. and Zhang, B.",
        TITLE = "Speeding Up Graph Regularized Sparse Coding by Dual Gradient Ascent",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "313-317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129725"}

@article{bb133606,
        AUTHOR = "Su, Y. and Li, S. and Wang, S.J. and Fu, Y.",
        TITLE = "Submanifold Decomposition",
        JOURNAL = CirSysVideo,
        VOLUME = "24",
        YEAR = "2014",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1885-1897",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129726"}

@inproceedings{bb133607,
        AUTHOR = "Su, Y. and Wang, S.J. and Fu, Y.",
        TITLE = "Submanifold decomposition",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1755-1758",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129727"}

@article{bb133608,
        AUTHOR = "Liu, Y. and Liu, C.Y. and Tang, Y.F. and Liu, H. and Ouyang, S.X. and Li, X.M.",
        TITLE = "Robust block sparse discriminative classification framework",
        JOURNAL = JOSA-A,
        VOLUME = "31",
        YEAR = "2014",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2806-2813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129728"}

@article{bb133609,
        AUTHOR = "Liu, Y. and Li, X.M. and Liu, C.Y. and Liu, H.",
        TITLE = "Structure-Constrained Low-Rank and Partial Sparse Representation with
Sample Selection for image classification",
        JOURNAL = PR,
        VOLUME = "59",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "5-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129729"}

@inproceedings{bb133610,
        AUTHOR = "Liu, Y. and Liu, H. and Liu, C.Y. and Li, X.M.",
        TITLE = "Structure-constrained low-rank and partial sparse representation for
image classification",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5222-5226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129730"}

@article{bb133611,
        AUTHOR = "Xu, Y. and Yu, L.C. and Xu, H.T. and Zhang, H. and Nguyen, T.",
        TITLE = "Vector Sparse Representation of Color Image Using Quaternion Matrix
Analysis",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1315-1329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129731"}

@article{bb133612,
        AUTHOR = "Shen, X.Y. and Gu, Y.T.",
        TITLE = "Restricted Isometry Property of Subspace Projection Matrix Under
Random Compression",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1326-1330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129732"}

@article{bb133613,
        AUTHOR = "Zhou, X.W. and Yang, C. and Zhao, H.Y. and Yu, W.C.",
        TITLE = "Low-Rank Modeling and Its Applications in Image Analysis",
        JOURNAL = Surveys,
        VOLUME = "47",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "Article No 36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129733"}

@article{bb133614,
        AUTHOR = "Srinivas, U. and Suo, Y.M. and Dao, M. and Monga, V. and Tran, T.D.",
        TITLE = "Structured Sparse Priors for Image Classification",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1763-1776",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129734"}

@inproceedings{bb133615,
        AUTHOR = "Tran, T.D. and Monga, V. and Dao, M. and Suo, Y.M. and Srinivas, U.",
        TITLE = "Structured Sparse Priors for Image Classification",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "3211-3215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129734"}

@article{bb133616,
        AUTHOR = "Mousavi, H.S. and Monga, V. and Tran, T.D.",
        TITLE = "Iterative Convex Refinement for Sparse Recovery",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1903-1907",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129735"}

@inproceedings{bb133617,
        AUTHOR = "Suo, Y.M. and Dao, M. and Tran, T.D. and Mousavi, H.S. and Srinivas, U. and Monga, V.",
        TITLE = "Group structured dirty dictionary learning for classification",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "150-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129736"}

@inproceedings{bb133618,
        AUTHOR = "Mousavi, H.S. and Srinivas, U. and Monga, V. and Suo, Y.M. and Dao, M. and Tran, T.D.",
        TITLE = "Multi-task image classification via collaborative, hierarchical
spike-and-slab priors",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "4236-4240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129737"}

