@inproceedings{bb118100, AUTHOR = "Heiler, M. and Schnorr, C.", TITLE = "Reverse-Convex Programming for Sparse Image Codes", BOOKTITLE = EMMCVPR05, YEAR = "2005", PAGES = "600-616", BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT114346"} @inproceedings{bb118101, AUTHOR = "Heiler, M. and Schnorr, C.", TITLE = "Learning Non-Negative Sparse Image Codes by Convex Programming", BOOKTITLE = ICCV05, YEAR = "2005", PAGES = "II: 1667-1674", BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT114347"} @inproceedings{bb118102, AUTHOR = "Polak, S. and Shashua, A.", TITLE = "The Semi-explicit Shape Model for Multi-object Detection and Classification", BOOKTITLE = ECCV10, YEAR = "2010", PAGES = "II: 336-349", BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT114348"} @inproceedings{bb118103, AUTHOR = "Shashua, A. and Zass, R. and Hazan, T.", TITLE = "Multi-way Clustering Using Super-Symmetric Non-negative Tensor Factorization", BOOKTITLE = ECCV06, YEAR = "2006", PAGES = "IV: 595-608", BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT114349"} @inproceedings{bb118104, AUTHOR = "Hazan, T. and Polak, S. and Shashua, A.", TITLE = "Sparse Image Coding Using a 3D Non-Negative Tensor Factorization", BOOKTITLE = ICCV05, YEAR = "2005", PAGES = "I: 50-57", BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT114350"} @inproceedings{bb118105, AUTHOR = "Haasdonk, B. and Halawani, A. and Burkhardt, H.", TITLE = "Adjustable Invariant Features by Partial Haar-Integration", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "II: 769-774", BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT114351"} @inproceedings{bb118106, AUTHOR = "Molina Gamez, M. and Subirana Vilanova, J.B.", TITLE = "Sparse Groups: A Polynomial Middle-Level Approach for Object Recognition", BOOKTITLE = ICPR96, YEAR = "1996", PAGES = "I: 518-522", BIBSOURCE = "http://www.visionbib.com/bibliography/match580sp1.html#TT114352"} @article{bb118107, AUTHOR = "Pham, T.V. and Smeulders, A.W.M.", TITLE = "Sparse Representation for Coarse and Fine Object Recognition", JOURNAL = PAMI, VOLUME = "28", YEAR = "2006", NUMBER = "4", MONTH = "April", PAGES = "555-567", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114353"} @article{bb118108, AUTHOR = "Chiang, C.K. and Liu, C.H. and Duan, C.H. and Lai, S.H.", TITLE = "Learning Component-Level Sparse Representation for Image and Video Categorization", JOURNAL = IP, VOLUME = "22", YEAR = "2013", NUMBER = "12", PAGES = "4775-4787", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114354"} @inproceedings{bb118109, AUTHOR = "Irie, G. and Li, Z.G. and Wu, X.M. and Chang, S.F.", TITLE = "Locally Linear Hashing for Extracting Non-linear Manifolds", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "2123-2130", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114355"} @inproceedings{bb118110, AUTHOR = "Chiang, C.K. and Duan, C.H. and Lai, S.H. and Chang, S.F.", TITLE = "Learning component-level sparse representation using histogram information for image classification", BOOKTITLE = ICCV11, YEAR = "2011", PAGES = "1519-1526", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114356"} @article{bb118111, AUTHOR = "Liu, B.D. and Wang, Y.X. and Zhang, Y.J. and Shen, B.", TITLE = "Learning dictionary on manifolds for image classification", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "7", MONTH = "July", PAGES = "1879-1890", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114357"} @article{bb118112, AUTHOR = "Lu, C. and Shi, J.P. and Jia, J.Y.", TITLE = "Scale Adaptive Dictionary Learning", JOURNAL = IP, VOLUME = "23", YEAR = "2014", NUMBER = "2", MONTH = "February", PAGES = "837-847", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114358"} @inproceedings{bb118113, AUTHOR = "Lu, C. and Shi, J.P. and Jia, J.Y.", TITLE = "Online Robust Dictionary Learning", BOOKTITLE = CVPR13, YEAR = "2013", PAGES = "415-422", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114359"} @article{bb118114, AUTHOR = "Nozari, H. and Karami, M.R.", TITLE = "Design redundant Chebyshev dictionary with generalized extreme value distribution for sparse approximation and image denoising", JOURNAL = SIViP, VOLUME = "8", YEAR = "2014", NUMBER = "2", MONTH = "February", PAGES = "327-338", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114360"} @article{bb118115, AUTHOR = "Patel, J.N. and Jose, J. and Patnaik, S.", TITLE = "Application of Content Specific Dictionaries in Still Image Coding", JOURNAL = IEICE, VOLUME = "E98-D", YEAR = "2015", NUMBER = "1", MONTH = "February", PAGES = "394-403", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114361"} @article{bb118116, AUTHOR = "Xu, Y. and Sun, Y.P. and Quan, Y.H. and Zheng, B.", TITLE = "Discriminative structured dictionary learning with hierarchical group sparsity", JOURNAL = CVIU, VOLUME = "136", YEAR = "2015", NUMBER = "1", PAGES = "59-68", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114362"} @article{bb118117, AUTHOR = "Quan, Y.H. and Xu, Y. and Sun, Y.P. and Huang, Y.", TITLE = "Supervised dictionary learning with multiple classifier integration", JOURNAL = PR, VOLUME = "55", YEAR = "2016", NUMBER = "1", PAGES = "247-260", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114363"} @article{bb118118, AUTHOR = "Ni, B.B. and Moulin, P. and Yan, S.C.", TITLE = "Order Preserving Sparse Coding", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "8", MONTH = "August", PAGES = "1615-1628", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114364"} @inproceedings{bb118119, AUTHOR = "Ni, B.B. and Moulin, P. and Yan, S.C.", TITLE = "Order-Preserving Sparse Coding for Sequence Classification", BOOKTITLE = ECCV12, YEAR = "2012", PAGES = "II: 173-187", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114365"} @article{bb118120, AUTHOR = "Nazzal, M. and Yeganli, F. and Ozkaramanli, H.", TITLE = "A Strategy for Residual Component-Based Multiple Structured Dictionary Learning", JOURNAL = SPLetters, VOLUME = "22", YEAR = "2015", NUMBER = "11", MONTH = "November", PAGES = "2059-2063", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114366"} @article{bb118121, AUTHOR = "Chen, J. and Chau, L.", TITLE = "Multiscale Dictionary Learning via Cross-Scale Cooperative Learning and Atom Clustering for Visual Signal Processing", JOURNAL = CirSysVideo, VOLUME = "25", YEAR = "2015", NUMBER = "9", MONTH = "September", PAGES = "1457-1468", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114367"} @article{bb118122, AUTHOR = "Thom, M. and Rapp, M. and Palm, G.", TITLE = "Efficient Dictionary Learning with Sparseness-Enforcing Projections", JOURNAL = IJCV, VOLUME = "114", YEAR = "2015", NUMBER = "2-3", MONTH = "September", PAGES = "168-194", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114368"} @article{bb118123, AUTHOR = "Fawzi, A. and Davies, M. and Frossard, P.", TITLE = "Dictionary Learning for Fast Classification Based on Soft-thresholding", JOURNAL = IJCV, VOLUME = "114", YEAR = "2015", NUMBER = "2-3", MONTH = "September", PAGES = "306-321", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114369"} @article{bb118124, AUTHOR = "Wohlberg, B.", TITLE = "Efficient Algorithms for Convolutional Sparse Representations", JOURNAL = IP, VOLUME = "25", YEAR = "2016", NUMBER = "1", MONTH = "January", PAGES = "301-315", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114370"} @inproceedings{bb118125, AUTHOR = "Wohlberg, B.", TITLE = "Convolutional sparse representations as an image model for impulse noise restoration", BOOKTITLE = IVMSP16, YEAR = "2016", PAGES = "1-5", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114371"} @inproceedings{bb118126, AUTHOR = "Wohlberg, B.", TITLE = "Convolutional sparse representation of color images", BOOKTITLE = Southwest16, YEAR = "2016", PAGES = "57-60", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114372"} @inproceedings{bb118127, AUTHOR = "Wohlberg, B.", TITLE = "Endogenous convolutional sparse representations for transolation invariant image subspace models", BOOKTITLE = ICIP14, YEAR = "2014", PAGES = "2859-2863", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114373"} @inproceedings{bb118128, AUTHOR = "Wohlberg, B.", TITLE = "Boundary handling for convolutional sparse representations", BOOKTITLE = ICIP16, YEAR = "2016", PAGES = "1833-1837", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114374"} @inproceedings{bb118129, AUTHOR = "Skau, E. and Wohlberg, B.", TITLE = "A Fast Parallel Algorithm for Convolutional Sparse Coding", BOOKTITLE = IVMSP18, YEAR = "2018", PAGES = "1-5", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114375"} @inproceedings{bb118130, AUTHOR = "Luo, X. and Wohlberg, B.", TITLE = "Convolutional Laplacian sparse coding", BOOKTITLE = Southwest16, YEAR = "2016", PAGES = "133-136", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114376"} @article{bb118131, AUTHOR = "Xu, M. and Wang, Z.", TITLE = "A novel double-layer sparse representation approach for unsupervised dictionary learning", JOURNAL = CVIU, VOLUME = "143", YEAR = "2016", NUMBER = "1", PAGES = "1-10", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114377"} @inproceedings{bb118132, AUTHOR = "Xu, M. and Wang, Z.", TITLE = "Unsupervised dictionary learning with double-layer sparse representation", BOOKTITLE = WACV14, YEAR = "2014", PAGES = "548-555", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114378"} @article{bb118133, AUTHOR = "Bao, C.L. and Ji, H. and Quan, Y.H. and Shen, Z.W.", TITLE = "Dictionary Learning for Sparse Coding: Algorithms and Convergence Analysis", JOURNAL = PAMI, VOLUME = "38", YEAR = "2016", NUMBER = "7", MONTH = "July", PAGES = "1356-1369", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114379"} @inproceedings{bb118134, AUTHOR = "Bao, C.L. and Ji, H. and Quan, Y.H. and Shen, Z.W.", TITLE = "L0 Norm Based Dictionary Learning by Proximal Methods with Global Convergence", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "3858-3865", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114380"} @inproceedings{bb118135, AUTHOR = "Bao, C.L. and Quan, Y.H. and Ji, H.", TITLE = "A Convergent Incoherent Dictionary Learning Algorithm for Sparse Coding", BOOKTITLE = ECCV14, YEAR = "2014", PAGES = "VI: 302-316", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114381"} @article{bb118136, AUTHOR = "Su, T.F. and Chiang, C.K. and Lai, S.H.", TITLE = "A Multiattribute Sparse Coding Approach for Action Recognition From a Single Unknown Viewpoint", JOURNAL = CirSysVideo, VOLUME = "26", YEAR = "2016", NUMBER = "8", MONTH = "August", PAGES = "1476-1489", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114382"} @inproceedings{bb118137, AUTHOR = "Chiang, C.K. and Su, T.F. and Yen, C. and Lai, S.H.", TITLE = "Multi-attributed Dictionary Learning for Sparse Coding", BOOKTITLE = ICCV13, YEAR = "2013", PAGES = "1137-1144", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114383"} @article{bb118138, AUTHOR = "Bian, X. and Krim, H. and Bronstein, A.M. and Dai, L.", TITLE = "Sparsity and Nullity: Paradigms for Analysis Dictionary Learning", JOURNAL = SIIMS, VOLUME = "9", YEAR = "2016", NUMBER = "3", PAGES = "1107-1126", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114384"} @article{bb118139, AUTHOR = "Prasad, S. and Labate, D. and Cui, M. and Zhang, Y.", TITLE = "Morphologically Decoupled Structured Sparsity for Rotation-Invariant Hyperspectral Image Analysis", JOURNAL = GeoRS, VOLUME = "55", YEAR = "2017", NUMBER = "8", MONTH = "August", PAGES = "4355-4366", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114385"} @article{bb118140, AUTHOR = "Qi, N. and Shi, Y.H. and Sun, X.Y. and Wang, J.D. and Yin, B.C. and Gao, J.B.", TITLE = "Multi-Dimensional Sparse Models", JOURNAL = PAMI, VOLUME = "40", YEAR = "2018", NUMBER = "1", MONTH = "January", PAGES = "163-178", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114386"} @article{bb118141, AUTHOR = "Bahri, M. and Panagakis, Y. and Zafeiriou, S.P.", TITLE = "Robust Kronecker Component Analysis", JOURNAL = PAMI, VOLUME = "41", YEAR = "2019", NUMBER = "10", MONTH = "October", PAGES = "2365-2379", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114387"} @article{bb118142, AUTHOR = "Zha, Z.Y. and Yuan, X. and Wen, B.H. and Zhou, J.T. and Zhang, J.C. and Zhu, C.", TITLE = "A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization", JOURNAL = IP, VOLUME = "29", YEAR = "2020", PAGES = "5094-5109", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114388"} @article{bb118143, AUTHOR = "Sulam, J. and