@article{bb128900,
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/match580sparse1.html#TT125043"}
@article{bb128901,
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/match580sparse1.html#TT125044"}
@article{bb128902,
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/match580sparse1.html#TT125045"}
@article{bb128903,
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/match580sparse1.html#TT125046"}
@article{bb128904,
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/match580sparse1.html#TT125047"}
@article{bb128905,
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/match580sparse1.html#TT125048"}
@inproceedings{bb128906,
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/match580sparse1.html#TT125049"}
@article{bb128907,
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/match580sparse1.html#TT125050"}
@article{bb128908,
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/match580sparse1.html#TT125051"}
@article{bb128909,
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/match580sparse1.html#TT125052"}
@article{bb128910,
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/match580sparse1.html#TT125053"}
@article{bb128911,
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/match580sparse1.html#TT125054"}
@article{bb128912,
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/match580sparse1.html#TT125055"}
@article{bb128913,
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/match580sparse1.html#TT125056"}
@article{bb128914,
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/match580sparse1.html#TT125057"}
@inproceedings{bb128915,
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/match580sparse1.html#TT125058"}
@article{bb128916,
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/match580sparse1.html#TT125059"}
@article{bb128917,
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/match580sparse1.html#TT125060"}
@article{bb128918,
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/match580sparse1.html#TT125061"}
@article{bb128919,
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/match580sparse1.html#TT125062"}
@article{bb128920,
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/match580sparse1.html#TT125063"}
@article{bb128921,
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/match580sparse1.html#TT125064"}
@article{bb128922,
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/match580sparse1.html#TT125065"}
@article{bb128923,
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/match580sparse1.html#TT125066"}
@article{bb128924,
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/match580sparse1.html#TT125067"}
@article{bb128925,
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/match580sparse1.html#TT125068"}
@article{bb128926,
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/match580sparse1.html#TT125069"}
@article{bb128927,
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/match580sparse1.html#TT125070"}
@article{bb128928,
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/match580sparse1.html#TT125071"}
@article{bb128929,
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/match580sparse1.html#TT125072"}
@article{bb128930,
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/match580sparse1.html#TT125073"}
@article{bb128931,
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/match580sparse1.html#TT125074"}
@article{bb128932,
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/match580sparse1.html#TT125075"}
@article{bb128933,
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/match580sparse1.html#TT125076"}
@article{bb128934,
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/match580sparse1.html#TT125077"}
@article{bb128935,
AUTHOR = "Lin, L. and Zhang, Z. and Ouyang, N.",
TITLE = "Manifold and Sparse Low-Rank Unfolding Network for Image Compressed
Sensing",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "1196-1200",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125078"}
@article{bb128936,
AUTHOR = "Song, Z. and Chen, Y.Y. and Weihua, Z.",
TITLE = "Adaptively robust high-order tensor factorization for low-rank tensor
reconstruction",
JOURNAL = PR,
VOLUME = "165",
YEAR = "2025",
PAGES = "111600",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125079"}
@article{bb128937,
AUTHOR = "Jiang, J.L. and Zhang, Q. and Cui, Y. and Wei, S. and Zhao, Y.N.",
