@article{bb130300,
AUTHOR = "Berthoumieu, Y. and Dossal, C. and Pustelnik, N. and Ricoux, P. and Turcu, F.",
TITLE = "An Evaluation of the Sparsity Degree for Sparse Recovery with
Deterministic Measurement Matrices",
JOURNAL = JMIV,
VOLUME = "48",
YEAR = "2014",
NUMBER = "2",
MONTH = "February",
PAGES = "266-278",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126437"}
@article{bb130301,
AUTHOR = "Chen, Y.J. and Ranftl, R. and Pock, T.",
TITLE = "Insights Into Analysis Operator Learning:
From Patch-Based Sparse Models to Higher Order MRFs",
JOURNAL = IP,
VOLUME = "23",
YEAR = "2014",
NUMBER = "3",
MONTH = "March",
PAGES = "1060-1072",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126438"}
@article{bb130302,
AUTHOR = "Bako, L.",
TITLE = "Subspace Clustering Through Parametric Representation and Sparse
Optimization",
JOURNAL = SPLetters,
VOLUME = "21",
YEAR = "2014",
NUMBER = "3",
MONTH = "March",
PAGES = "356-360",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126439"}
@article{bb130303,
AUTHOR = "Park, S. and Park, S.K. and Hebert, M.",
TITLE = "Fast and Scalable Approximate Spectral Matching for Higher Order
Graph Matching",
JOURNAL = PAMI,
VOLUME = "36",
YEAR = "2014",
NUMBER = "3",
MONTH = "March",
PAGES = "479-492",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126440"}
@article{bb130304,
AUTHOR = "Zhang, C.J. and Liu, J. and Liang, C. and Xue, Z. and Pang, J.B. and Huang, Q.M.",
TITLE = "Image classification by non-negative sparse coding, correlation
constrained low-rank and sparse decomposition",
JOURNAL = CVIU,
VOLUME = "123",
YEAR = "2014",
NUMBER = "1",
PAGES = "14-22",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126441"}
@inproceedings{bb130305,
AUTHOR = "Zhang, C.J. and Liu, J. and Tian, Q. and Xu, C.S. and Lu, H.Q. and Ma, S.D.",
TITLE = "Image classification by non-negative sparse coding, low-rank and sparse
decomposition",
BOOKTITLE = CVPR11,
YEAR = "2011",
PAGES = "1673-1680",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126442"}
@inproceedings{bb130306,
AUTHOR = "Zhang, T.Z. and Ghanem, B. and Liu, S. and Xu, C.S. and Ahuja, N.",
TITLE = "Low-Rank Sparse Coding for Image Classification",
BOOKTITLE = ICCV13,
YEAR = "2013",
PAGES = "281-288",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126443"}
@article{bb130307,
AUTHOR = "Somasundaram, G. and Cherian, A. and Morellas, V. and Papanikolopoulos, N.",
TITLE = "Action recognition using global spatio-temporal features derived from
sparse representations",
JOURNAL = CVIU,
VOLUME = "123",
YEAR = "2014",
NUMBER = "1",
PAGES = "1-13",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126444"}
@inproceedings{bb130308,
AUTHOR = "Somasundaram, G. and Morellas, V. and Papanikolopoulos, N.",
TITLE = "Object classification with efficient global self-similarity descriptors
based on sparse representations",
BOOKTITLE = ICIP12,
YEAR = "2012",
PAGES = "2165-2168",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126445"}
@inproceedings{bb130309,
AUTHOR = "Cherian, A. and Morellas, V. and Papanikolopoulos, N.",
TITLE = "Robust Sparse Hashing",
BOOKTITLE = ICIP12,
YEAR = "2012",
PAGES = "2417-2420",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126446"}
@article{bb130310,
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#TT126447"}
@article{bb130311,
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#TT126448"}
@article{bb130312,
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#TT126449"}
@inproceedings{bb130313,
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#TT126450"}
@article{bb130314,
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#TT126451"}
@article{bb130315,
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#TT126452"}
@article{bb130316,
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#TT126453"}
@inproceedings{bb130317,
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#TT126454"}
@article{bb130318,
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#TT126455"}
@article{bb130319,
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#TT126456"}
@inproceedings{bb130320,
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#TT126457"}
@article{bb130321,
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#TT126458"}
@article{bb130322,
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#TT126459"}
@article{bb130323,
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#TT126460"}
@article{bb130324,
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#TT126461"}
@inproceedings{bb130325,
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#TT126461"}
@article{bb130326,
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#TT126462"}
@inproceedings{bb130327,
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#TT126463"}
@inproceedings{bb130328,
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#TT126464"}
@article{bb130329,
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#TT126465"}
@article{bb130330,
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#TT126466"}
@inproceedings{bb130331,
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#TT126467"}
@article{bb130332,
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#TT126468"}
@article{bb130333,
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#TT126469"}
@article{bb130334,
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#TT126470"}
@article{bb130335,
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#TT126471"}
@article{bb130336,
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#TT126472"}