Aberdam, A. and Beck, A. and Elad, M.", TITLE = "On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neural Networks", JOURNAL = PAMI, VOLUME = "42", YEAR = "2020", NUMBER = "8", MONTH = "August", PAGES = "1968-1980", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114389"} @article{bb118144, AUTHOR = "Zhou, P. and Lu, C.Y. and Feng, J.S. and Lin, Z.C. and Yan, S.C.", TITLE = "Tensor Low-Rank Representation for Data Recovery and Clustering", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "5", MONTH = "May", PAGES = "1718-1732", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114390"} @inproceedings{bb118145, AUTHOR = "Xia, W. and Song, Z. and Feng, J.S. and Cheong, L.F. and Yan, S.C.", TITLE = "Segmentation over Detection by Coupled Global and Local Sparse Representations", BOOKTITLE = ECCV12, YEAR = "2012", PAGES = "V: 662-675", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114391"} @article{bb118146, AUTHOR = "Cai, H. and Chao, Z. and Huang, L.X. and Needell, D.", TITLE = "Robust Tensor CUR Decompositions: Rapid Low-Tucker-Rank Tensor Recovery with Sparse Corruptions", JOURNAL = SIIMS, VOLUME = "17", YEAR = "2024", NUMBER = "1", PAGES = "225-247", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114392"} @inproceedings{bb118147, AUTHOR = "Cheng, H. and Wen, B.", TITLE = "Joint Statistical and Spatial Sparse Representation for Robust Image and Image-Set Classification", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "2411-2415", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114393"} @inproceedings{bb118148, AUTHOR = "Wang, Y. and Zou, C. and Tang, Y.Y. and Li, L.", TITLE = "Cauchy Matching Pursuit for Robust Sparse Representation and Classification", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "694-698", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114394"} @inproceedings{bb118149, AUTHOR = "Huang, P. and Hwang, W. and Jong, T.", TITLE = "Learning Parseval Frames for Sparse Representation with Frame Perspective", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "3868-3872", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114395"} @inproceedings{bb118150, AUTHOR = "Lin, Y. and Wohlberg, B. and Vesselinov, V.", TITLE = "ADMM penalty parameter selection with Krylov subspace recycling technique for sparse coding", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "1945-1949", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114396"} @inproceedings{bb118151, AUTHOR = "Siyahjani, F. and Doretto, G.", TITLE = "Learning a Context Aware Dictionary for Sparse Representation", BOOKTITLE = ACCV12, YEAR = "2012", PAGES = "II:228-241", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114397"} @inproceedings{bb118152, AUTHOR = "Majumdar, A.", TITLE = "Discriminative label consistent dictionary learning", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "1016-1020", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114398"} @inproceedings{bb118153, AUTHOR = "Liu, Q.F. and Puthenputhussery, A. and Liu, C.J.", TITLE = "Learning the discriminative dictionary for sparse representation by a general fisher regularized model", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "4347-4351", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114399"} @inproceedings{bb118154, AUTHOR = "Mukherjee, L. and Hall, A.", TITLE = "Non-negative Sparse Coding with Regularizer for Image Classification", BOOKTITLE = WACV15, YEAR = "2015", PAGES = "852-859", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114400"} @inproceedings{bb118155, AUTHOR = "Lu, K.Y. and Li, J. and An, X.J. and He, H.G.", TITLE = "Hierarchical image representation via multi-level sparse coding", BOOKTITLE = ICIP14, YEAR = "2014", PAGES = "4902-4906", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114401"} @inproceedings{bb118156, AUTHOR = "Wang, X.Y. and Ji, Q.A.", TITLE = "Attribute Augmentation with Sparse Coding", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "4352-4357", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114402"} @inproceedings{bb118157, AUTHOR = "Yang, M. and Dai, D.X. and Shen, L. and Van Gool, L.J.", TITLE = "Latent Dictionary Learning for Sparse