Publications
Journal Papers
By Year
By Topic
By Topic
Statistical Estimation
O. Belhasin, Y. Romano, D. Freedman, E. Rivlin, and M. Elad, Principal Uncertainty Quantification with Spatial Correlation for Image Restoration Problems, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 46, No. 5, Pages: 3321-3333, December 2023.
D. Simon, J. Sulam, Y. Romano, Y.M. Lu, and M. Elad, MMSE Approximation For Sparse Coding Algorithms Using Stochastic Resonance, IEEE Transactions on Signal Processing, Vol. 67, No. 17, Pages 4597-4610, September 2019.
A. Brifman, Y. Romano, and M. Elad, Unified Single-Image and Video Super-Resolution via Denoising Algorithms, IEEE Transactions on Image Processing, Vol. 28, No. 12, Pages 6063-6076, June 2019.
M. Elad and I. Yavneh, A Plurality of Sparse Representations is Better Than the Sparsest One Alone, IEEE Transactions on Information Theory, Vol. 55, No. 10, Pages 4701-4714, October 2009.