TITLE = "CAgMLP: An MLP-like architecture with a Cross-Axis gated token mixer
for image classification",
JOURNAL = JVCIR,
VOLUME = "112",
YEAR = "2025",
PAGES = "104590",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125080"}
@inproceedings{bb128938,
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/match580sparse1.html#TT125081"}
@inproceedings{bb128939,
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/match580sparse1.html#TT125082"}
@inproceedings{bb128940,
AUTHOR = "Sarkar, R. and Kak, A.",
TITLE = "Dual Pose-invariant Embeddings: Learning Category and Object-specific
Discriminative Representations for Recognition and Retrieval",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "17077-17085",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125083"}
@inproceedings{bb128941,
AUTHOR = "Li, H. and Han, T.",
TITLE = "Enforcing Sparsity on Latent Space for Robust and Explainable
Representations",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "5270-5279",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125084"}
@inproceedings{bb128942,
AUTHOR = "An, S. and Jammalamadaka, N. and Chong, E.",
TITLE = "Maximum Entropy Information Bottleneck for Uncertainty-aware
Stochastic Embedding",
BOOKTITLE = SAIAD23,
YEAR = "2023",
PAGES = "3809-3818",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125085"}
@inproceedings{bb128943,
AUTHOR = "Nareddy, K.K.R. and Mache, S. and Pokala, P.K. and Seelamantula, C.S.",
TITLE = "An Ensemble of Proximal Networks for Sparse Coding",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "1251-1255",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125086"}
@inproceedings{bb128944,
AUTHOR = "Zang, Z.L. and Li, S.Y. and Wu, D. and Wang, G. and Wang, K. and Shang, L. and Sun, B. and Li, H. and Li, S.Z.",
TITLE = "DLME: Deep Local-Flatness Manifold Embedding",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXI:576-592",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125087"}
@inproceedings{bb128945,
AUTHOR = "Usvyatsov, M. and Makarova, A. and Ballester Ripoll, R. and Rakhuba, M. and Krause, A. and Schindler, K.",
TITLE = "Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data
via Differentiable Cross-Approximation",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "11406-11415",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125088"}
@inproceedings{bb128946,
AUTHOR = "Xu, Z.Q. and Xing, H.S. and Fang, S. and Wu, S.Q. and Xie, S.L.",
TITLE = "Double-Weighted Low-Rank Matrix Recovery Based on Rank Estimation",
BOOKTITLE = RSLCV21,
YEAR = "2021",
PAGES = "172-180",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125089"}
@inproceedings{bb128947,
AUTHOR = "Fu, Z.Q. and Zhao, Y. and Chang, D.X. and Zhang, X.X. and Wang, Y.M.",
TITLE = "Double low-rank representation with projection distance penalty for
clustering",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "5316-5325",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125090"}
@inproceedings{bb128948,
AUTHOR = "Botteghi, N. and Obbink, R. and Geijs, D. and Poel, M. and Sirmacek, B. and Brune, C. and Mersha, A. and Stramigioli, S.",
TITLE = "Low Dimensional State Representation Learning with Reward-shaped
Priors",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "3736-3743",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125091"}
@inproceedings{bb128949,
AUTHOR = "Kuhnel, L. and Fletcher, T. and Joshi, S. and Sommer, S.",
TITLE = "Latent Space Geometric Statistics",
BOOKTITLE = ManifLearn20,
YEAR = "2020",
PAGES = "163-178",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125092"}
@inproceedings{bb128950,
AUTHOR = "Souza, L.S. and Sogi, N. and Gatto, B.B. and Kobayashi, T. and Fukui, K.",
TITLE = "An Interface between Grassmann manifolds and vector spaces",
BOOKTITLE = Diff-CVML20,
YEAR = "2020",
PAGES = "3695-3704",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125093"}
@inproceedings{bb128951,
AUTHOR = "Zuo, Y. and Avraham, G. and Drummond, T.W.",
TITLE = "Traversing Latent Space Using Decision Ferns",
BOOKTITLE = ACCV18,
YEAR = "2018",
PAGES = "I:593-608",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125094"}
@inproceedings{bb128952,
AUTHOR = "Hu, Z. and Nie, F. and Li, X.",
TITLE = "Robust Low Rank Approxiamtion via Inliers Selection",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "3688-3692",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125095"}