Representation Based Classification", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "4138-4145", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114403"} @inproceedings{bb118158, AUTHOR = "Bevilacqua, M. and Roumy, A. and Guillemot, C. and Morel, M.L.A.", TITLE = "K-WEB: Nonnegative dictionary learning for sparse image representations", BOOKTITLE = ICIP13, YEAR = "2013", PAGES = "146-150", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114404"} @inproceedings{bb118159, AUTHOR = "Han, S. and Fu, R.Q. and Wang, S.Z. and Wu, X.Y.", TITLE = "Online adaptive dictionary learning and weighted sparse coding for abnormality detection", BOOKTITLE = ICIP13, YEAR = "2013", PAGES = "151-155", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114405"} @inproceedings{bb118160, AUTHOR = "Shen, L. and Wang, S.H. and Sun, G. and Jiang, S.Q. and Huang, Q.M.", TITLE = "Multi-level Discriminative Dictionary Learning towards Hierarchical Visual Categorization", BOOKTITLE = CVPR13, YEAR = "2013", PAGES = "383-390", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114406"} @inproceedings{bb118161, AUTHOR = "Chi, Y.T. and Ali, M. and Rajwade, A. and Ho, J.", TITLE = "Block and Group Regularized Sparse Modeling for Dictionary Learning", BOOKTITLE = CVPR13, YEAR = "2013", PAGES = "377-382", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114407"} @inproceedings{bb118162, AUTHOR = "Khan, N. and Tappen, M.F.", TITLE = "Discriminative dictionary learning with spatial priors", BOOKTITLE = ICIP13, YEAR = "2013", PAGES = "166-170", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114408"} @inproceedings{bb118163, AUTHOR = "Khan, N. and Tappen, M.F.", TITLE = "Stable discriminative dictionary learning via discriminative deviation", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "3224-3227", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114409"} @inproceedings{bb118164, AUTHOR = "Duan, G.F. and Wang, H.C. and Liu, Z.Y. and Deng, J.P. and Chen, Y.W.", TITLE = "K-CPD: Learning of overcomplete dictionaries for tensor sparse coding", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "493-496", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114410"} @inproceedings{bb118165, AUTHOR = "Lin, T. and Liu, S. and Zha, H.B.", TITLE = "Incoherent dictionary learning for sparse representation", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "1237-1240", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114411"} @inproceedings{bb118166, AUTHOR = "Guo, H.M. and Jiang, Z.L. and Davis, L.S.", TITLE = "Discriminative Dictionary Learning with Pairwise Constraints", BOOKTITLE = ACCV12, YEAR = "2012", PAGES = "I:328-342", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114412"} @inproceedings{bb118167, AUTHOR = "Jiang, Z.L. and Lin, Z. and Davis, L.S.", TITLE = "Learning a discriminative dictionary for sparse coding via label consistent K-SVD", BOOKTITLE = CVPR11, YEAR = "2011", PAGES = "1697-1704", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114413"} @inproceedings{bb118168, AUTHOR = "Jiang, Z.L. and Zhang, G.X. and Davis, L.S.", TITLE = "Submodular dictionary learning for sparse coding", BOOKTITLE = CVPR12, YEAR = "2012", PAGES = "3418-3425", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114414"} @inproceedings{bb118169, AUTHOR = "Yang, F. and Jiang, Z.L. and Davis, L.S.", TITLE = "Online discriminative dictionary learning for visual tracking", BOOKTITLE = WACV14, YEAR = "2014", PAGES = "854-861", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114415"} @inproceedings{bb118170, AUTHOR = "Shi, J.P. and Ren, X. and Dai, G. and Wang, J.D. and Zhang, Z.H.", TITLE = "A non-convex relaxation approach to sparse dictionary learning", BOOKTITLE = CVPR11, YEAR = "2011", PAGES = "1809-1816", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114416"} @inproceedings{bb118171, AUTHOR = "Nakashizuka, M. and Nishiura, H. and Iiguni, Y.", TITLE = "Sparse image representations with shift-invariant tree-structured dictionaries", BOOKTITLE = ICIP09, YEAR = "2009", PAGES = "2145-2148", BIBSOURCE = "http://www.visionbib.com/bibliography/match580spdi2.html#TT114417"} @article{bb118172, AUTHOR = "Nasios, N. and Bors, A.G.", TITLE = "Kernel-based classification using quantum mechanics", JOURNAL = PR, VOLUME = "40", YEAR = "2007", NUMBER = "3", MONTH = "March", PAGES = "875-889", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114418"} @article{bb118173, AUTHOR = "Subrahmanya, N. and Shin, Y.C.", TITLE = "Sparse Multiple Kernel Learning for Signal Processing Applications", JOURNAL = PAMI, VOLUME = "32", YEAR = "2010", NUMBER = "5", MONTH = "May", PAGES = "788-798", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114419"} @article{bb118174, AUTHOR = "Pan, B.B. and Lai, J.H. and Chen, W.S.", TITLE = "Nonlinear nonnegative matrix factorization based on Mercer kernel construction", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "10-11", MONTH = "October", PAGES = "2800-2810", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114420"} @inproceedings{bb118175, AUTHOR = "Chen, W.S. and Li, Y.G. and Pan, B.B. and Chen, B.", TITLE = "Incremental learning based on block sparse kernel nonnegative matrix factorization", BOOKTITLE = ICWAPR16, YEAR = "2016", PAGES = "219-224", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114421"} @article{bb118176, AUTHOR = "Mantrach, A. and van Zeebroeck, N. and Francq, P. and Shimbo, M. and Bersini, H. and Saerens, M.", TITLE = "Semi-supervised classification and betweenness computation on large, sparse, directed graphs", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "6", MONTH = "June", PAGES = "1212-1224", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114422"} @article{bb118177, AUTHOR = "Ohkawa, Y. and Fukui, K.", TITLE = "Hand-Shape Recognition Using the Distributions of Multi-Viewpoint Image Sets", JOURNAL = IEICE, VOLUME = "E95-D", YEAR = "2012", NUMBER = "6", MONTH = "June", PAGES = "1619-1627", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114423"} @inproceedings{bb118178, AUTHOR = "Ohkawa, Y. and Suryanto, C.H. and Fukui, K.", TITLE = "Image Set-Based Hand Shape Recognition Using Camera Selection Driven by Multi-class AdaBoosting", BOOKTITLE = ISVC11, YEAR = "2011", PAGES = "II: 555-566", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114424"} @inproceedings{bb118179, AUTHOR = "Ohkawa, Y. and Fukui, K.", TITLE = "Hand Shape Recognition Based on Kernel Orthogonal Mutual Subspace Method", BOOKTITLE = MVA09, YEAR = "2009", PAGES = "122-", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114425"} @inproceedings{bb118180, AUTHOR = "Fukui, K. and Stenger, B. and Yamaguchi, O.", TITLE = "A Framework for 3D Object Recognition Using the Kernel Constrained Mutual Subspace Method", BOOKTITLE = ACCV06, YEAR = "2006", PAGES = "II:315-324", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114426"} @inproceedings{bb118181, AUTHOR = "Fukui, K. and Yamaguchi, O.", TITLE = "The Kernel Orthogonal Mutual Subspace Method and Its Application to 3D Object Recognition", BOOKTITLE = ACCV07, YEAR = "2007", PAGES = "II: 467-476", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114427"} @inproceedings{bb118182, AUTHOR = "Yamaguchi, O. and Fukui, K.", TITLE = "Pattern hashing: Object recognition based on a distributed local appearance model", BOOKTITLE = ICIP02, YEAR = "2002", PAGES = "III: 329-332", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114428"} @inproceedings{bb118183, AUTHOR = "Igarashi, Y. and Fukui, K.", TITLE = "3D Object Recognition Based on Canonical Angles between Shape Subspaces", BOOKTITLE = ACCV10, YEAR = "2010", PAGES = "IV: 580-591", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114429"} @inproceedings{bb118184, AUTHOR = "Akihiro, N. and Fukui, K.", TITLE = "Compound Mutual Subspace Method for 3D Object Recognition: A Theoretical Extension of Mutual Subspace Method", BOOKTITLE = Subspace10, YEAR = "2010", PAGES = "374-383", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114430"} @article{bb118185, AUTHOR = "Liao, C.T. and Lai, S.H.", TITLE = "Robust kernel-based learning for image-related problems", JOURNAL = IET-IPR, VOLUME = "6", YEAR = "2012", NUMBER = "6", PAGES = "795-803", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114431"} @inproceedings{bb118186, AUTHOR = "Liao, C.T. and