@article{bb133619,
        AUTHOR = "Zhi, R.C. and Zhao, L. and Shi, B.L. and Jin, Y.",
        TITLE = "Learning a Two-Dimensional Fuzzy Discriminant Locality Preserving
Subspace for Visual Recognition",
        JOURNAL = IEICE,
        VOLUME = "E97-D",
        YEAR = "2014",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2434-2442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129738"}

@article{bb133620,
        AUTHOR = "Yang, J.Y. and Gan, Z.Q. and Wu, Z.Y. and Hou, C.P.",
        TITLE = "Estimation of Signal-Dependent Noise Level Function in Transform
Domain via a Sparse Recovery Model",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1561-1572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129739"}

@inproceedings{bb133621,
        AUTHOR = "Yang, J.Y. and Wu, Z.Y. and Hou, C.P.",
        TITLE = "Estimation of signal-dependent sensor noise via sparse representation
of noise level functions",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "673-676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129740"}

@article{bb133622,
        AUTHOR = "Ulku, I. and Toreyin, B.U.",
        TITLE = "Sparse coding of hyperspectral imagery using online learning",
        JOURNAL = SIViP,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "May",
        PAGES = "959-966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129741"}

@article{bb133623,
        AUTHOR = "Gao, Q.X. and Huang, Y.F. and Zhang, H.L. and Hong, X. and Li, K. and Wang, Y.",
        TITLE = "Discriminative sparsity preserving projections for image recognition",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "8",
        PAGES = "2543-2553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129742"}

@article{bb133624,
        AUTHOR = "Hettiarachchi, R. and Peters, J.F.",
        TITLE = "Multi-manifold LLE learning in pattern recognition",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "9",
        PAGES = "2947-2960",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129743"}

@article{bb133625,
        AUTHOR = "Zhang, L. and Leng, Y.Q. and Yang, J.W. and Li, F.Z.",
        TITLE = "Supervised locally linear embedding algorithm based on orthogonal
matching pursuit",
        JOURNAL = IET-IPR,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "8",
        PAGES = "626-633",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129744"}

@article{bb133626,
        AUTHOR = "Qian, L.Q. and Zhang, L. and Bao, X. and Li, F.Z. and Yang, J.W.",
        TITLE = "Supervised sparse neighbourhood preserving embedding",
        JOURNAL = IET-IPR,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "190-199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129745"}

@article{bb133627,
        AUTHOR = "Wen, B.H. and Ravishankar, S. and Bresler, Y.",
        TITLE = "Structured Overcomplete Sparsifying Transform Learning with Convergence
Guarantees and Applications",
        JOURNAL = IJCV,
        VOLUME = "114",
        YEAR = "2015",
        NUMBER = "2-3",
        MONTH = "September",
        PAGES = "137-167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129746"}

@inproceedings{bb133628,
        AUTHOR = "Wen, B.H. and Ravishankar, S. and Bresler, Y.",
        TITLE = "Learning overcomplete sparsifying transforms with block cosparsity",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "803-807",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129747"}

@inproceedings{bb133629,
        AUTHOR = "Wen, B.H. and Ravishankar, S. and Bresler, Y.",
        TITLE = "Learning flipping and rotation invariant sparsifying transforms",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3857-3861",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129748"}

@article{bb133630,
        AUTHOR = "Wen, B.H. and Ravishankar, S. and Bresler, Y.",
        TITLE = "VIDOSAT: High-Dimensional Sparsifying Transform Learning for Online
Video Denoising",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1691-1704",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129749"}

@inproceedings{bb133631,
        AUTHOR = "Wen, B.H. and Ravishankar, S. and Bresler, Y.",
        TITLE = "Video denoising by online 3D sparsifying transform learning",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "118-122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129750"}

@article{bb133632,
        AUTHOR = "Ravishankar, S. and Bresler, Y.",
        TITLE = "Efficient Blind Compressed Sensing Using Sparsifying Transforms with
Convergence Guarantees and Application to Magnetic Resonance Imaging",
        JOURNAL = SIIMS,
        VOLUME = "8",
        YEAR = "2015",
        NUMBER = "4",
        PAGES = "2519-2557",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129751"}

