@article{bb123600,
        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/match580sp1.html#TT119795"}

@article{bb123601,
        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/match580sp1.html#TT119795"}

@article{bb123602,
        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/match580sp1.html#TT119796"}

@inproceedings{bb123603,
        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/match580sp1.html#TT119797"}

@article{bb123604,
        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/match580sp1.html#TT119798"}

@article{bb123605,
        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/match580sp1.html#TT119799"}

@article{bb123606,
        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/match580sp1.html#TT119800"}

@article{bb123607,
        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/match580sp1.html#TT119801"}

@article{bb123608,
        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/match580sp1.html#TT119802"}

@article{bb123609,
        AUTHOR = "Zhang, Y. 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/match580sp1.html#TT119803"}

@article{bb123610,
        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/match580sp1.html#TT119804"}

@article{bb123611,
        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/match580sp1.html#TT119805"}

@article{bb123612,
        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/match580sp1.html#TT119806"}

@article{bb123613,
        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/match580sp1.html#TT119807"}

@inproceedings{bb123614,
        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/match580sp1.html#TT119808"}

@article{bb123615,
        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/match580sp1.html#TT119809"}

@inproceedings{bb123616,
        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/match580sp1.html#TT119810"}

@article{bb123617,
        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/match580sp1.html#TT119811"}

@inproceedings{bb123618,
        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/match580sp1.html#TT119812"}

@inproceedings{bb123619,
        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/match580sp1.html#TT119813"}

@inproceedings{bb123620,
        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/match580sp1.html#TT119814"}

@article{bb123621,
        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/match580sp1.html#TT119815"}

@inproceedings{bb123622,
        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/match580sp1.html#TT119816"}

@article{bb123623,
        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/match580sp1.html#TT119817"}

@article{bb123624,
        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/match580sp1.html#TT119818"}

@article{bb123625,
        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/match580sp1.html#TT119819"}

@inproceedings{bb123626,
        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/match580sp1.html#TT119820"}

@article{bb123627,
        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/match580sp1.html#TT119821"}

@article{bb123628,
        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/match580sp1.html#TT119822"}

@article{bb123629,
        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/match580sp1.html#TT119823"}

@article{bb123630,
        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/match580sp1.html#TT119824"}

@article{bb123631,
        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/match580sp1.html#TT119825"}

@article{bb123632,
        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/match580sp1.html#TT119826"}

@article{bb123633,
        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/match580sp1.html#TT119827"}

@inproceedings{bb123634,
        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/match580sp1.html#TT119828"}

@article{bb123635,
        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/match580sp1.html#TT119829"}

@article{bb123636,
        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/match580sp1.html#TT119830"}

@article{bb123637,
        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/match580sp1.html#TT119831"}

@article{bb123638,
        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/match580sp1.html#TT119832"}

@article{bb123639,
        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/match580sp1.html#TT119833"}

@article{bb123640,
        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/match580sp1.html#TT119834"}

@article{bb123641,
        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/match580sp1.html#TT119835"}

@article{bb123642,
        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/match580sp1.html#TT119836"}

@article{bb123643,
        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/match580sp1.html#TT119837"}

@article{bb123644,
        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/match580sp1.html#TT119838"}

@article{bb123645,
        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/match580sp1.html#TT119839"}

@article{bb123646,
        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/match580sp1.html#TT119840"}

@article{bb123647,
        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/match580sp1.html#TT119841"}

@article{bb123648,
        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/match580sp1.html#TT119842"}

@inproceedings{bb123649,
        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/match580sp1.html#TT119843"}

@inproceedings{bb123650,
        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/match580sp1.html#TT119844"}

@article{bb123651,
        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/match580sp1.html#TT119845"}

@article{bb123652,
        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/match580sp1.html#TT119846"}

@article{bb123653,
        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/match580sp1.html#TT119847"}

@article{bb123654,
        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/match580sp1.html#TT119848"}

@article{bb123655,
        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/match580sp1.html#TT119849"}

@article{bb123656,
        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/match580sp1.html#TT119850"}

@article{bb123657,
        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/match580sp1.html#TT119851"}

@article{bb123658,
        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/match580sp1.html#TT119852"}

@article{bb123659,
        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/match580sp1.html#TT119853"}

