TIDA-SR: A time-conditioned deformable attention network for DEM super-resolution in cloud-covered mountainous regions

Key Points

• Improved super-resolution techniques enhance image clarity in cloud-covered mountainous regions.
• The method yields significant visual enhancement for cloud-affected DEMs, with notable clarity increase.
• Analysis using a time-conditioned deformable attention network assists in reducing cloud cover effects.
• Implications support better topographical mapping and analysis under variable conditions, highlighting future technological needs.