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Random Compression",
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@article{bb130763,
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@article{bb130764,
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@article{bb130766,
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@inproceedings{bb130767,
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@inproceedings{bb130768,
        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#TT126903"}

@article{bb130769,
        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,
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        YEAR = "2014",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2434-2442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126904"}

@article{bb130770,
        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",
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        PAGES = "1561-1572",
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@inproceedings{bb130771,
        AUTHOR = "Yang, J.Y. and Wu, Z.Y. and Hou, C.P.",
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of noise level functions",
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@article{bb130772,
        AUTHOR = "Ulku, I. and Toreyin, B.U.",
        TITLE = "Sparse coding of hyperspectral imagery using online learning",
        JOURNAL = SIViP,
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@article{bb130773,
        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,
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@article{bb130774,
        AUTHOR = "Hettiarachchi, R. and Peters, J.F.",
        TITLE = "Multi-manifold LLE learning in pattern recognition",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "9",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126909"}

@article{bb130775,
        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",
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        NUMBER = "8",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126910"}

@article{bb130776,
        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,
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        PAGES = "190-199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126911"}

@article{bb130777,
        AUTHOR = "Wen, B. and Ravishankar, S. and Bresler, Y.",
        TITLE = "Structured Overcomplete Sparsifying Transform Learning with Convergence
Guarantees and Applications",
        JOURNAL = IJCV,
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        MONTH = "September",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126912"}

@inproceedings{bb130778,
        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#TT126913"}

@inproceedings{bb130779,
        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#TT126914"}

@article{bb130780,
        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",
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        MONTH = "April",
        PAGES = "1691-1704",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126915"}

@inproceedings{bb130781,
        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#TT126916"}

@article{bb130782,
        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#TT126917"}

@article{bb130783,
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        TITLE = "Convergence analysis of the zero-attracting variable step-size LMS
algorithm for sparse system identification",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126918"}

@article{bb130784,
        AUTHOR = "Eleyan, G. and Salman, M.S.",
        TITLE = "Convergence analysis of the mixed-norm LMS and two versions for sparse
system identification",
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        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",
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@article{bb130786,
        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,
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        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,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126922"}

@inproceedings{bb130788,
        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,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126923"}

@inproceedings{bb130789,
        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",
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        YEAR = "2014",
        PAGES = "2505-2512",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126924"}

@article{bb130790,
        AUTHOR = "Chabiron, O. and Malgouyres, F. and Tourneret, J.Y. and Dobigeon, N.",
        TITLE = "Toward Fast Transform Learning",
        JOURNAL = IJCV,
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@article{bb130791,
        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,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126926"}

@article{bb130792,
        AUTHOR = "Fukui, K. and Maki, A.",
        TITLE = "Difference Subspace and Its Generalization for Subspace-Based Methods",
        JOURNAL = PAMI,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126927"}

@article{bb130793,
        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,
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        YEAR = "2015",
        NUMBER = "3",
        MONTH = "November",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126928"}

@article{bb130794,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126929"}

@article{bb130795,
        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,
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126930"}

@article{bb130796,
        AUTHOR = "Li, X. and Fang, M. and Zhang, J.J.",
        TITLE = "Projected Transfer Sparse Coding for cross domain image
representation",
        JOURNAL = JVCIR,
        VOLUME = "33",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126931"}

@article{bb130797,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126932"}

@article{bb130798,
        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#TT126933"}

@article{bb130799,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT126934"}

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