@article{bb128400,
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#TT124544"}
@inproceedings{bb128401,
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#TT124545"}
@article{bb128402,
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#TT124546"}
@article{bb128403,
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#TT124547"}
@article{bb128404,
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#TT124548"}
@article{bb128405,
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#TT124549"}
@article{bb128406,
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#TT124550"}
@article{bb128407,
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#TT124551"}
@inproceedings{bb128408,
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#TT124552"}
@inproceedings{bb128409,
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#TT124553"}
@article{bb128410,
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#TT124554"}
@article{bb128411,
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#TT124555"}
@article{bb128412,
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#TT124556"}
@article{bb128413,
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#TT124557"}
@article{bb128414,
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#TT124558"}
@article{bb128415,
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#TT124559"}
@article{bb128416,
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#TT124560"}
@article{bb128417,
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#TT124561"}
@article{bb128418,
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#TT124562"}
@article{bb128419,
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#TT124563"}
@article{bb128420,
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#TT124564"}
@article{bb128421,
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#TT124565"}
@inproceedings{bb128422,
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#TT124566"}
@article{bb128423,
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#TT124567"}
@article{bb128424,
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#TT124568"}
@inproceedings{bb128425,
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#TT124569"}
@inproceedings{bb128426,
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#TT124570"}
@inproceedings{bb128427,
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#TT124571"}
@inproceedings{bb128428,
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#TT124572"}
@inproceedings{bb128429,
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#TT124573"}
@article{bb128430,
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#TT124574"}
@article{bb128431,
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#TT124575"}
@article{bb128432,
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#TT124576"}
@article{bb128433,
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#TT124577"}
@article{bb128434,
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#TT124578"}
@article{bb128435,
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#TT124579"}
@article{bb128436,
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#TT124580"}
@article{bb128437,
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#TT124581"}
@inproceedings{bb128438,
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#TT124582"}
@article{bb128439,
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#TT124583"}
@article{bb128440,
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#TT124584"}
@article{bb128441,
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#TT124584"}
@article{bb128442,
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#TT124585"}
@inproceedings{bb128443,
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#TT124586"}
@article{bb128444,
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#TT124587"}
@article{bb128445,
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#TT124588"}
@article{bb128446,
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#TT124589"}
@article{bb128447,
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#TT124590"}
@article{bb128448,
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#TT124591"}
@article{bb128449,
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#TT124592"}
@article{bb128450,
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#TT124593"}
@article{bb128451,
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#TT124594"}
@article{bb128452,
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#TT124595"}
@article{bb128453,
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#TT124596"}
@inproceedings{bb128454,
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#TT124597"}
@article{bb128455,
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#TT124598"}
@inproceedings{bb128456,
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#TT124599"}
@article{bb128457,
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#TT124600"}
@inproceedings{bb128458,
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#TT124601"}
