1 code implementation • 13 Jun 2021 • Marija Vella, BoWen Zhang, Wei Chen, João F. C. Mota
Such methods, however, cannot guarantee that the input measurements are satisfied in the recovered image, since the learned parameters by the network are applied to every test image.
1 code implementation • 29 Nov 2020 • Marija Vella, João F. C. Mota
We then propose a framework that post-processes the output of DNNs with an optimization algorithm that enforces measurement consistency.
1 code implementation • 2 Apr 2020 • Marija Vella, João F. C. Mota
Single-image super-resolution is the process of increasing the resolution of an image, obtaining a high-resolution (HR) image from a low-resolution (LR) one.
2 code implementations • 11 Jul 2019 • Marija Vella, João F. C. Mota
Super-resolution (SR) is a technique that allows increasing the resolution of a given image.