@article{bb133633,
        AUTHOR = "Jahromi, M.N.S. and Salman, M.S. and Hocanin, A. and Kukrer, O.",
        TITLE = "Convergence analysis of the zero-attracting variable step-size LMS
algorithm for sparse system identification",
        JOURNAL = SIViP,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "September",
        PAGES = "1353-1356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129752"}

@article{bb133634,
        AUTHOR = "Eleyan, G. and Salman, M.S.",
        TITLE = "Convergence analysis of the mixed-norm LMS and two versions for sparse
system identification",
        JOURNAL = SIViP,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "July",
        PAGES = "965-970",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129753"}

@article{bb133635,
        AUTHOR = "Jahromi, M.N.S. and Salman, M.S. and Hocanin, A. and Kukrer, O.",
        TITLE = "Mean-square deviation analysis of the zero-attracting variable
step-size LMS algorithm",
        JOURNAL = SIViP,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "533-540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129754"}

@article{bb133636,
        AUTHOR = "Aliyu, M.L. and Alkassim, M.A. and Salman, M.S.",
        TITLE = "A p-norm variable step-size LMS algorithm for sparse system
identification",
        JOURNAL = SIViP,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "7",
        MONTH = "October",
        PAGES = "1559-1565",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129755"}

@article{bb133637,
        AUTHOR = "Xie, J.N. and Hu, W.Z. and Zhu, S.C. and Wu, Y.N.",
        TITLE = "Learning Sparse FRAME Models for Natural Image Patterns",
        JOURNAL = IJCV,
        VOLUME = "114",
        YEAR = "2015",
        NUMBER = "2-3",
        MONTH = "September",
        PAGES = "91-112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129756"}

@inproceedings{bb133638,
        AUTHOR = "Xie, J.N. and Hu, W.Z. and Zhu, S.C. and Wu, Y.N.",
        TITLE = "Learning Inhomogeneous FRAME Models for Object Patterns",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "1035-1042",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129757"}

@inproceedings{bb133639,
        AUTHOR = "Dai, J.F. and Hong, Y. and Hu, W.Z. and Zhu, S.C. and Wu, Y.N.",
        TITLE = "Unsupervised Learning of Dictionaries of Hierarchical Compositional
Models",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "2505-2512",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129758"}

@article{bb133640,
        AUTHOR = "Chabiron, O. and Malgouyres, F. and Tourneret, J.Y. and Dobigeon, N.",
        TITLE = "Toward Fast Transform Learning",
        JOURNAL = IJCV,
        VOLUME = "114",
        YEAR = "2015",
        NUMBER = "2-3",
        MONTH = "September",
        PAGES = "195-216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129759"}

@article{bb133641,
        AUTHOR = "Ji, J.Q. and Li, J.M. and Tian, Q. and Yan, S.C. and Zhang, B.",
        TITLE = "Angular-Similarity-Preserving Binary Signatures for Linear Subspaces",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4372-4380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129760"}

@article{bb133642,
        AUTHOR = "Fukui, K. and Maki, A.",
        TITLE = "Difference Subspace and Its Generalization for Subspace-Based Methods",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2164-2177",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129761"}

@article{bb133643,
        AUTHOR = "Camerlenghi, F. and Villa, E.",
        TITLE = "Optimal Bandwidth of the Minkowski Content-Based Estimator of the Mean
Density of Random Closed Sets: Theoretical Results and Numerical
Experiments",
        JOURNAL = JMIV,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "November",
        PAGES = "264-287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129762"}

@article{bb133644,
        AUTHOR = "Tao, J. and Wen, S.T. and Hu, W.J.",
        TITLE = "Robust domain adaptation image classification via sparse and low rank
representation",
        JOURNAL = JVCIR,
        VOLUME = "33",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "134-148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129763"}

