Laplacian Sparse Coding, Hypergraph Laplacian Sparse Coding, and Applications
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[1] M. Yuan,et al. Model selection and estimation in regression with grouped variables , 2006 .
[2] Zhiwu Lu,et al. Image categorization by learning with context and consistency , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.
[3] Shuicheng Yan,et al. Large scale natural image classification by sparsity exploration , 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.
[4] James M. Rehg,et al. Beyond the Euclidean distance: Creating effective visual codebooks using the Histogram Intersection Kernel , 2009, 2009 IEEE 12th International Conference on Computer Vision.
[5] G LoweDavid,et al. Distinctive Image Features from Scale-Invariant Keypoints , 2004 .
[6] Ulrike von Luxburg,et al. A tutorial on spectral clustering , 2007, Stat. Comput..
[7] Jean Ponce,et al. A Theoretical Analysis of Feature Pooling in Visual Recognition , 2010, ICML.
[8] D. Donoho. For most large underdetermined systems of equations, the minimal 𝓁1‐norm near‐solution approximates the sparsest near‐solution , 2006 .
[9] Yang Song,et al. Real-time automatic tag recommendation , 2008, SIGIR '08.
[10] Tat-Seng Chua,et al. NUS-WIDE: a real-world web image database from National University of Singapore , 2009, CIVR '09.
[11] Guillermo Sapiro,et al. Non-local sparse models for image restoration , 2009, 2009 IEEE 12th International Conference on Computer Vision.
[12] Guillermo Sapiro,et al. Supervised Dictionary Learning , 2008, NIPS.
[13] Vladimir Pavlovic,et al. A New Baseline for Image Annotation , 2008, ECCV.
[14] Cor J. Veenman,et al. Kernel Codebooks for Scene Categorization , 2008, ECCV.
[15] E. Candès,et al. Stable signal recovery from incomplete and inaccurate measurements , 2005, math/0503066.
[16] Hai Jin,et al. Nonparametric Label-to-Region by search , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[17] Liang-Tien Chia,et al. Local features are not lonely – Laplacian sparse coding for image classification , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[18] Michael Isard,et al. Object retrieval with large vocabularies and fast spatial matching , 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.
[19] Eli Shechtman,et al. In defense of Nearest-Neighbor based image classification , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.
[20] Andrew Zisserman,et al. Video Google: a text retrieval approach to object matching in videos , 2003, Proceedings Ninth IEEE International Conference on Computer Vision.
[21] Rajat Raina,et al. Efficient sparse coding algorithms , 2006, NIPS.
[22] Trevor Darrell,et al. The pyramid match kernel: discriminative classification with sets of image features , 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.
[23] Yihong Gong,et al. Locality-constrained Linear Coding for image classification , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[24] David J. Field,et al. Sparse coding with an overcomplete basis set: A strategy employed by V1? , 1997, Vision Research.
[25] Vladimir Pavlovic,et al. Baselines for Image Annotation , 2010, International Journal of Computer Vision.
[26] Shuicheng Yan,et al. Multi-label sparse coding for automatic image annotation , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.
[27] Jean-Philippe Vert,et al. Group lasso with overlap and graph lasso , 2009, ICML '09.
[28] Yihong Gong,et al. Linear spatial pyramid matching using sparse coding for image classification , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.
[29] Bernhard Schölkopf,et al. Learning with Hypergraphs: Clustering, Classification, and Embedding , 2006, NIPS.
[30] Roelof van Zwol,et al. Flickr tag recommendation based on collective knowledge , 2008, WWW.
[31] Eric P. Xing,et al. Tree-Guided Group Lasso for Multi-Task Regression with Structured Sparsity , 2009, ICML.
[32] R. Tibshirani,et al. A note on the group lasso and a sparse group lasso , 2010, 1001.0736.
[33] Gang Wang,et al. Building text features for object image classification , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.
[34] Guillermo Sapiro,et al. Online Learning for Matrix Factorization and Sparse Coding , 2009, J. Mach. Learn. Res..
[35] Fei-Fei Li,et al. What, where and who? Classifying events by scene and object recognition , 2007, 2007 IEEE 11th International Conference on Computer Vision.
[36] M. Elad,et al. $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation , 2006, IEEE Transactions on Signal Processing.
[37] Samy Bengio,et al. Group Sparse Coding , 2009, NIPS.
[38] Zhiwu Lu,et al. Image categorization with spatial mismatch kernels , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.
[39] G. Griffin,et al. Caltech-256 Object Category Dataset , 2007 .
[40] Liang-Tien Chia,et al. Automatic image tagging via category label and web data , 2010, ACM Multimedia.
[41] Alexander J. Smola,et al. Super-Samples from Kernel Herding , 2010, UAI.
[42] Marc'Aurelio Ranzato,et al. Fast Inference in Sparse Coding Algorithms with Applications to Object Recognition , 2010, ArXiv.
[43] Cordelia Schmid,et al. Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).
[44] Liang-Tien Chia,et al. Kernel Sparse Representation for Image Classification and Face Recognition , 2010, ECCV.
[45] D. Donoho. For most large underdetermined systems of linear equations the minimal 𝓁1‐norm solution is also the sparsest solution , 2006 .
[46] Anders P. Eriksson,et al. Efficient computation of robust low-rank matrix approximations in the presence of missing data using the L1 norm , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[47] Hong Cheng,et al. Sparsity induced similarity measure for label propagation , 2009, 2009 IEEE 12th International Conference on Computer Vision.
[48] Jean Ponce,et al. Learning mid-level features for recognition , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[49] Allen Y. Yang,et al. Robust Face Recognition via Sparse Representation , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[50] A. Bruckstein,et al. K-SVD : An Algorithm for Designing of Overcomplete Dictionaries for Sparse Representation , 2005 .
[51] Michael Elad,et al. Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries , 2006, IEEE Transactions on Image Processing.
[52] Xi Chen,et al. An Efficient Proximal-Gradient Method for Single and Multi-task Regression with Structured Sparsity , 2010, ArXiv.
[53] Serge J. Belongie,et al. Higher order learning with graphs , 2006, ICML.
[54] Lorenzo Rosasco,et al. A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups , 2010, NIPS.