Online dictionary learning for Local Coordinate Coding with Locality Coding Adaptors
暂无分享,去创建一个
[1] D. Donoho. For most large underdetermined systems of linear equations the minimal 𝓁1‐norm solution is also the sparsest solution , 2006 .
[2] Liang-Tien Chia,et al. Laplacian Sparse Coding, Hypergraph Laplacian Sparse Coding, and Applications , 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[3] Carl D. Meyer,et al. Matrix Analysis and Applied Linear Algebra , 2000 .
[4] Pierre Priouret,et al. Adaptive Algorithms and Stochastic Approximations , 1990, Applications of Mathematics.
[5] Dimitri P. Bertsekas,et al. Nonlinear Programming , 1997 .
[6] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
[7] Léon Bottou,et al. The Tradeoffs of Large Scale Learning , 2007, NIPS.
[8] 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).
[9] Guillermo Sapiro,et al. Online dictionary learning for sparse coding , 2009, ICML '09.
[10] Jonathan J. Hull,et al. A Database for Handwritten Text Recognition Research , 1994, IEEE Trans. Pattern Anal. Mach. Intell..
[11] ZissermanAndrew,et al. The Pascal Visual Object Classes Challenge , 2015 .
[12] Guillermo Sapiro,et al. Online Learning for Matrix Factorization and Sparse Coding , 2009, J. Mach. Learn. Res..
[13] Yurii Nesterov,et al. Introductory Lectures on Convex Optimization - A Basic Course , 2014, Applied Optimization.
[14] Yihong Gong,et al. Nonlinear Learning using Local Coordinate Coding , 2009, NIPS.
[15] Shengping Zhang,et al. Robust visual tracking based on online learning sparse representation , 2013, Neurocomputing.
[16] Shengping Zhang,et al. Sparse coding based visual tracking: Review and experimental comparison , 2013, Pattern Recognit..
[17] Rajat Raina,et al. Efficient sparse coding algorithms , 2006, NIPS.
[18] Yihong Gong,et al. Locality-constrained Linear Coding for image classification , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[19] Luc Van Gool,et al. The Pascal Visual Object Classes (VOC) Challenge , 2010, International Journal of Computer Vision.
[20] Philip H. S. Torr,et al. Locally Linear Support Vector Machines , 2011, ICML.
[21] YaoHongxun,et al. Sparse coding based visual tracking , 2013 .
[22] Yu-Chiang Frank Wang,et al. Locality-sensitive dictionary learning for sparse representation based classification , 2013, Pattern Recognit..
[23] Yihong Gong,et al. Linear spatial pyramid matching using sparse coding for image classification , 2009, CVPR.
[24] Dan Wang,et al. Theoretical analysis of learning local anchors for classification , 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).
[25] Paul Tseng,et al. A coordinate gradient descent method for nonsmooth separable minimization , 2008, Math. Program..
[26] D. Donoho. For most large underdetermined systems of equations, the minimal 𝓁1‐norm near‐solution approximates the sparsest near‐solution , 2006 .
[27] Dacheng Tao,et al. Large-scale Dictionary Learning For Local Coordinate Coding , 2010, BMVC.
[28] John Darzentas,et al. Problem Complexity and Method Efficiency in Optimization , 1983 .
[29] Svetlana Lazebnik,et al. Supervised Learning of Quantizer Codebooks by Information Loss Minimization , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[30] Allen Y. Yang,et al. Robust Face Recognition via Sparse Representation , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[31] Andy Harter,et al. Parameterisation of a stochastic model for human face identification , 1994, Proceedings of 1994 IEEE Workshop on Applications of Computer Vision.