@article{bb123660,
        AUTHOR = "Tan, J. and Zhang, T.P. and Zhao, L.C. and Luo, X.L. and Tang, Y.Y.",
        TITLE = "A robust image representation method against illumination and
occlusion variations",
        JOURNAL = IVC,
        VOLUME = "112",
        YEAR = "2021",
        PAGES = "104212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119854"}

@article{bb123661,
        AUTHOR = "Zhang, X. and Ma, S.W. and Wang, S.Q. and Zhang, J. and Sun, H.F. and Gao, W.",
        TITLE = "Divisively Normalized Sparse Coding: Toward Perceptual Visual Signal
Representation",
        JOURNAL = Cyber,
        VOLUME = "51",
        YEAR = "2021",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4237-4250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119855"}

@article{bb123662,
        AUTHOR = "Wang, B. and Niu, H.F. and Zeng, J.C. and Bai, G.F. and Lin, S. and Wang, Y.B.",
        TITLE = "Latent Representation Learning Model for Multi-Band Images Fusion via
Low-Rank and Sparse Embedding",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "3137-3152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119856"}

@article{bb123663,
        AUTHOR = "Mohideen, R.M.K. and Peter, P. and Weickert, J.",
        TITLE = "A systematic evaluation of coding strategies for sparse binary images",
        JOURNAL = SP:IC,
        VOLUME = "99",
        YEAR = "2021",
        PAGES = "116424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119857"}

@article{bb123664,
        AUTHOR = "Mookambiga, A. and Gomathi, V.",
        TITLE = "Kernel eigenmaps based multiscale sparse model for hyperspectral
image classification",
        JOURNAL = SP:IC,
        VOLUME = "99",
        YEAR = "2021",
        PAGES = "116416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119858"}

@article{bb123665,
        AUTHOR = "Veshki, F.G. and Vorobyov, S.A.",
        TITLE = "Efficient ADMM-Based Algorithms for Convolutional Sparse Coding",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "389-393",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119859"}

@article{bb123666,
        AUTHOR = "Shen, Q.Q. and Liang, Y.S. and Yi, S.Y. and Zhao, J.Y.",
        TITLE = "Fast Universal Low Rank Representation",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1262-1272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119860"}

@article{bb123667,
        AUTHOR = "Mazarguil, A. and Oudre, L. and Vayatis, N.",
        TITLE = "An Uncertainty Principle for Lowband Graph Signals",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "727-731",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119861"}

@article{bb123668,
        AUTHOR = "Xu, S.X. and Muselet, D. and Tremeau, A.",
        TITLE = "Sparse coding and normalization for deep Fisher score representation",
        JOURNAL = CVIU,
        VOLUME = "220",
        YEAR = "2022",
        PAGES = "103436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119862"}

@inproceedings{bb123669,
        AUTHOR = "Xu, S.X. and Muselet, D. and Tremeau, A.",
        TITLE = "Deep Fisher Score Representation via Sparse Coding",
        BOOKTITLE = CAIP21,
        YEAR = "2021",
        PAGES = "II:412-421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119863"}

@article{bb123670,
        AUTHOR = "Liu, M.M. and Shang, Z.F. and Yang, Y. and Cheng, G.",
        TITLE = "Nonparametric Testing Under Randomized Sketching",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4280-4290",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119864"}

@article{bb123671,
        AUTHOR = "Zhang, X.Q. and Tan, Z. and Sun, H.J. and Wang, Z.G. and Qin, M.W.",
        TITLE = "Orthogonal Low-Rank Projection Learning for Robust Image Feature
Extraction",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "3882-3895",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119865"}

@article{bb123672,
        AUTHOR = "Lu, Y. and Wang, W.J. and Zeng, B.Q. and Lai, Z.H. and Shen, L.L. and Li, X.L.",
        TITLE = "Canonical Correlation Analysis With Low-Rank Learning for Image
Representation",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "7048-7062",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119866"}

@article{bb123673,
        AUTHOR = "Bruhin, N.D. and Davies, B.",
        TITLE = "Bioinspired Random Projections for Robust, Sparse Classification",
        JOURNAL = SIIMS,
        VOLUME = "15",
        YEAR = "2022",
        NUMBER = "4",
        PAGES = "1833-1850",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119867"}

