Learning overcomplete sparsifying transforms for signal processing
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[1] E. Candès,et al. Ridgelets: a key to higher-dimensional intermittency? , 1999, Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.
[2] S. Mallat. A wavelet tour of signal processing , 1998 .
[3] Joel A. Tropp,et al. Greed is good: algorithmic results for sparse approximation , 2004, IEEE Transactions on Information Theory.
[4] Alessandro Foi,et al. Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering , 2007, IEEE Transactions on Image Processing.
[5] H. Andrews,et al. Hadamard transform image coding , 1969 .
[6] Gabriel Peyré,et al. Learning Analysis Sparsity Priors , 2011 .
[7] Y. Bresler,et al. Multiscale Dictionary Learning for MRI , 2010 .
[8] Michael Elad,et al. Sparse Representation for Color Image Restoration , 2008, IEEE Transactions on Image Processing.
[9] Michael Elad,et al. Optimized Projections for Compressed Sensing , 2007, IEEE Transactions on Signal Processing.
[10] E. Candès,et al. Curvelets: A Surprisingly Effective Nonadaptive Representation for Objects with Edges , 2000 .
[11] Michael Elad,et al. Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries , 2006, IEEE Transactions on Image Processing.
[12] Michael Elad,et al. From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images , 2009, SIAM Rev..
[13] David L Donoho,et al. Compressed sensing , 2006, IEEE Transactions on Information Theory.
[14] J.B. Allen,et al. A unified approach to short-time Fourier analysis and synthesis , 1977, Proceedings of the IEEE.
[15] Yoram Bresler,et al. Learning Doubly Sparse Transforms for Images , 2013, IEEE Transactions on Image Processing.
[16] Emmanuel J. Candès,et al. Decoding by linear programming , 2005, IEEE Transactions on Information Theory.
[17] Rémi Gribonval,et al. Noise aware analysis operator learning for approximately cosparse signals , 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[18] Minh N. Do,et al. Ieee Transactions on Image Processing the Contourlet Transform: an Efficient Directional Multiresolution Image Representation , 2022 .
[19] Yoram Bresler,et al. Learning sparsifying transforms for image processing , 2012, 2012 19th IEEE International Conference on Image Processing.
[20] M. Elad,et al. $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation , 2006, IEEE Transactions on Signal Processing.
[21] Mike E. Davies,et al. Dictionary Learning for Sparse Approximations With the Majorization Method , 2009, IEEE Transactions on Signal Processing.
[22] David J. Field,et al. Emergence of simple-cell receptive field properties by learning a sparse code for natural images , 1996, Nature.
[23] Jon C. Dattorro,et al. Convex Optimization & Euclidean Distance Geometry , 2004 .
[24] Rémi Gribonval,et al. Analysis operator learning for overcomplete cosparse representations , 2011, 2011 19th European Signal Processing Conference.
[25] Michael Elad,et al. Analysis versus synthesis in signal priors , 2006, 2006 14th European Signal Processing Conference.
[26] Yoram Bresler,et al. MR Image Reconstruction From Highly Undersampled k-Space Data by Dictionary Learning , 2011, IEEE Transactions on Medical Imaging.
[27] Yoram Bresler,et al. Sparsifying transform learning for Compressed Sensing MRI , 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.
[28] Emmanuel J. Candès,et al. Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information , 2004, IEEE Transactions on Information Theory.
[29] Guillermo Sapiro,et al. Sparse representations for limited data tomography , 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.
[30] P. Laguna,et al. Signal Processing , 2002, Yearbook of Medical Informatics.
[31] Michael Elad,et al. K-SVD dictionary-learning for the analysis sparse model , 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[32] Yoram Bresler,et al. Learning Sparsifying Transforms , 2013, IEEE Transactions on Signal Processing.
[33] A. Bruckstein,et al. K-SVD : An Algorithm for Designing of Overcomplete Dictionaries for Sparse Representation , 2005 .