@article{bb130337,
AUTHOR = "Wen, B. 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#TT126473"}
@inproceedings{bb130338,
AUTHOR = "Wen, B. 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#TT126474"}
@inproceedings{bb130339,
AUTHOR = "Wen, B. 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#TT126475"}
@article{bb130340,
AUTHOR = "Wen, B. 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#TT126476"}
@inproceedings{bb130341,
AUTHOR = "Wen, B. 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#TT126477"}
@article{bb130342,
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#TT126478"}
@article{bb130343,
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#TT126479"}
@article{bb130344,
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#TT126480"}
@article{bb130345,
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#TT126481"}
@article{bb130346,
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#TT126482"}
@article{bb130347,
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#TT126483"}
@inproceedings{bb130348,
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#TT126484"}
@inproceedings{bb130349,
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#TT126485"}
@article{bb130350,
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#TT126486"}
@article{bb130351,
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#TT126487"}
@article{bb130352,
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#TT126488"}
@article{bb130353,
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#TT126489"}
@article{bb130354,
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#TT126490"}
@article{bb130355,
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#TT126491"}
@article{bb130356,
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#TT126492"}
@article{bb130357,
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#TT126493"}
@article{bb130358,
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#TT126494"}
@article{bb130359,
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#TT126495"}
@article{bb130360,
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#TT126496"}
@article{bb130361,
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#TT126497"}
@inproceedings{bb130362,
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#TT126498"}
@article{bb130363,
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#TT126499"}
@article{bb130364,
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#TT126500"}
@inproceedings{bb130365,
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#TT126501"}
@inproceedings{bb130366,
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#TT126502"}
@inproceedings{bb130367,
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#TT126503"}
@inproceedings{bb130368,
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#TT126504"}
@inproceedings{bb130369,
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#TT126505"}
@article{bb130370,
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#TT126506"}
@article{bb130371,
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#TT126507"}
@article{bb130372,
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#TT126508"}
@article{bb130373,
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#TT126509"}
@article{bb130374,
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#TT126510"}
@article{bb130375,
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#TT126511"}
@article{bb130376,
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#TT126512"}
@article{bb130377,
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#TT126513"}
@inproceedings{bb130378,
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#TT126514"}
@article{bb130379,
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#TT126515"}
@article{bb130380,
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#TT126516"}
@article{bb130381,
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#TT126516"}
@article{bb130382,
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#TT126517"}
@inproceedings{bb130383,
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#TT126518"}
@article{bb130384,
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#TT126519"}
@article{bb130385,
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#TT126520"}
@article{bb130386,
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#TT126521"}
@article{bb130387,
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#TT126522"}
@article{bb130388,
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#TT126523"}
@article{bb130389,
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#TT126524"}
@article{bb130390,
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#TT126525"}
@article{bb130391,
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#TT126526"}
@article{bb130392,
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#TT126527"}
@article{bb130393,
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#TT126528"}
@inproceedings{bb130394,
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#TT126529"}
@article{bb130395,
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#TT126530"}
@inproceedings{bb130396,
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#TT126531"}
@article{bb130397,
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#TT126532"}
@inproceedings{bb130398,
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#TT126533"}
@inproceedings{bb130399,
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#TT126534"}
Last update:Mar 28, 2026 at 17:09:41