Publications Conferences

G. Bar-Shalom, G. Leifman, and Michael Elad, Weakly-Supervised Representation Learning for Video Alignment and Analysis, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), January 2024.

G. Vaksman, M. Elad and P. Milanfar, Patch Craft: Video Denoising by Deep Modeling and Patch Matching, ICCV 2021. software

Y. Dar, A.M. Bruckstein, M. Elad, and R. Giryes, Reducing Artifacts of Intra-Frame Video Coding via Sequential Denoising, ICSEE - International Conference on the Science of Electrical Engineering - Eilat Israel, November 16-18, 2016.

M. Protter and M. Elad, Sparse and Redundant Representations and Motion-Estimation-Free Algorithm for Video Denoising, SPIE (Wavelet XII) 2007, San-Diego CA, August 26-29, 2007.

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, M. Elad, and P. Milanfar, Constrained, Globally Optimal, Multi-Frame Motion Estimation, Proc. of the 2005 IEEE workshop on statistical signal processing, Bordeaux, France.

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.

A. Segall, M. Elad, P. Milanfar, R. Webb and C. Fogg, Improved High-Definition Video by Encoding at an Intermediate Resolution, Proceedings of the SPIE Conference on Visual Communications and Image Processing, San Jose, CA, Jan. 18-22, 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.

M. Elad, P. Teo, and Y. Hel-Or, Optimal Filters For Gradient Based Motion Estimation, International Conference on Computer Vision - ICCV 1999, Corfu, Greece, pp. 559-565, September 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, Recursive Optical Flow Estimation - Adaptive Filtering approach, The 19-th IEEE Conference in Israel, Jerusalem, November 1996.

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.