Publications Journal Papers

Image Compression

H. Talebi, D. Kelly, X. Luo, I. Garcia Dorado, F. Yang, P. Milanfar and M. Elad, Better Compression with Deep Pre-Editing, IEEE Transactions on Image Processing, Vol. 30, No. 8, Pages 6673-6685, August 2021.
Y. Dar, M. Elad, and A.M. Bruckstein, Restoration by Compression, IEEE Transactions on Image Processing, Vol. 66, No. 22, Pages 5833-5847, November 2018.
Y. Dar, M. Elad, and A.M. Bruckstein, Optimized Pre-Compensating Compression, IEEE Transactions on Image Processing, , Vol. 27, No. 10, Pages 4798-4809, October 2018.
Y. Dar, A.M. Bruckstein, M. Elad, and R. Giryes, Postprocessing of Compressed Images via Sequential Denoising, IEEE Trans. on Image Processing, Vol. 25, No. 7, Pages 3044-3058, July 2016.
O. Bryt and M. Elad, Compression of Facial Images Using the K-SVD Algorithm, Journal of Visual Communication and Image Representation, Vol. 19, No. 4, Pages 270-283, May 2008.
M. Elad, R. Goldenberg, and R. Kimmel, Low Bit-Rate Compression of Facial Images, IEEE Trans. on Image Processing, Vol. 16, no. 9, Pages 2379-2383, September 2007.
J. Tsaig, M. Elad, P. Milanfar, and G. Golub, A Near-Optimal Filtering Scheme for Low Bit-Rate Block Coders Using Variable Projection, IEEE Trans. On Circuits & Systems for Video Technology, Vol. 15, No. 1, pp. 154-160, January 2005.
A. Bruckstein, M. Elad, and R. Kimmel, Down Scaling for Better Transform Compression, IEEE Trans. On Image Processing, Vol. 12, No. 9, pp. 1132-1144, September 2003.
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