@article{bb133645,
        AUTHOR = "Tao, J.W. and Song, D.W. and Wen, S.T. and Hu, W.J.",
        TITLE = "Robust multi-source adaptation visual classification using supervised
low-rank representation",
        JOURNAL = PR,
        VOLUME = "61",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "47-65",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129764"}

@article{bb133646,
        AUTHOR = "Li, X. and Fang, M. and Zhang, J.J.",
        TITLE = "Projected Transfer Sparse Coding for cross domain image
representation",
        JOURNAL = JVCIR,
        VOLUME = "33",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "265-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129765"}

@article{bb133647,
        AUTHOR = "Xu, Y. and Zhang, B. and Zhong, Z.F.",
        TITLE = "Multiple representations and sparse representation for image
classification",
        JOURNAL = PRL,
        VOLUME = "68, Part 1",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "9-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129766"}

@article{bb133648,
        AUTHOR = "Kelly, P.A. and Kibria, S.",
        TITLE = "Complex Exponential Pseudomodes of LTI Operators Over Finite
Intervals",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "135-138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129767"}

@article{bb133649,
        AUTHOR = "Zheng, H.X. and Ip, H.H.S.",
        TITLE = "Image classification and annotation based on robust regularized coding",
        JOURNAL = SIViP,
        VOLUME = "10",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "55-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129768"}

@article{bb133650,
        AUTHOR = "Li, P. and Bu, J.J. and Yu, J. and Chen, C.",
        TITLE = "Towards robust subspace recovery via sparsity-constrained latent
low-rank representation",
        JOURNAL = JVCIR,
        VOLUME = "37",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "46-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129769"}

@article{bb133651,
        AUTHOR = "Karygianni, S. and Frossard, P.",
        TITLE = "Sparse molecular image representation",
        JOURNAL = JVCIR,
        VOLUME = "36",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "213-228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129770"}

@inproceedings{bb133652,
        AUTHOR = "Karygianni, S. and Frossard, P.",
        TITLE = "Learning from sparse codes",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3862-3866",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129771"}

@article{bb133653,
        AUTHOR = "Yang, L. and Jing, L.P. and Ng, M.K. and Yu, J.",
        TITLE = "A discriminative and sparse topic model for image classification and
annotation",
        JOURNAL = IVC,
        VOLUME = "51",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "22-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129772"}

@article{bb133654,
        AUTHOR = "Larsson, V. and Olsson, C.",
        TITLE = "Convex Low Rank Approximation",
        JOURNAL = IJCV,
        VOLUME = "120",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "November",
        PAGES = "194-214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129773"}

@inproceedings{bb133655,
        AUTHOR = "Larsson, V. and Olsson, C.",
        TITLE = "Convex Envelopes for Low Rank Approximation",
        BOOKTITLE = EMMCVPR15,
        YEAR = "2015",
        PAGES = "1-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129774"}

@inproceedings{bb133656,
        AUTHOR = "Larsson, V. and Olsson, C. and Kahl, F.",
        TITLE = "A Simple Method for Subspace Estimation with Corrupted Columns",
        BOOKTITLE = RSL-CV15,
        YEAR = "2015",
        PAGES = "841-849",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129775"}

@inproceedings{bb133657,
        AUTHOR = "Olsson, C. and Carlsson, M. and Bylow, E.",
        TITLE = "A Non-convex Relaxation for Fixed-Rank Approximation",
        BOOKTITLE = RSL-CV17,
        YEAR = "2017",
        PAGES = "1809-1817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129776"}

@inproceedings{bb133658,
        AUTHOR = "Bylow, E. and Olsson, C. and Kahl, F. and Nilsson, M.",
        TITLE = "Minimizing the Maximal Rank",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5887-5895",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129777"}

@inproceedings{bb133659,
        AUTHOR = "Larsson, V. and Olsson, C. and Bylow, E. and Kahl, F.",
        TITLE = "Rank Minimization with Structured Data Patterns",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "III: 250-265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129778"}

