43 citations · 83 across the 4 of their papers we have counts for
3 papers · 1 filter
Deep Algorithm Unrolling for Biomedical Imaging
Yuelong Li, Or Bar-Shira, Vishal Monga +1
In this chapter, we review biomedical applications and breakthroughs via leveraging algorithm unrolling, an important technique that bridges between traditional iterative algorithm…
Robust Alignment for Panoramic Stitching via an Exact Rank Constraint
Yuelong Li, Mohammad Tofighi, Vishal Monga
We study the problem of image alignment for panoramic stitching. Unlike most existing approaches that are feature-based, our algorithm works on pixels directly, and accounts for er…
An Algorithm Unrolling Approach to Deep Image Deblurring
Yuelong Li, Mohammad Tofighi, Vishal Monga +1
While neural networks have achieved vastly enhanced performance over traditional iterative methods in many cases, they are generally empirically designed and the underlying structu…