works on
diffusion models 1roughness estimation 1satellite imagery 1sea ice 1super-resolution 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CV2026

RoughNet: Mapping Arctic Sea Ice Roughness Using Diffusion-Based Super-Resolution of Satellite Imagery

Tessa Cannon, Michel Tsamados, Petru Manescu +5

The paper introduces RoughNet, a conditional diffusion model that converts 10 m Sentinel‑2 optical images into 1 m resolution sea‑ice surface elevation maps, enabling high‑resoluti…