@inproceedings{bb128459,
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#TT124602"}
@inproceedings{bb128460,
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#TT124603"}
@article{bb128461,
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#TT124604"}
@inproceedings{bb128462,
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#TT124605"}
@article{bb128463,
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#TT124606"}
@article{bb128464,
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#TT124607"}
@article{bb128465,
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#TT124608"}
@inproceedings{bb128466,
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#TT124609"}
@article{bb128467,
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#TT124610"}
@article{bb128468,
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#TT124611"}
@article{bb128469,
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#TT124612"}
@article{bb128470,
AUTHOR = "Hosny, K.M. and Darwish, M.M.",
TITLE = "New set of multi-channel orthogonal moments for color image
representation and recognition",
JOURNAL = PR,
VOLUME = "88",
YEAR = "2019",
PAGES = "153-173",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124613"}
@article{bb128471,
AUTHOR = "Hassan, G. and Hosny, K.M. and Farouk, R.M. and Alzohairy, A.M.",
TITLE = "New Set of Invariant Quaternion Krawtchouk Moments for Color Image
Representation and Recognition",
JOURNAL = IJIG,
VOLUME = "22",
YEAR = "2022",
NUMBER = "4",
MONTH = "July",
PAGES = "2250037",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124614"}
@article{bb128472,
AUTHOR = "Xie, Q. and Zhao, Q. and Meng, D.Y. and Xu, Z.B.",
TITLE = "Kronecker-Basis-Representation Based Tensor Sparsity and Its
Applications to Tensor Recovery",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "8",
MONTH = "August",
PAGES = "1888-1902",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124615"}
@article{bb128473,
AUTHOR = "Hong, W.X. and Yuan, J.S.",
TITLE = "Fried Binary Embedding: From High-Dimensional Visual Features to
High-Dimensional Binary Codes",
JOURNAL = IP,
VOLUME = "27",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "4825-4837",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124616"}
@inproceedings{bb128474,
AUTHOR = "Hong, W.X. and Yuan, J.S. and Bhattacharjee, S.D.",
TITLE = "Fried Binary Embedding for High-Dimensional Visual Features",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "6221-6229",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124617"}
@article{bb128475,
AUTHOR = "Dornaika, F. and El Traboulsi, Y.",
TITLE = "Proposals for local basis selection for the sparse representation-based
classifier",
JOURNAL = SIViP,
VOLUME = "12",
YEAR = "2018",
NUMBER = "8",
MONTH = "November",
PAGES = "1595-1601",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124618"}
@article{bb128476,
AUTHOR = "Wang, B. and Hu, Y. and Gao, J. and Sun, Y. and Yin, B.",
TITLE = "Localized LRR on Grassmann Manifold: An Extrinsic View",
JOURNAL = CirSysVideo,
VOLUME = "28",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "2524-2536",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124619"}
@article{bb128477,
AUTHOR = "Yi, S. and He, Z. and Cheung, Y. and Chen, W.",
TITLE = "Unified Sparse Subspace Learning via Self-Contained Regression",
JOURNAL = CirSysVideo,
VOLUME = "28",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "2537-2550",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124620"}
@article{bb128478,
AUTHOR = "Wang, W.W. and Zhang, B.B. and Feng, X.C.",
TITLE = "Subspace Segmentation by Correlation Adaptive Regression",
JOURNAL = CirSysVideo,
VOLUME = "28",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "2612-2621",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124621"}
@article{bb128479,
AUTHOR = "Dong, X. and Zhang, H.X. and Zhu, L. and Wan, W.B. and Wang, Z.H. and Wang, Q.A. and Guo, P.L. and Ji, H. and Sun, J.D.",
TITLE = "Weighted locality collaborative representation based on sparse
subspace",
JOURNAL = JVCIR,
VOLUME = "58",
YEAR = "2019",
PAGES = "187-194",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124622"}
@article{bb128480,
AUTHOR = "Yin, W.B. and Xu, D.S. and Wang, Z. and Zhao, Z.J. and Chen, C. and Yao, Y.Y.",
TITLE = "Perceptually learning multi-view sparse representation for scene
categorization",
JOURNAL = JVCIR,
VOLUME = "60",
YEAR = "2019",
PAGES = "59-63",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124623"}
@article{bb128481,
AUTHOR = "Plaut, E. and Giryes, R.",
TITLE = "A Greedy Approach to Ll_(0,inf)-Based Convolutional Sparse Coding",
JOURNAL = SIIMS,
VOLUME = "12",
YEAR = "2019",
NUMBER = "1",
PAGES = "186-210",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124624"}
@article{bb128482,
AUTHOR = "Teng, D. and Chu, D.",
TITLE = "A Fast Frequent Directions Algorithm for Low Rank Approximation",
JOURNAL = PAMI,
VOLUME = "41",
YEAR = "2019",
NUMBER = "6",
MONTH = "June",
PAGES = "1279-1293",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124625"}