@article{bb133660,
        AUTHOR = "Kim, E. and Lee, M. and Oh, S.H.",
        TITLE = "Robust Elastic-Net Subspace Representation",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4245-4259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129779"}

@article{bb133661,
        AUTHOR = "Gao, S.H. and Zeng, Z.N. and Jia, K. and Chan, T.H. and Tang, J.H.",
        TITLE = "Patch-Set-Based Representation for Alignment-Free Image Set
Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "26",
        YEAR = "2016",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1646-1658",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129780"}

@article{bb133662,
        AUTHOR = "Ji, H.K. and Sun, Q.S. and Yuan, Y.H. and Ji, Z.X.",
        TITLE = "C2DMCP: View-consistent collaborative discriminative multiset
correlation projection for data representation",
        JOURNAL = JVCIR,
        VOLUME = "40, Part B",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "393-405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129781"}

@article{bb133663,
        AUTHOR = "Shen, X.B. and Yuan, Y.H. and Shen, F.M. and Xu, Y. and Sun, Q.S.",
        TITLE = "A novel multi-view dimensionality reduction and recognition framework
with applications to face recognition",
        JOURNAL = JVCIR,
        VOLUME = "53",
        YEAR = "2018",
        PAGES = "161-170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129782"}

@article{bb133664,
        AUTHOR = "Wang, Q.Q. and Ma, L. and Gao, Q.X. and Li, Y.S. and Huang, Y.F. and Liu, Y.",
        TITLE = "Adaptive maximum margin analysis for image recognition",
        JOURNAL = PR,
        VOLUME = "61",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "339-347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129783"}

@article{bb133665,
        AUTHOR = "Zhan, Y.Z. and Liu, J. and Gou, J.P. and Wang, M.C.",
        TITLE = "A video semantic detection method based on locality-sensitive
discriminant sparse representation and weighted KNN",
        JOURNAL = JVCIR,
        VOLUME = "41",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "65-73",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129784"}

@article{bb133666,
        AUTHOR = "Zhang, S.Z. and Wang, J.J. and Tao, X.Y. and Gong, Y.H. and Zheng, N.N.",
        TITLE = "Constructing Deep Sparse Coding Network for image classification",
        JOURNAL = PR,
        VOLUME = "64",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "130-140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129785"}

@article{bb133667,
        AUTHOR = "Luu, K. and Savvides, M. and Bui, T.D. and Suen, C.Y.",
        TITLE = "Compressed Submanifold Multifactor Analysis",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "444-456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129786"}

@inproceedings{bb133668,
        AUTHOR = "Luu, K. and Savvides, M. and Bui, T.D. and Suen, C.Y.",
        TITLE = "Compressed Submanifold Multifactor Analysis with adaptive factor
structures",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2715-2718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129787"}

@article{bb133669,
        AUTHOR = "Hsaio, W.H. and Liu, C.L. and Wu, W.L.",
        TITLE = "Locality-constrained max-margin sparse coding",
        JOURNAL = PR,
        VOLUME = "65",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "285-295",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129788"}

@article{bb133670,
        AUTHOR = "Lim, K.L. and Wang, H.",
        TITLE = "Sparse Coding Based Fisher Vector Using a Bayesian Approach",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "91-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129789"}

@article{bb133671,
        AUTHOR = "Wang, H. and Lim, K.L.",
        TITLE = "Sparse Coding Based Fisher Vector Using a Bayesian Approach",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "520-520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129789"}

@article{bb133672,
        AUTHOR = "Sankaran, A. and Vatsa, M. and Singh, R. and Majumdar, A.",
        TITLE = "Group sparse autoencoder",
        JOURNAL = IVC,
        VOLUME = "60",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "64-74",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129790"}

