Design of Non-Linear Kernel Dictionaries for Object Recognition
暂无分享,去创建一个
Rama Chellappa | Nasser M. Nasrabadi | Vishal M. Patel | Hien Van Nguyen | R. Chellappa | N. Nasrabadi | H. Nguyen
[1] Eli Shechtman,et al. In defense of Nearest-Neighbor based image classification , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.
[2] Baoxin Li,et al. Discriminative K-SVD for dictionary learning in face recognition , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[3] Hermann Ney,et al. Experiments with an extended tangent distance , 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.
[4] Jonathan J. Hull,et al. A Database for Handwritten Text Recognition Research , 1994, IEEE Trans. Pattern Anal. Mach. Intell..
[5] Nello Cristianini,et al. Advances in Kernel Methods - Support Vector Learning , 1999 .
[6] Shuicheng Yan,et al. Visual classification with multi-task joint sparse representation , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[7] Nicolas Pinto,et al. Why is Real-World Visual Object Recognition Hard? , 2008, PLoS Comput. Biol..
[8] Ivor W. Tsang,et al. The pre-image problem in kernel methods , 2003, IEEE Transactions on Neural Networks.
[9] David J. Field,et al. Emergence of simple-cell receptive field properties by learning a sparse code for natural images , 1996, Nature.
[10] Brian C. Lovell,et al. Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach , 2012, ECCV.
[11] Allen Y. Yang,et al. Robust Face Recognition via Sparse Representation , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[12] A. Bruckstein,et al. K-SVD : An Algorithm for Designing of Overcomplete Dictionaries for Sparse Representation , 2005 .
[13] Hanchao Qi,et al. Using the kernel trick in compressive sensing: Accurate signal recovery from fewer measurements , 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[14] Sebastian Nowozin,et al. On feature combination for multiclass object classification , 2009, 2009 IEEE 12th International Conference on Computer Vision.
[15] Pietro Perona,et al. Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories , 2004, 2004 Conference on Computer Vision and Pattern Recognition Workshop.
[16] Bernhard Schölkopf,et al. Kernel Principal Component Analysis , 1997, International Conference on Artificial Neural Networks.
[17] Jean Ponce,et al. Task-Driven Dictionary Learning , 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[18] 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).
[19] Michael Elad,et al. Dictionaries for Sparse Representation Modeling , 2010, Proceedings of the IEEE.
[20] Liang-Tien Chia,et al. Kernel Sparse Representation for Image Classification and Face Recognition , 2010, ECCV.
[21] Ting Wang,et al. Kernel Sparse Representation-Based Classifier , 2012, IEEE Transactions on Signal Processing.
[22] Yann LeCun,et al. Transformation Invariance in Pattern Recognition-Tangent Distance and Tangent Propagation , 1996, Neural Networks: Tricks of the Trade.
[23] Guillermo Sapiro,et al. Supervised Dictionary Learning , 2008, NIPS.
[24] Corinna Cortes,et al. Support-Vector Networks , 1995, Machine Learning.
[25] Pascal Vincent,et al. Kernel Matching Pursuit , 2002, Machine Learning.
[26] Cor J. Veenman,et al. Kernel Codebooks for Scene Categorization , 2008, ECCV.
[27] Michael Elad,et al. Double Sparsity: Learning Sparse Dictionaries for Sparse Signal Approximation , 2010, IEEE Transactions on Signal Processing.
[28] Jun Sun,et al. Fast Kernel Sparse Representation , 2011, 2011 International Conference on Digital Image Computing: Techniques and Applications.
[29] M. Elad,et al. $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation , 2006, IEEE Transactions on Signal Processing.
[30] Prateek Jain,et al. Fast image search for learned metrics , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.
[31] Bernhard Schölkopf,et al. Prior Knowledge in Support Vector Kernels , 1997, NIPS.
[32] Baoxin Li,et al. Discriminative affine sparse codes for image classification , 2011, CVPR 2011.
[33] Stéphane Canu,et al. Kernel Basis Pursuit , 2005, Rev. d'Intelligence Artif..
[34] Bernhard Schölkopf,et al. Kernel Principal Component Analysis , 1997, ICANN.
[35] Stéphane Mallat,et al. Matching pursuits with time-frequency dictionaries , 1993, IEEE Trans. Signal Process..
[36] Rama Chellappa,et al. Kernel dictionary learning , 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[37] Michael A. Saunders,et al. Atomic Decomposition by Basis Pursuit , 1998, SIAM J. Sci. Comput..
[38] Y. C. Pati,et al. Orthogonal matching pursuit: recursive function approximation with applications to wavelet decomposition , 1993, Proceedings of 27th Asilomar Conference on Signals, Systems and Computers.
[39] Yihong Gong,et al. Locality-constrained Linear Coding for image classification , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[40] Dr. M. G. Worster. Methods of Mathematical Physics , 1947, Nature.
[41] Svetha Venkatesh,et al. Joint learning and dictionary construction for pattern recognition , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.
[42] G. Griffin,et al. Caltech-256 Object Category Dataset , 2007 .
[43] Trac D. Tran,et al. Hyperspectral Image Classification via Kernel Sparse Representation , 2011, IEEE Transactions on Geoscience and Remote Sensing.
[44] Kjersti Engan,et al. Method of optimal directions for frame design , 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).
[45] Yihong Gong,et al. Linear spatial pyramid matching using sparse coding for image classification , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.
[46] Matti Pietikäinen,et al. Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[47] Joel A. Tropp,et al. Greed is good: algorithmic results for sparse approximation , 2004, IEEE Transactions on Information Theory.
[48] Andrew Zisserman,et al. Representing shape with a spatial pyramid kernel , 2007, CIVR '07.
[49] Fatih Murat Porikli,et al. Region Covariance: A Fast Descriptor for Detection and Classification , 2006, ECCV.
[50] Guillermo Sapiro,et al. Sparse Representation for Computer Vision and Pattern Recognition , 2010, Proceedings of the IEEE.
[51] Anthony Widjaja,et al. Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond , 2003, IEEE Transactions on Neural Networks.
[53] Michael Elad,et al. On the Role of Sparse and Redundant Representations in Image Processing , 2010, Proceedings of the IEEE.
[54] Guillermo Sapiro,et al. Online dictionary learning for sparse coding , 2009, ICML '09.
[55] Jitendra Malik,et al. SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category Recognition , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).
[56] Larry S. Davis,et al. Learning a discriminative dictionary for sparse coding via label consistent K-SVD , 2011, CVPR 2011.
[57] Michael Elad,et al. From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images , 2009, SIAM Rev..