@article{bb128483,
AUTHOR = "Shikhaliev, A.P. and Potter, L.C. and Chi, Y.",
TITLE = "Low-Rank Structured Covariance Matrix Estimation",
JOURNAL = SPLetters,
VOLUME = "26",
YEAR = "2019",
NUMBER = "5",
MONTH = "May",
PAGES = "700-704",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124626"}
@article{bb128484,
AUTHOR = "Li, X.R. and Wang, A.D. and Lu, J.F. and Tang, Z.M.",
TITLE = "Statistical performance of convex low-rank and sparse tensor recovery",
JOURNAL = PR,
VOLUME = "93",
YEAR = "2019",
PAGES = "193-203",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124627"}
@article{bb128485,
AUTHOR = "Zhang, S.Z. and Wang, J.J. and Shi, W.W. and Gong, Y.H. and Xia, Y. and Zhang, Y.N.",
TITLE = "Normalized Non-Negative Sparse Encoder for Fast Image Representation",
JOURNAL = CirSysVideo,
VOLUME = "29",
YEAR = "2019",
NUMBER = "7",
MONTH = "July",
PAGES = "1962-1972",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124628"}
@article{bb128486,
AUTHOR = "Kim, E. and Lee, M. and Oh, S.H.",
TITLE = "A Scalable Framework for Data-Driven Subspace Representation and
Clustering",
JOURNAL = PRL,
VOLUME = "125",
YEAR = "2019",
PAGES = "742-749",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124629"}
@article{bb128487,
AUTHOR = "Yan, J.W. and Chen, H.D. and Zhai, Y.K. and Liu, Y.N. and Liu, L.",
TITLE = "Region-Division-Based Joint Sparse Representation Classification for
Hyperspectral Images",
JOURNAL = IET-IPR,
VOLUME = "13",
YEAR = "2019",
NUMBER = "10",
MONTH = "August",
PAGES = "1694-1704",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124630"}
@article{bb128488,
AUTHOR = "de Souza, L.S. and Gatto, B.B. and Xue, J.H. and Fukui, K.",
TITLE = "Enhanced Grassmann discriminant analysis with randomized time warping
for motion recognition",
JOURNAL = PR,
VOLUME = "97",
YEAR = "2020",
PAGES = "107028",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124631"}
@inproceedings{bb128489,
AUTHOR = "de Souza, L.S. and Bentes Gatto, B. and Fukui, K.",
TITLE = "Enhancing discriminability of randomized time warping for motion
recognition",
BOOKTITLE = MVA17,
YEAR = "2017",
PAGES = "77-80",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124632"}
@inproceedings{bb128490,
AUTHOR = "de Souza, L.S. and Hino, H. and Fukui, K.",
TITLE = "3D Object Recognition with Enhanced Grassmann Discriminant Analysis",
BOOKTITLE = HIS16,
YEAR = "2016",
PAGES = "III: 345-359",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124633"}
@article{bb128491,
AUTHOR = "Huang, Y. and Liao, G. and Xiang, Y. and Zhang, L. and Li, J. and Nehorai, A.",
TITLE = "Low-Rank Approximation via Generalized Reweighted Iterative Nuclear
and Frobenius Norms",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "2244-2257",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124634"}
@article{bb128492,
AUTHOR = "Xiao, X. and Chen, Y. and Gong, Y. and Zhou, Y.",
TITLE = "2D Quaternion Sparse Discriminant Analysis",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "2271-2286",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124635"}
@article{bb128493,
AUTHOR = "Lou, J. and Cheung, Y.",
TITLE = "Robust Low-Rank Tensor Minimization via a New Tensor Spectral
k-Support Norm",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "2314-2327",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124636"}
@article{bb128494,
AUTHOR = "Wang, Y. and Kwok, J.T. and Ni, L.M.",
TITLE = "Generalized Convolutional Sparse Coding With Unknown Noise",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "5386-5395",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124637"}
@article{bb128495,
AUTHOR = "Tian, Z.B. and Zhang, H. and Chen, Y. and Zhang, D.",
TITLE = "Unsupervised hashing based on the recovery of subspace structures",
JOURNAL = PR,
VOLUME = "103",
YEAR = "2020",
PAGES = "107261",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124638"}
@article{bb128496,
AUTHOR = "Azghani, M. and Esmaeili, A. and Behdin, K. and Marvasti, F.",
TITLE = "Missing Low-Rank and Sparse Decomposition Based on Smoothed Nuclear
Norm",
JOURNAL = CirSysVideo,
VOLUME = "30",
YEAR = "2020",
NUMBER = "6",
MONTH = "June",
PAGES = "1550-1558",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124639"}
@article{bb128497,
AUTHOR = "Geng, X.R. and Wang, L.",
TITLE = "NPSA: Nonorthogonal Principal Skewness Analysis",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "6396-6408",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124640"}
@article{bb128498,
AUTHOR = "Chen, L. and Jiang, X. and Liu, X. and Zhou, Z.",
TITLE = "Robust Low-Rank Tensor Recovery via Nonconvex Singular Value
Minimization",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "9044-9059",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124641"}
@article{bb128499,
AUTHOR = "Wang, Y. and Kou, K.I. and Zou, C. and Tang, Y.Y.",
TITLE = "Robust Sparse Representation in Quaternion Space",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "3637-3649",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT124642"}
Last update:Dec 7, 2025 at 16:47:52