Algorithm unrolling: Interpretable, efficient deep learning for signal and image processing V Monga, Y Li, YC Eldar IEEE Signal Processing Magazine 38 (2), 18-44, 2021 | 1331 | 2021 |
Efficient and interpretable deep blind image deblurring via algorithm unrolling Y Li, M Tofighi, J Geng, V Monga, YC Eldar IEEE Transactions on Computational Imaging 6, 666-681, 2020 | 198 | 2020 |
Ghost-free high dynamic range imaging via rank minimization C Lee, Y Li, V Monga IEEE signal processing letters 21 (9), 1045-1049, 2014 | 148 | 2014 |
An algorithm unrolling approach to deep image deblurring Y Li, M Tofighi, V Monga, YC Eldar ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 70 | 2019 |
A Maximum a Posteriori Estimation Framework for Robust High Dynamic Range Video Synthesis Y Li, C Lee, V Monga IEEE Transactions on Image Processing 26 (3), 1143-1157, 2016 | 28 | 2016 |
Deep algorithm unrolling for blind image deblurring Y Li, M Tofighi, J Geng, V Monga, YC Eldar arXiv preprint arXiv:1902.03493, 2019 | 25 | 2019 |
Blind image deblurring using row–column sparse representations M Tofighi, Y Li, V Monga IEEE signal processing letters 25 (2), 273-277, 2017 | 25 | 2017 |
Robust alignment for panoramic stitching via an exact rank constraint Y Li, M Tofighi, V Monga IEEE Transactions on Image Processing 28 (10), 4730-4745, 2019 | 16 | 2019 |
Deep algorithm unrolling for biomedical imaging Y Li, O Bar-Shira, V Monga, YC Eldar arXiv preprint arXiv:2108.06637, 2021 | 15 | 2021 |
SIASM: Sparsity-based image alignment and stitching method for robust image mosaicking Y Li, V Monga 2016 IEEE International Conference on Image Processing (ICIP), 1828-1832, 2016 | 11 | 2016 |
A convergent neural network for non-blind image deblurring Y Zhao, Y Li, H Zhang, V Monga, YC Eldar 2023 IEEE International Conference on Image Processing (ICIP), 1505-1509, 2023 | 10 | 2023 |
Mrc-net: 6-dof pose estimation with multiscale residual correlation Y Li, Y Mao, R Bala, S Hadap Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 5 | 2024 |
An algorithm unrolling approach to deep blind image deblurring Y Li, M Tofighi, J Geng, V Monga, YC Eldar arXiv preprint arXiv:1902.03493, 2019 | 5 | 2019 |
A map estimation framework for HDR video synthesis Y Li, C Lee, V Monga 2015 IEEE International Conference on Image Processing (ICIP), 2219-2223, 2015 | 4 | 2015 |
Deep, convergent, unrolled half-quadratic splitting for image deconvolution Y Zhao, Y Li, H Zhang, V Monga, YC Eldar IEEE Transactions on Computational Imaging, 2024 | 1 | 2024 |