MMSE Approximation For Sparse Coding Algorithms Using Stochastic Resonance
暂无分享,去创建一个
Michael Elad | Yue M. Lu | Yaniv Romano | Jeremias Sulam | Dror Simon | Michael Elad | Jeremias Sulam | Yaniv Romano | Dror Simon
[1] Emmanuel J. Candès,et al. Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information , 2004, IEEE Transactions on Information Theory.
[2] J. Stoer,et al. Introduction to Numerical Analysis , 2002 .
[3] Justin Ziniel,et al. Fast bayesian matching pursuit , 2008, 2008 Information Theory and Applications Workshop.
[4] François Chapeau-Blondeau,et al. Noise-enhanced performance for an optimal Bayesian estimator , 2004, IEEE Transactions on Signal Processing.
[5] Michael Elad,et al. Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries , 2006, IEEE Transactions on Image Processing.
[6] Michael A. Saunders,et al. Atomic Decomposition by Basis Pursuit , 1998, SIAM J. Sci. Comput..
[7] Michael Elad,et al. Large Inpainting of Face Images With Trainlets , 2016, IEEE Signal Processing Letters.
[8] N G Stocks,et al. Information transmission in parallel threshold arrays: suprathreshold stochastic resonance. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.
[9] Alessandro Foi,et al. Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering , 2007, IEEE Transactions on Image Processing.
[10] Christian P. Robert,et al. Monte Carlo Statistical Methods , 2005, Springer Texts in Statistics.
[11] Michael Elad,et al. On MMSE and MAP Denoising Under Sparse Representation Modeling Over a Unitary Dictionary , 2011, IEEE Transactions on Signal Processing.
[12] Wolfgang Maass,et al. Noise as a Resource for Computation and Learning in Networks of Spiking Neurons , 2014, Proceedings of the IEEE.
[13] Joel A. Tropp. Average-case analysis of greedy pursuit , 2005, SPIE Optics + Photonics.
[14] Joel A. Tropp,et al. Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit , 2007, IEEE Transactions on Information Theory.
[15] Pramod K. Varshney,et al. Noise Enhanced Parameter Estimation , 2008, IEEE Transactions on Signal Processing.
[16] Michael Elad,et al. Closed-Form MMSE Estimation for Signal Denoising Under Sparse Representation Modeling Over a Unitary Dictionary , 2010, IEEE Transactions on Signal Processing.
[17] N. Stocks,et al. Suprathreshold stochastic resonance in multilevel threshold systems , 2000, Physical review letters.
[18] Michael Elad,et al. A Weighted Average of Sparse Representations is Better than the Sparsest One Alone , 2008, Structured Decompositions and Efficient Algorithms.
[19] N G Stocks,et al. Generic noise-enhanced coding in neuronal arrays. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.
[20] François Chapeau-Blondeau,et al. Noise-aided SNR amplification by parallel arrays of sensors with saturation , 2006 .
[21] L. M. Ward,et al. Stochastic resonance and sensory information processing: a tutorial and review of application , 2004, Clinical Neurophysiology.
[22] C. Stein. Estimation of the Mean of a Multivariate Normal Distribution , 1981 .
[23] L. Rudin,et al. Nonlinear total variation based noise removal algorithms , 1992 .
[24] Balas K. Natarajan,et al. Sparse Approximate Solutions to Linear Systems , 1995, SIAM J. Comput..
[25] D. Middleton. An Introduction to Statistical Communication Theory , 1960 .
[26] Nigel G. Stocks,et al. Suprathreshold stochastic resonance: an exact result for uniformly distributed signal and noise , 2001 .
[27] David Allingham,et al. THE APPLICATION OF SUPRATHRESHOLD STOCHASTIC RESONANCE TO COCHLEAR IMPLANT CODING , 2002, The Random and Fluctuating World.
[28] Olgica Milenkovic,et al. Subspace Pursuit for Compressive Sensing Signal Reconstruction , 2008, IEEE Transactions on Information Theory.
[29] Michael Elad,et al. Stable recovery of sparse overcomplete representations in the presence of noise , 2006, IEEE Transactions on Information Theory.
[30] Pramod K. Varshney,et al. Reducing Probability of Decision Error Using Stochastic Resonance , 2006, IEEE Signal Processing Letters.
[31] Michael Elad,et al. Trainlets: Dictionary Learning in High Dimensions , 2016, IEEE Transactions on Signal Processing.
[32] Pramod K. Varshney,et al. Noise-Enhanced Information Systems , 2014, Proceedings of the IEEE.