@inproceedings{bb133673,
        AUTHOR = "Yadav, S. and Singh, M. and Vatsa, M. and Singh, R. and Majumdar, A.",
        TITLE = "Low rank group sparse representation based classifier for pose
variation",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "2986-2990",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129791"}

@article{bb133674,
        AUTHOR = "Liu, S.G. and Li, L.J. and Peng, Y. and Qiu, G.Y. and Lei, T.",
        TITLE = "Improved sparse representation method for image classification",
        JOURNAL = IET-CV,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "June",
        PAGES = "319-330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129792"}

@article{bb133675,
        AUTHOR = "Peng, Y. and Li, L.J. and Liu, S.G. and Li, J. and Cao, H.",
        TITLE = "Virtual samples and sparse representation-based classification
algorithm for face recognition",
        JOURNAL = IET-CV,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "172-177",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129793"}

@article{bb133676,
        AUTHOR = "Peng, Y. and Li, L.J. and Liu, S.G. and Li, J. and Wang, X.L.",
        TITLE = "Extended sparse representation-based classification method for face
recognition",
        JOURNAL = RealTimeIP,
        VOLUME = "14",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "991-1007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129794"}

@article{bb133677,
        AUTHOR = "Liao, Y.Y. and Wang, Y. and Liu, Y.",
        TITLE = "Graph Regularized Auto-Encoders for Image Representation",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2839-2852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129795"}

@article{bb133678,
        AUTHOR = "Eftekhari, A. and Balzano, L. and Wakin, M.B.",
        TITLE = "What to Expect When You Are Expecting on the Grassmannian",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "872-876",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129796"}

@article{bb133679,
        AUTHOR = "Zhang, Y.P. and Xiang, M. and Yang, B.",
        TITLE = "Low-rank preserving embedding",
        JOURNAL = PR,
        VOLUME = "70",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "112-125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129797"}

@article{bb133680,
        AUTHOR = "Shu, Z.Q. and Fan, H.F. and Huang, P. and Wu, D. and Ye, F.Y. and Wu, X.J.",
        TITLE = "Multiple Laplacian graph regularised low-rank representation with
application to image representation",
        JOURNAL = IET-IPR,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "370-378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129798"}

@article{bb133681,
        AUTHOR = "Qiao, X. and Liu, X.Q. and Chen, Y.W. and Liu, Z.P.",
        TITLE = "Multi-dimensional data representation using linear tensor coding",
        JOURNAL = IET-IPR,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "492-501",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129799"}

@article{bb133682,
        AUTHOR = "Yao, C. and Liu, Y.F. and Jiang, B. and Han, J.G. and Han, J.W.",
        TITLE = "LLE Score: A New Filter-Based Unsupervised Feature Selection Method
Based on Nonlinear Manifold Embedding and Its Application to Image
Recognition",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5257-5269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129800"}

@article{bb133683,
        AUTHOR = "Ji, R. and Liu, H. and Cao, L. and Liu, D. and Wu, Y. and Huang, F.",
        TITLE = "Toward Optimal Manifold Hashing via Discrete Locally Linear Embedding",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5411-5420",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129801"}

@inproceedings{bb133684,
        AUTHOR = "Liu, H. and Ji, R. and Wu, Y. and Huang, F. and Zhang, B.",
        TITLE = "Cross-Modality Binary Code Learning via Fusion Similarity Hashing",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "6345-6353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129802"}

@article{bb133685,
        AUTHOR = "Gu, J. and Jiao, L.C. and Liu, F. and Yang, S.Y. and Wang, R.F. and Chen, P. and Cui, Y.H. and Xie, J.H. and Zhang, Y.",
        TITLE = "Random subspace based ensemble sparse representation",
        JOURNAL = PR,
        VOLUME = "74",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "544-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129803"}

@inproceedings{bb133686,
        AUTHOR = "Yu, X. and Liu, T.L. and Wang, X.C. and Tao, D.C.",
        TITLE = "On Compressing Deep Models by Low Rank and Sparse Decomposition",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "67-76",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129804"}

