@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"}