2 papers
cs.CV2026
VoDaSuRe: A Large-Scale Dataset Revealing Domain Shift in Volumetric Super-Resolution
August Leander Høeg, Sophia Wiinberg Bardenfleth, Hans Martin Kjer +3
Recent advances in volumetric super-resolution (SR) have demonstrated strong performance in medical and scientific imaging, with transformer- and CNN-based approaches achieving imp…
cs.CV2024
MTVNet: Mapping using Transformers for Volumes -- Network for Super-Resolution with Long-Range Interactions
August Leander Høeg, Sophia W. Bardenfleth, Hans Martin Kjer +3
Until now, it has been difficult for volumetric super-resolution to utilize the recent advances in transformer-based models seen in 2D super-resolution. The memory required for sel…