3 papers
cs.CV2025
Task-driven real-world super-resolution of document scans
Maciej Zyrek, Tomasz Tarasiewicz, Jakub Sadel +2
Single-image super-resolution refers to the reconstruction of a high-resolution image from a single low-resolution observation. Although recent deep learning-based methods have dem…
cs.CV2025
Toward task-driven satellite image super-resolution
Maciej Ziaja, Pawel Kowaleczko, Daniel Kostrzewa +2
Super-resolution is aimed at reconstructing high-resolution images from low-resolution observations. State-of-the-art approaches underpinned with deep learning allow for obtaining…
cs.CV2025
Task-driven single-image super-resolution reconstruction of document scans
Maciej Zyrek, Michal Kawulok
Super-resolution reconstruction is aimed at generating images of high spatial resolution from low-resolution observations. State-of-the-art super-resolution techniques underpinned…