Efficient histogram dictionary learning for text/image modeling and classification
暂无分享,去创建一个
[1] P. Dooren,et al. Non-negative matrix factorization with fixed row and column sums , 2008 .
[2] Brendt Wohlberg,et al. Task-driven dictionary learning for inpainting , 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[3] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
[4] Pascal Frossard,et al. Dictionary Learning , 2011, IEEE Signal Processing Magazine.
[5] Thomas Hofmann,et al. Probabilistic Latent Semantic Analysis , 1999, UAI.
[6] David M. Blei,et al. Supervised Topic Models , 2007, NIPS.
[7] Michael A. Saunders,et al. Atomic Decomposition by Basis Pursuit , 1998, SIAM J. Sci. Comput..
[8] Michael Elad,et al. Dictionaries for Sparse Representation Modeling , 2010, Proceedings of the IEEE.
[9] Ioannis Pratikakis,et al. Bag of spatio-visual words for context inference in scene classification , 2013, Pattern Recognit..
[10] Honglak Lee,et al. An Analysis of Single-Layer Networks in Unsupervised Feature Learning , 2011, AISTATS.
[11] Yurii Nesterov,et al. Smooth minimization of non-smooth functions , 2005, Math. Program..
[12] Andrew Zisserman,et al. Scene Classification Via pLSA , 2006, ECCV.
[13] Patrik O. Hoyer,et al. Non-negative Matrix Factorization with Sparseness Constraints , 2004, J. Mach. Learn. Res..
[14] Csaba Szepesvári,et al. Deep Representations and Codes for Image Auto-Annotation , 2012, NIPS.
[15] James Theiler,et al. Online Feature Selection using Grafting , 2003, ICML.
[16] G LoweDavid,et al. Distinctive Image Features from Scale-Invariant Keypoints , 2004 .
[17] Michael Elad,et al. K-SVD and its non-negative variant for dictionary design , 2005, SPIE Optics + Photonics.
[18] R. Tibshirani,et al. Least angle regression , 2004, math/0406456.
[19] Allen Y. Yang,et al. Fast L1-Minimization Algorithms For Robust Face Recognition , 2010 .
[20] Leonidas J. Guibas,et al. The Earth Mover's Distance as a Metric for Image Retrieval , 2000, International Journal of Computer Vision.
[21] P. M. Suárez,et al. A new formulation of the equivalent thermal in optimization ofhydrothermal systems , 2002 .
[22] Thomas F. Coleman,et al. A Reflective Newton Method for Minimizing a Quadratic Function Subject to Bounds on Some of the Variables , 1992, SIAM J. Optim..
[23] 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.
[24] Saharon Rosset,et al. Following Curved Regularized Optimization Solution Paths , 2004, NIPS.
[25] M. R. Osborne,et al. A new approach to variable selection in least squares problems , 2000 .
[26] Vikas Sindhwani,et al. Large-scale distributed non-negative sparse coding and sparse dictionary learning , 2012, KDD.
[27] Chong Wang,et al. Simultaneous image classification and annotation , 2009, CVPR.
[28] O. Nelles,et al. An Introduction to Optimization , 1996, IEEE Antennas and Propagation Magazine.
[29] Guillermo Sapiro,et al. Online dictionary learning for sparse coding , 2009, ICML '09.
[30] John Platt,et al. Probabilistic Outputs for Support vector Machines and Comparisons to Regularized Likelihood Methods , 1999 .
[31] Stephen P. Boyd,et al. Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.
[32] Stephen P. Boyd,et al. Graph Implementations for Nonsmooth Convex Programs , 2008, Recent Advances in Learning and Control.
[33] Francesca Odone,et al. Histogram intersection kernel for image classification , 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).
[34] Matthijs C. Dorst. Distinctive Image Features from Scale-Invariant Keypoints , 2011 .
[35] Marc Teboulle,et al. A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems , 2009, SIAM J. Imaging Sci..
[36] Pietro Perona,et al. A Bayesian hierarchical model for learning natural scene categories , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[37] Allen Y. Yang,et al. Fast L1-Minimization Algorithms For Robust Face Recognition , 2010, 1007.3753.
[38] Yunde Jia,et al. FISHER NON-NEGATIVE MATRIX FACTORIZATION FOR LEARNING LOCAL FEATURES , 2004 .
[39] Michael Werman,et al. The Quadratic-Chi Histogram Distance Family , 2010, ECCV.
[40] Michael I. Jordan,et al. Modeling annotated data , 2003, SIGIR.
[41] Christian Bauckhage,et al. Convex Non-negative Matrix Factorization in the Wild , 2009, 2009 Ninth IEEE International Conference on Data Mining.
[42] Michael I. Jordan,et al. Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..
[43] Antonio Torralba,et al. LabelMe: A Database and Web-Based Tool for Image Annotation , 2008, International Journal of Computer Vision.
[44] Joseph F. Murray,et al. Dictionary Learning Algorithms for Sparse Representation , 2003, Neural Computation.