Publications Journal Papers

Image Processing Applications

H. Talebi, D. Kelly, X. Luo, I. Garcia Dorado, F. Yang, P. Milanfar and M. Elad, Better Compression with Deep Pre-Editing, to appear in IEEE Transactions on Image Processing.
R. Khatib, D. Simon, and M. Elad, Learned Greedy Method (LGM): A novel Neural Architecture for Sparse Coding and Beyond, Journal of Visual Communication and Image Representation, Vol. 77, March 2021.
A. Golts, D. Freedman, and M. Elad, Deep-Energy: Unsupervised Training of Deep Neural Networks, IEEE Transactions on Image Processing, Vol. 15, No. 2, Pages 324-338, February 2021. software
A. Golts, D. Freedman, and M. Elad, Unsupervised Single Image Dehazing Using Dark Channel Prior Loss, IEEE Transactions on Image Processing, Vol. 29, No. 1, Pages 2692-2701, January 2020. software
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