@inproceedings{bb128953,
AUTHOR = "Sha, L.D. and Schonfeld, D.",
TITLE = "Dual graph regularized sparse coding for image representation",
BOOKTITLE = VCIP17,
YEAR = "2017",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125096"}
@inproceedings{bb128954,
AUTHOR = "Kim, J. and Tahboub, K. and Delp, E.J.",
TITLE = "Spatial pyramid alignment for sparse coding based object
classification",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "1950-1954",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125097"}
@inproceedings{bb128955,
AUTHOR = "Nascimento, G. and Laranjeira, C. and Braz, V. and Lacerda, A. and Nascimento, E.R.",
TITLE = "A Robust Indoor Scene Recognition Method Based on Sparse Representation",
BOOKTITLE = CIARP17,
YEAR = "2017",
PAGES = "408-415",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125098"}
@inproceedings{bb128956,
AUTHOR = "Chen, C. and Zhang, B. and del Bue, A. and Murino, V.",
TITLE = "Manifold Constrained Low-Rank Decomposition",
BOOKTITLE = RSL-CV17,
YEAR = "2017",
PAGES = "1800-1808",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125099"}
@inproceedings{bb128957,
AUTHOR = "Shaheen, S. and Affara, L. and Ghanem, B.",
TITLE = "Constrained Convolutional Sparse Coding for Parametric Based
Reconstruction of Line Drawings",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "4434-4442",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125100"}
@inproceedings{bb128958,
AUTHOR = "Bibi, A. and Ghanem, B.",
TITLE = "High Order Tensor Formulation for Convolutional Sparse Coding",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "1790-1798",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125101"}
@inproceedings{bb128959,
AUTHOR = "Dutta, A. and Richtarik, P.",
TITLE = "Online and Batch Supervised Background Estimation Via L1 Regression",
BOOKTITLE = WACV19,
YEAR = "2019",
PAGES = "541-550",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125102"}
@inproceedings{bb128960,
AUTHOR = "Li, X. and Dutta, A. and Richtarik, P.",
TITLE = "A Batch-Incremental Video Background Estimation Model Using Weighted
Low-Rank Approximation of Matrices",
BOOKTITLE = RSL-CV17,
YEAR = "2017",
PAGES = "1835-1843",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125103"}
@inproceedings{bb128961,
AUTHOR = "Li, X. and Dutta, A.",
TITLE = "Weighted Low Rank Approximation for Background Estimation Problems",
BOOKTITLE = RSL-CV17,
YEAR = "2017",
PAGES = "1853-1861",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125104"}
@inproceedings{bb128962,
AUTHOR = "Dutta, A. and Li, X.",
TITLE = "A fast algorithm for a weighted low rank approximation",
BOOKTITLE = MVA17,
YEAR = "2017",
PAGES = "93-96",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125105"}
@inproceedings{bb128963,
AUTHOR = "Zhang, L.F. and Shen, Q. and Li, D.F. and Tang, X. and Wang, P.S. and Feng, G.C.",
TITLE = "Adaptive Hashing with Sparse Modification",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3844-3849",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125106"}
@inproceedings{bb128964,
AUTHOR = "Wang, S.R. and Zhao, Z.H. and Zhang, X. and Zhang, J. and Wang, S.Q. and Ma, S.W. and Gao, W.",
TITLE = "Improved entropy of primitive for visual information estimation",
BOOKTITLE = VCIP16,
YEAR = "2016",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125107"}
@inproceedings{bb128965,
AUTHOR = "Qi, N. and Shi, Y.H. and Sun, X.Y. and Yin, B.C.",
TITLE = "TenSR: Multi-dimensional Tensor Sparse Representation",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "5916-5925",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125108"}
@inproceedings{bb128966,
AUTHOR = "Bernard, F. and Gemmar, P. and Hertel, F. and Goncalves, J. and Thunberg, J.",
TITLE = "Linear Shape Deformation Models with Local Support Using Graph-Based
Structured Matrix Factorisation",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "5629-5638",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125109"}
@article{bb128967,
AUTHOR = "Wei, X. and Shen, H. and Kleinsteuber, M.",
TITLE = "Trace Quotient with Sparsity Priors for Learning Low Dimensional
Image Representations",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "3119-3135",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125110"}
@inproceedings{bb128968,
AUTHOR = "Wei, X. and Shen, H. and Kleinsteuber, M.",
TITLE = "Trace Quotient Meets Sparsity:
