Constrained analysis dictionary learning with the ℓ1/2-norm regularizer
暂无分享,去创建一个
Xiang Li | Shuxue Ding | Zhenni Li | Takafumi Hayashi | Yujie Li | Takafumi Hayashi | Zhenni Li | Shuxue Ding | Xiang Li | Yujie Li
[1] Ender M. Eksioglu,et al. Overcomplete sparsifying transform learning algorithm using a constrained least squares approach , 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[2] Wei Hu,et al. Image inpainting via sparse representation , 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.
[3] Michael Elad,et al. Cosparse analysis modeling - uniqueness and algorithms , 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[4] Marc Teboulle,et al. A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems , 2009, SIAM J. Imaging Sci..
[5] Ender M. Eksioglu,et al. K-SVD Meets Transform Learning: Transform K-SVD , 2014, IEEE Signal Processing Letters.
[6] Michael Elad,et al. Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries , 2006, IEEE Transactions on Image Processing.
[7] Klaus Diepold,et al. Analysis Operator Learning and its Application to Image Reconstruction , 2012, IEEE Transactions on Image Processing.
[8] H L Fields,et al. Science in China , 1996, Nature.
[9] A. Bruckstein,et al. K-SVD : An Algorithm for Designing of Overcomplete Dictionaries for Sparse Representation , 2005 .
[10] Shuxue Ding,et al. Dictionary learning with ℓ1/2 regularizer for sparsity based on proximal operator , 2015, 2015 IEEE 7th International Conference on Awareness Science and Technology (iCAST).
[11] Zongben Xu,et al. $L_{1/2}$ Regularization: A Thresholding Representation Theory and a Fast Solver , 2012, IEEE Transactions on Neural Networks and Learning Systems.
[12] I. Daubechies,et al. An iterative thresholding algorithm for linear inverse problems with a sparsity constraint , 2003, math/0307152.
[13] Michael Elad,et al. Sparse and Redundant Representations - From Theory to Applications in Signal and Image Processing , 2010 .
[14] Zhenni Li,et al. A Fast Algorithm for Learning Overcomplete Dictionary for Sparse Representation Based on Proximal Operators , 2015, Neural Computation.
[15] Michael Elad,et al. Analysis K-SVD: A Dictionary-Learning Algorithm for the Analysis Sparse Model , 2013, IEEE Transactions on Signal Processing.
[16] Wei Dai,et al. Simultaneous Codeword Optimization (SimCO) for Dictionary Update and Learning , 2011, IEEE Transactions on Signal Processing.
[17] Wei Dai,et al. Analysis SimCO Algorithms for Sparse Analysis Model Based Dictionary Learning , 2016, IEEE Transactions on Signal Processing.
[18] Yoram Bresler,et al. Learning Sparsifying Transforms , 2013, IEEE Transactions on Signal Processing.
[19] M. Elad,et al. $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation , 2006, IEEE Transactions on Signal Processing.
[20] Mike E. Davies,et al. Dictionary Learning for Sparse Approximations With the Majorization Method , 2009, IEEE Transactions on Signal Processing.
[21] Michael Elad,et al. K-SVD and its non-negative variant for dictionary design , 2005, SPIE Optics + Photonics.
[22] Ke Huang,et al. Sparse Representation for Signal Classification , 2006, NIPS.
[23] Michael Elad,et al. The Cosparse Analysis Model and Algorithms , 2011, ArXiv.
[24] Yoram Bresler,et al. Structured Overcomplete Sparsifying Transform Learning with Convergence Guarantees and Applications , 2015, International Journal of Computer Vision.
[25] Yoram Bresler,et al. Learning overcomplete sparsifying transforms for signal processing , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.
[26] Rémi Gribonval,et al. Constrained Overcomplete Analysis Operator Learning for Cosparse Signal Modelling , 2012, IEEE Transactions on Signal Processing.
[27] Rémi Gribonval,et al. Analysis operator learning for overcomplete cosparse representations , 2011, 2011 19th European Signal Processing Conference.
[28] Anamitra Makur,et al. Image denoising via sparse representations over Sequential Generalization of K-means (SGK) , 2013, 2013 9th International Conference on Information, Communications & Signal Processing.
[29] 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).