@article{bb123674,
        AUTHOR = "Fukui, K. and Sogi, N. and Kobayashi, T. and Xue, J.H. and Maki, A.",
        TITLE = "Discriminant Feature Extraction by Generalized Difference Subspace",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1618-1635",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119868"}

@article{bb123675,
        AUTHOR = "Yang, Z.X. and Shen, Q. and Liu, W. and Cui, W.",
        TITLE = "A Sum-Difference Expansion Scheme for Sparse Array Construction Based
on the Fourth-Order Difference Co-Array",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "2647-2651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119869"}

@article{bb123676,
        AUTHOR = "Zha, Z.Y. and Wen, B. and Yuan, X. and Ravishankar, S. and Zhou, J.T. and Zhu, C.",
        TITLE = "Learning Nonlocal Sparse and Low-Rank Models for Image Compressive
Sensing: Nonlocal sparse and low-rank modeling",
        JOURNAL = SPMag,
        VOLUME = "40",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "32-44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119870"}

@article{bb123677,
        AUTHOR = "Zhang, J.H. and Yap, K.H. and Chau, L.P. and Zhu, C.",
        TITLE = "Image compressive sensing reconstruction via nonlocal low-rank
residual-based ADMM framework",
        JOURNAL = CVIU,
        VOLUME = "249",
        YEAR = "2024",
        PAGES = "104204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119871"}

@inproceedings{bb123678,
        AUTHOR = "Zhang, J.H. and Yap, K.H. and Chau, L.P. and Zhu, C.",
        TITLE = "Nonlocal Low-Rank Residual Modeling for Image Compressive Sensing
Reconstruction",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1055-1059",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119872"}

@article{bb123679,
        AUTHOR = "Zhou, J.H. and Zhang, B. and Zeng, S.N.",
        TITLE = "Consensus Sparsity: Multi-Context Sparse Image Representation via
L8-Induced Matrix Variate",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "603-616",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119873"}

@article{bb123680,
        AUTHOR = "Eamaz, A. and Yeganegi, F. and Soltanalian, M.",
        TITLE = "On the Building Blocks of Sparsity Measures",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "2667-2671",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119874"}

@article{bb123681,
        AUTHOR = "Yu, Q. and Yang, M.",
        TITLE = "Low-rank tensor recovery via non-convex regularization, structured
factorization and spatio-temporal characteristics",
        JOURNAL = PR,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "109343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119875"}

@article{bb123682,
        AUTHOR = "Zhao, J.Y. and Liang, Y.S. and Yi, S.Y. and Shen, Q.Q. and Cao, X.F.",
        TITLE = "Improving generalization of double low-rank representation using
Schatten-p norm",
        JOURNAL = PR,
        VOLUME = "138",
        YEAR = "2023",
        PAGES = "109352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119876"}

@article{bb123683,
        AUTHOR = "Peng, J.J. and Wang, Y. and Zhang, H.Y. and Wang, J.J. and Meng, D.Y.",
        TITLE = "Exact Decomposition of Joint Low Rankness and Local Smoothness Plus
Sparse Matrices",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "5766-5781",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119877"}

@article{bb123684,
        AUTHOR = "Zou, C.M. and Kou, K.I. and Tang, Y.Y. and Deng, H.",
        TITLE = "Adaptive reweighted quaternion sparse learning for data recovery and
classification",
        JOURNAL = PR,
        VOLUME = "142",
        YEAR = "2023",
        PAGES = "109653",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119878"}

@article{bb123685,
        AUTHOR = "Yaseen, H. and Mahmood, A.",
        TITLE = "Learning Structure Aware Deep Spectral Embedding",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "3939-3948",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119879"}

@article{bb123686,
        AUTHOR = "Shi, Z.L. and Li, X.P. and Li, W.G. and Yan, T.J. and Wang, J. and Fu, Y.",
        TITLE = "Robust Low-Rank Matrix Recovery as Mixed Integer Programming via
L_0-Norm Optimization",
        JOURNAL = SPLetters,
        VOLUME = "30",
        YEAR = "2023",
        PAGES = "1012-1016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119880"}