@article{bb133687,
        AUTHOR = "Wang, B.Y. and Hu, Y.L. and Gao, J.B. and Ali, M. and Tien, D. and Sun, Y.F. and Yin, B.C.",
        TITLE = "Low Rank Representation on SPD matrices with Log-Euclidean metric",
        JOURNAL = PR,
        VOLUME = "76",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "623-634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129805"}

@inproceedings{bb133688,
        AUTHOR = "Wang, B.Y. and Hu, Y.L. and Gao, J.B. and Sun, Y.F. and Yin, B.C.",
        TITLE = "Low Rank Representation on Grassmann Manifolds",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "I: 81-96",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129806"}

@inproceedings{bb133689,
        AUTHOR = "Piao, X.L. and Hu, Y.L. and Gao, J.B. and Sun, Y.F. and Yang, X. and Yin, B.C.",
        TITLE = "A Spectral Clustering on Grassmann Manifold via Double Low Rank
Constraint",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9392-9398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129807"}

@inproceedings{bb133690,
        AUTHOR = "Piao, X.L. and Hu, Y.L. and Gao, J.B. and Sun, Y.F. and Yin, B.C.",
        TITLE = "Double Nuclear Norm Based Low Rank Representation on Grassmann
Manifolds for Clustering",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "12067-12076",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129808"}

@article{bb133691,
        AUTHOR = "Chen, B.H. and Li, J. and Wei, G. and Ma, B.",
        TITLE = "A novel localized and second order feature coding network for image
recognition",
        JOURNAL = PR,
        VOLUME = "76",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "339-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129809"}

@inproceedings{bb133692,
        AUTHOR = "Chen, B.H. and Li, J. and Ma, B. and Wei, G.",
        TITLE = "Convolutional sparse coding classification model for image
classification",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1918-1922",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129810"}

@article{bb133693,
        AUTHOR = "Osher, S.J. and Shi, Z.Q. and Zhu, W.",
        TITLE = "Low Dimensional Manifold Model for Image Processing",
        JOURNAL = SIIMS,
        VOLUME = "10",
        YEAR = "2017",
        NUMBER = "4",
        PAGES = "1669-1690",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129811"}

@article{bb133694,
        AUTHOR = "Xue, S.K. and Jin, X.Y.",
        TITLE = "Robust classwise and projective low-rank representation for image
classification",
        JOURNAL = SIViP,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "107-115",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129812"}

@article{bb133695,
        AUTHOR = "Hu, X. and Heide, F. and Dai, Q. and Wetzstein, G.",
        TITLE = "Convolutional Sparse Coding for RGB-NIR Imaging",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1611-1625",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129813"}

@inproceedings{bb133696,
        AUTHOR = "Choudhury, B. and Swanson, R. and Heide, F. and Wetzstein, G. and Heidrich, W.",
        TITLE = "Consensus Convolutional Sparse Coding",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "4290-4298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129814"}

@article{bb133697,
        AUTHOR = "Lu, X.H. and He, Z.Y. and Yi, S.Y. and Chen, W.S.",
        TITLE = "Joint of locality- and globality-preserving projections",
        JOURNAL = SIViP,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "565-572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129815"}

@article{bb133698,
        AUTHOR = "Zhang, X. and Sun, J. and Ma, S. and Lin, Z. and Zhang, J. and Wang, S. and Gao, W.",
        TITLE = "Globally Variance-Constrained Sparse Representation and Its
Application in Image Set Coding",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3753-3765",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129816"}

@article{bb133699,
        AUTHOR = "Hosny, K.M. and Darwish, M.M.",
        TITLE = "New Set of Quaternion Moments for Color Images Representation and
Recognition",
        JOURNAL = JMIV,
        VOLUME = "60",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "June",
        PAGES = "717-736",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT129817"}

Last update: