Publications Journal Papers

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.

Y. Romano and M. Elad, Con-Patch: When a Patch Meets its Context, IEEE Trans. on Image Processing, Vol. 25, No. 9, Pages 3967-3978, September 2016.

H. Takeda, P. Milanfar, M. Protter, and M. Elad, Super-resolution Without Explicit Subpixel Motion Estimation, IEEE Transactions on Image Processing, Vol. 18, No. 9, Pages 1958-1975, September 2009.

M. Protter and M. Elad, Super-Resolution With Probabilistic Motion Estimation, IEEE Transactions on Image Processing, Vol. 18, No. 8, Pages 1899-1904, August 2009.

M. Protter, M. Elad, H. Takeda, and P. Milanfar, Generalizing the Non-Local-Means to Super-Resolution Reconstruction, IEEE Transactions on Image Processing, Vol. 18, No. 1, Pages 36-51, January 2009.

M. Protter and Michael Elad, Image Sequence Denoising Via Sparse and Redundant Representations, IEEE Trans. on Image Processing, Vol. 18, No. 1, Pages 27-36, January 2009.

S. Farsiu, M. Elad, and P. Milanfar, Video-to-Video Dynamic Super-Resolution for Grayscale and Color Sequences, EURASIP Journal on Applied Signal Processing, Vol. 2006, pp. 1-15. software

S. Farsiu, M. Elad, and P. Milanfar, Multi-Frame Demosaicing and Super-Resolution of Color Images, IEEE Trans. On Image Processing, Vol. 15, pp. 141-159, January 2006. software

M. Elad, P. Teo, and Y. Hel-Or, On The Design of Optimal Filters For Gradient-Based Motion Estimation, the International Journal on Mathematical Imaging and Vision, Vol. 23, No. 3, pp. 245-365, November 2005.

S. Farsiu, D. Robinson, M. Elad, and P. Milanfar, Fast and Robust Multi-Frame Super-resolution, IEEE Trans. On Image Processing, Vol. 13, No. 10, pp. 1327-1344, October 2004. software

S. Farsiu, D. Robinson, M. Elad, and P. Milanfar, Advanced and Challenges in Super-Resolution, the International Journal of Imaging Systems and Technology, Vol. 14, No. 2, pp. 47-57, Special Issue on high-resolution image reconstruction, August 2004. software

M. Elad and Y. Hel-Or, A Fast Super-Resolution Reconstruction Algorithm for Pure Translational Motion and Common Space Invariant Blur, IEEE Trans. on Image Processing, Vol.10, No. 8, pp.1187-93, August 2001.

M. Elad and A. Feuer, Super-Resolution reconstruction of Continuous Image Sequence, IEEE Trans. On Pattern Analysis and Machine Intelligence (PAMI), Vol. 21, No. 9, pp. 817-834, September 1999.

M. Elad and A. Feuer, Super-Resolution Restoration of Continuous Image Sequence - Adaptive Filtering Approach, IEEE Trans. on Image Processing, Vol. 8. No. 3, pp. 387-395, March 1999.

M. Elad and A. Feuer, Recursive optical Flow Estimation - Adaptive Filtering approach, Journal of Visual Comm. and Image Representation, Vol. 9, pp. 119-138, June 1998.

M. Elad and A. Feuer, Restoration of Single Super-Resolution Image From Several Blurred, Noisy and Down-Sampled Measured Images, IEEE Trans. on Image Processing, Vol. 6, No. 12, pp. 1646-58, December 1997.