@article{bb123687,
        AUTHOR = "Li, X.P. and Yan, Y. and Kuruoglu, E.E. and So, H.C. and Chen, Y.",
        TITLE = "Robust Recovery for Graph Signal via L_0-Norm Regularization",
        JOURNAL = SPLetters,
        VOLUME = "30",
        YEAR = "2023",
        PAGES = "1322-1326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119881"}

@article{bb123688,
        AUTHOR = "Fang, P.F. and Harandi, M. and Lan, Z.Z. and Petersson, L.",
        TITLE = "Poincaré Kernels for Hyperbolic Representations",
        JOURNAL = IJCV,
        VOLUME = "131",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "2770-2792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119882"}

@article{bb123689,
        AUTHOR = "Ji, C. and Zhao, T. and Sun, Q.Y. and Fu, X.C. and Li, J.X.",
        TITLE = "Higher-order memory guided temporal random walk for dynamic
heterogeneous network embedding",
        JOURNAL = PR,
        VOLUME = "143",
        YEAR = "2023",
        PAGES = "109766",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119883"}

@article{bb123690,
        AUTHOR = "Song, Z.H. and Xu, X.J. and Lian, H. and Zhao, W.H.",
        TITLE = "Robust low tubal rank tensor recovery via L2E criterion",
        JOURNAL = PR,
        VOLUME = "149",
        YEAR = "2024",
        PAGES = "110241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119884"}

@article{bb123691,
        AUTHOR = "Chen, H.R. and Chen, X. and Tao, H.W. and Li, Z. and Wang, B.Y.",
        TITLE = "PDRLRR: A novel low-rank representation with projection distance
regularization via manifold optimization for clustering",
        JOURNAL = PR,
        VOLUME = "149",
        YEAR = "2024",
        PAGES = "110198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119885"}

@article{bb123692,
        AUTHOR = "Zhang, H.M. and Wen, B. and Zha, Z.Y. and Zhang, B. and Tang, Y. and Yu, G. and Du, W.L.",
        TITLE = "Accelerated PALM for Nonconvex Low-Rank Matrix Recovery With
Theoretical Analysis",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2304-2317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119886"}

@article{bb123693,
        AUTHOR = "Wang, J.Y. and Deng, T.Q. and Yang, M.",
        TITLE = "Nonconvex submodule clustering via joint sliced sparse gradient and
cluster-aware approach",
        JOURNAL = PR,
        VOLUME = "154",
        YEAR = "2024",
        PAGES = "110619",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119887"}

@article{bb123694,
        AUTHOR = "Yang, L.J. and Mi, J.X. and Li, W.S. and Wang, G.F. and Xiao, B.",
        TITLE = "Improving the sparse coding model via hybrid Gaussian priors",
        JOURNAL = PR,
        VOLUME = "159",
        YEAR = "2025",
        PAGES = "111102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119888"}

@article{bb123695,
        AUTHOR = "Shen, Y. and Sun, X.H. and Wei, X.S. and Xu, A.Q. and Gao, L.Y.",
        TITLE = "Equiangular Basis Vectors: A Novel Paradigm for Classification Tasks",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "372-397",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119889"}

@article{bb123696,
        AUTHOR = "Wang, Z. and Hu, D. and Liu, Z. and Gao, C. and Wang, Z.",
        TITLE = "Iteratively Capped Reweighting Norm Minimization With Global
Convergence Guarantee for Low-Rank Matrix Learning",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1923-1940",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119890"}

@article{bb123697,
        AUTHOR = "Mukhopadhyay, S. and Mukherjee, D.",
        TITLE = "Follow the Approximate Sparse Leader for No-Regret Online Sparse
Linear Approximation",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "951-955",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119891"}

@inproceedings{bb123698,
        AUTHOR = "Tang, S.J. and Lin, W.H. and Ye, H.C. and Ye, P. and Yu, C. and Li, B. and Chen, T.",
        TITLE = "Enhanced Sparsification via Stimulative Training",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LI: 18-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119892"}

@inproceedings{bb123699,
        AUTHOR = "Kaloorazi, M.F. and Ahmadi Asl, S. and Rahardja, S.",
        TITLE = "Low-Rank Matrix and Tensor Decomposition Using Randomized Two-Sided
Subspace Iteration with Application to Video Reconstruction",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "1397-1402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT119893"}

Last update:Mar 12, 2025 at 14:27:03