A Method for Learning Low Dimensional Image Representations",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "5268-5277",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125111"}
@inproceedings{bb128969,
AUTHOR = "Banerjee, M. and Chakraborty, R. and Vemuri, B.C.",
TITLE = "Sparse Exact PGA on Riemannian Manifolds",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "5020-5028",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125112"}
@inproceedings{bb128970,
AUTHOR = "Chakraborty, R. and Seo, D.H. and Vemuri, B.C.",
TITLE = "An Efficient Exact-PGA Algorithm for Constant Curvature Manifolds",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "3976-3984",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125113"}
@inproceedings{bb128971,
AUTHOR = "Hsieh, S.H. and Lu, C.S. and Pei, S.C.",
TITLE = "Fast binary embedding via circulant downsampled matrix",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "1789-1793",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125114"}
@inproceedings{bb128972,
AUTHOR = "Siyahjani, F. and Almohsen, R. and Sabri, S. and Doretto, G.",
TITLE = "A Supervised Low-Rank Method for Learning Invariant Subspaces",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "4220-4228",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125115"}
@inproceedings{bb128973,
AUTHOR = "Chum, O.",
TITLE = "Low Dimensional Explicit Feature Maps",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "4077-4085",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125116"}
@inproceedings{bb128974,
AUTHOR = "Sharma, G. and Schiele, B.",
TITLE = "Scalable Nonlinear Embeddings for Semantic Category-Based Image
Retrieval",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "1296-1304",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125117"}
@inproceedings{bb128975,
AUTHOR = "Wang, X.F. and Navasca, C.",
TITLE = "Adaptive Low Rank Approximation for Tensors",
BOOKTITLE = RSL-CV15,
YEAR = "2015",
PAGES = "939-945",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125118"}
@inproceedings{bb128976,
AUTHOR = "Bian, X. and Krim, H.",
TITLE = "Bi-sparsity pursuit for robust subspace recovery",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "3535-3539",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125119"}
@inproceedings{bb128977,
AUTHOR = "Provenzi, E. and Delon, J. and Gousseau, Y. and Mazin, B.",
TITLE = "On Spatiochromatic Features in Natural Images Statistics",
BOOKTITLE = CIAP15,
YEAR = "2015",
PAGES = "II:46-55",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125120"}
@inproceedings{bb128978,
AUTHOR = "Xiao, S.J. and Li, W. and Xu, D. and Tao, D.C.",
TITLE = "FaLRR: A fast low rank representation solver",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "4612-4620",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125121"}
@inproceedings{bb128979,
AUTHOR = "Heide, F. and Heidrich, W. and Wetzstein, G.",
TITLE = "Fast and flexible convolutional sparse coding",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "5135-5143",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125122"}
@inproceedings{bb128980,
AUTHOR = "Zhang, X. and Phung, D.Q. and Venkatesh, S. and Pham, D.S. and Liu, W.Q.",
TITLE = "Multi-View Subspace Clustering for Face Images",
BOOKTITLE = DICTA15,
YEAR = "2015",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125123"}
@inproceedings{bb128981,
AUTHOR = "Zhang, X. and Pham, D.S. and Phung, D.Q. and Liu, W.Q. and Saha, B. and Venkatesh, S.",
TITLE = "Visual Object Clustering via Mixed-Norm Regularization",
BOOKTITLE = WACV15,
YEAR = "2015",
PAGES = "1030-1037",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125124"}
@inproceedings{bb128982,
AUTHOR = "Zhang, H. and Patel, V.M. and Shekhar, S. and Chellappa, R.",
TITLE = "Domain adaptive sparse representation-based classification",
BOOKTITLE = FG15,
YEAR = "2015",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125125"}
@inproceedings{bb128983,
AUTHOR = "Shekhar, S. and Patel, V.M. and Chellappa, R.",
TITLE = "Analysis sparse coding models for image-based classification",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "5207-5211",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125126"}
@inproceedings{bb128984,
AUTHOR = "Silva, R.F. and Plis, S.M. and Adali, T. and Calhoun, V.D.",
TITLE = "Multidataset independent subspace analysis extends independent vector
