Publications Conferences

G. Mataev, P. Milanfar, and M. Elad, DeepRED: Deep Image Prior Powered by RED, ICCV 2019, Learning for Computational Imaging (LCI) Workshop. software

A. Brifman, Y. Romano, and M. Elad, Turning a Denoiser into a Super-Resolver using Plug-and-Play-Priors, ICIP, Arizona, USA, September 25-28, 2016.

A. Adler, Y. Hel-Or, and M. Elad, A Shrinkage Learning Approach for Single Image Super-Resolution with Overcomplete Representations, The 11th European Conference on Computer Vision (ECCV), Crete-Greece, 5-11 September 2010.

R. Zeyde, M. Elad and M. Protter, On Single Image Scale-Up using Sparse-Representations, Curves & Surfaces, Avignon-France, June 24-30, 2010 (appears also in Lecture-Notes-on-Computer-Science - LNCS). software

S. Farsiu, M. Elad, and P. Milanfar, A Practical Approach to Super-Resolution, Proc. of the SPIE: Visual Communications and Image Processing, San-Jose, January 2006.

S. Farsiu, D. Robinson, M. Elad, and P. Milanfar, Dynamic Demosaicing and Color Super-Resolution of Video Sequences, Proceedings of the SPIE conference on image reconstruction from incomplete data III, Vol. 5562, October 2004.

S. Farsiu, M. Elad, and P. Milanfar, Multi-Frame Demosaicing and Super-Resolution from Under-Sampled Color Images, IS&T - SPIE Symposium on Electronic Imaging 2004, San Jose, CA., 18-22 January 2004.

S. Farsiu, D. Robinson, M. Elad, and P. Milanfar, Robust Shift and Add Approach to Super-resolution, SPIE Annual meeting, 3-8 August 2003, San Diego, California, USA.

S. Farsiu, D. Robinson, M. Elad, and P. Milanfar, Robust Super-Resolution, Proceedings of ICIP 2003.

M. Elad and A. Feuer, Super-Resolution Reconstruction of Continuous Image Sequences, International Conference on Image Processing - ICIP 1999, Kobe, Japan, October 1999.

T. Sagi, A. Feuer and M. Elad, The Periodic Step Gradient Descent Algorithm - General Analysis and Application to the Super-Resolution Reconstruction Problem, EUSIPCO 1998.

M. Elad and A. Feuer, Super-Resolution Reconstruction of an Image, The 19-th IEEE Conference in Israel, Jerusalem, November 1996.

M. Elad and A. Feuer, Super-Resolution Restoration of Continuous Image Sequences Using the LMS Algorithm, The 18-th IEEE Conference in Israel, Tel-Aviv, March 1995.