Publications Journal Papers

T. Hong, Y. Romano, and M. Elad, Acceleration of RED via Vector Extrapolation, Journal of Visual Communication and Image Representation, Vol. 63, August 2019. software

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, M. Protter, and M. Elad, Single Image Interpolation via Adaptive Non-Local Sparsity-Based Modeling, IEEE Transactions on Image Processing, Vol. 23 No. 7 Pages 3085-3098, July 2014.

T. Peleg and M. Elad, A Statistical Prediction Model Based on Sparse Representations for Single Image Super-Resolution, IEEE Transactions on Image Processing, Vol. 23, No. 6, Pages 2569-2582, June 2014. software

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.

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

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, 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.