analysis",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "2864-2868",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125127"}
@inproceedings{bb128985,
AUTHOR = "Liu, G.W. and Yan, Y. and Song, J.K. and Sebe, N.",
TITLE = "Minimizing dataset bias: Discriminative multi-task sparse coding
through shared subspace learning for image classification",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "2869-2873",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125128"}
@inproceedings{bb128986,
AUTHOR = "Lin, T.Y. and Liu, T.L.",
TITLE = "Efficient binary codes for extremely high-dimensional data",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "2212-2216",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125129"}
@inproceedings{bb128987,
AUTHOR = "Qi, Y.G. and Zheng, W.S. and Xiang, T. and Song, Y.Z. and Zhang, H.G. and Guo, J.",
TITLE = "One-Shot Learning of Sketch Categories with Co-regularized Sparse
Coding",
BOOKTITLE = ISVC14,
YEAR = "2014",
PAGES = "II: 74-84",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125130"}
@inproceedings{bb128988,
AUTHOR = "Wang, Y.Q. and Gong, Y.F. and Liu, Q.A.",
TITLE = "Robust Attribute-Based Visual Recognition Using Discriminative Latent
Representation",
BOOKTITLE = MMMod15,
YEAR = "2015",
PAGES = "I: 191-202",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125131"}
@inproceedings{bb128989,
AUTHOR = "Xiang, W. and Wang, J.M. and Long, M.S.",
TITLE = "Local Hybrid Coding for Image Classification",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "3744-3749",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125132"}
@inproceedings{bb128990,
AUTHOR = "Xing, S. and Yung, N.H.C.",
TITLE = "Large Scale Image Categorization in Sparse Nonparametric Bayesian
Representation",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "1365-1370",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125133"}
@inproceedings{bb128991,
AUTHOR = "Luo, L. and Yang, J. and Qian, J.J. and Yang, J.Y.",
TITLE = "Nuclear Norm Regularized Sparse Coding",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "1834-1839",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125134"}
@inproceedings{bb128992,
AUTHOR = "Li, W. and Wang, P. and Qiao, H.",
TITLE = "Visual Tracking via Saliency Weighted Sparse Coding Appearance Model",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "4092-4097",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125135"}
@inproceedings{bb128993,
AUTHOR = "Choi, J.H. and Cho, H.J. and Kwac, J. and Davis, L.S.",
TITLE = "Toward Sparse Coding on Cosine Distance",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "4423-4428",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125136"}
@inproceedings{bb128994,
AUTHOR = "Tao, L. and Ip, H.H.S. and Wang, Y.L. and Shu, X.",
TITLE = "Ensemble Manifold Structured Low Rank Approximation for Data
Representation",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "744-749",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125137"}
@inproceedings{bb128995,
AUTHOR = "Li, J.X. and Rajan, D. and Yang, J.",
TITLE = "Local feature embedding for supervised image classification",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "1300-1304",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125138"}
@article{bb128996,
AUTHOR = "Johnson, J. and Varnousfaderani, E.S. and Cholakkal, H. and Rajan, D.",
TITLE = "Sparse Coding for Alpha Matting",
JOURNAL = IP,
VOLUME = "25",
YEAR = "2016",
NUMBER = "7",
MONTH = "July",
PAGES = "3032-3043",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125139"}
@inproceedings{bb128997,
AUTHOR = "Cholakkal, H. and Rajan, D. and Johnson, J.",
TITLE = "Top-down saliency with Locality-constrained Contextual Sparse Coding",
BOOKTITLE = BMVC15,
YEAR = "2015",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125140"}
@inproceedings{bb128998,
AUTHOR = "Johnson, J. and Rajan, D. and Cholakkal, H.",
TITLE = "Temporal trimap propagation using motion-assisted shape blending",
BOOKTITLE = VCIP15,
YEAR = "2015",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125141"}
@inproceedings{bb128999,
AUTHOR = "Johnson, J. and Rajan, D. and Cholakkal, H.",
TITLE = "Sparse codes as Alpha Matte",
BOOKTITLE = BMVC14,
YEAR = "2014",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580sparse1.html#TT125142"}
Last update:Dec 17, 2025 at 15:38:33