3 citations · 5 across the 6 of their papers we have counts for
3 papers · 1 filter
Decomposer: Semi-supervised Learning of Image Restoration and Image Decomposition
Boris Meinardus, Mariusz Trzeciakiewicz, Tim Herzig +3
We present Decomposer, a semi-supervised reconstruction model that decomposes distorted image sequences into their fundamental building blocks - the original image and the applied…
DIAR: Deep Image Alignment and Reconstruction using Swin Transformers
Monika Kwiatkowski, Simon Matern, Olaf Hellwich
When taking images of some occluded content, one is often faced with the problem that every individual image frame contains unwanted artifacts, but a collection of images contains…
SIDAR: Synthetic Image Dataset for Alignment & Restoration
Monika Kwiatkowski, Simon Matern, Olaf Hellwich
Image alignment and image restoration are classical computer vision tasks. However, there is still a lack of datasets that provide enough data to train and evaluate end-to-end deep…