Lai, S.H.", TITLE = "A novel robust kernel for appearance-based learning", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114432"} @article{bb118187, AUTHOR = "Kuang, J.J. and Chai, Y.", TITLE = "Robust Scene Categorization via Scale-Rotation Invariant Generative Model and Kernel Sparse Representation Classification", JOURNAL = IEICE, VOLUME = "E96-D", YEAR = "2013", NUMBER = "3", MONTH = "March", PAGES = "758-761", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114433"} @article{bb118188, AUTHOR = "Sun, T. and Jiao, L.C. and Liu, F. and Wang, S. and Feng, J.", TITLE = "Selective multiple kernel learning for classification with ensemble strategy", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "11", MONTH = "November", PAGES = "3081-3090", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114434"} @article{bb118189, AUTHOR = "Guo, L.H.", TITLE = "Locality-Constrained Multi-Task Joint Sparse Representation for Image Classification", JOURNAL = IEICE, VOLUME = "E96-D", YEAR = "2013", NUMBER = "9", MONTH = "September", PAGES = "2177-2181", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114435"} @article{bb118190, AUTHOR = "Guo, L.H.", TITLE = "From Easy to Difficult: A Self-Paced Multi-Task Joint Sparse Representation Method", JOURNAL = IEICE, VOLUME = "E101-D", YEAR = "2018", NUMBER = "8", MONTH = "August", PAGES = "2115-2122", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114436"} @article{bb118191, AUTHOR = "Guo, L.H.", TITLE = "Manifold Kernel Metric Learning for Larger-Scale Image Annotation", JOURNAL = IEICE, VOLUME = "E98-D", YEAR = "2015", NUMBER = "7", MONTH = "July", PAGES = "1396-1400", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114437"} @article{bb118192, AUTHOR = "Lampert, C.H.", TITLE = "Kernel Methods in Computer Vision", JOURNAL = FTCGV, VOLUME = "4", YEAR = "2008", PAGES = "193-285", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114438"} @article{bb118193, AUTHOR = "Liu, W.Y. and Yu, Z.D. and Lu, L.J. and Wen, Y.D. and Li, H. and Zou, Y.X.", TITLE = "KCRC-LCD: Discriminative kernel collaborative representation with locality constrained dictionary for visual categorization", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "10", PAGES = "3076-3092", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114439"} @inproceedings{bb118194, AUTHOR = "Liu, W.Y. and Yu, Z.D. and Wen, Y.D. and Lin, R.M. and Yang, M.", TITLE = "Jointly Learning Non-negative Projection and Dictionary with Discriminative Graph Constraints for Classification", BOOKTITLE = BMVC16, YEAR = "2016", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114440"} @inproceedings{bb118195, AUTHOR = "Liu, W.Y. and Yu, Z.D. and Wen, Y.D. and Yang, M. and Zou, Y.X.", TITLE = "Multi-kernel collaborative representation for image classification", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "21-25", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114441"} @inproceedings{bb118196, AUTHOR = "Liu, W.Y. and Lu, L. and Li, H. and Wang, W. and Zou, Y.X.", TITLE = "A novel kernel collaborative representation approach for image classification", BOOKTITLE = ICIP14, YEAR = "2014", PAGES = "4241-4245", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114442"} @article{bb118197, AUTHOR = "Li, X. and Fang, M. and Wang, H.C. and Zhang, J.J.", TITLE = "Supervised transfer kernel sparse coding for image classification", JOURNAL = PRL, VOLUME = "68, Part 1", YEAR = "2015", NUMBER = "1", PAGES = "27-33", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114443"} @article{bb118198, AUTHOR = "Li, X. and Fang, M. and Zhang, J.J. and Wu, J.Q.", TITLE = "Sample selection for visual domain adaptation via sparse coding", JOURNAL = SP:IC, VOLUME = "44", YEAR = "2016", NUMBER = "1", PAGES = "92-100", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114444"} @article{bb118199, AUTHOR = "Cinbis, R.G. and Verbeek, J. and Schmid, C.", TITLE = "Approximate Fisher Kernels of Non-iid Image Models for Image Categorization", JOURNAL = PAMI, VOLUME = "38", YEAR = "2016", NUMBER = "6", MONTH = "June", PAGES = "1084-1098", BIBSOURCE = "http://www.visionbib.com/bibliography/match580km1.html#TT114445"}