HSRMamba: Contextual Spatial-Spectral State Space Model for Single Hyperspectral Super-Resolution

S Chen, L Zhang, L Zhang - arxiv preprint arxiv:2501.18500, 2025 - arxiv.org
Mamba has demonstrated exceptional performance in visual tasks due to its powerful global
modeling capabilities and linear computational complexity, offering considerable potential in …

FATO: Frequency Attention Transformer for Omnidirectional Image Super-Resolution

H An, X Zhang, S Zhao, L Zhang - Proceedings of the 6th ACM …, 2024 - dl.acm.org
Benefiting from the 360° field of view (FoV) of the omnidirectional images (ODIs), users
could enjoy an immersive experience with head-mounted devices or computers. High …

FedSR: Frequency-Aware Enhancement for Diffusion-based Image Super-Resolution

Y Li, H Zhao, J Zhou, G Xu, T Hu, G Chen, H Wang - openreview.net
Image super-resolution (ISR) is a classic and challenging problem in low-level vision
because the data collection process often introduces complex and unknown degradation …