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TIDA-SR: A time-conditioned deformable attention network for DEM super-resolution in cloud-covered mountainous regions | Synapse
March 3, 2026
TIDA-SR: A time-conditioned deformable attention network for DEM super-resolution in cloud-covered mountainous regions
KC
Kai Chen
FL
Fayuan Li
SL
Sijin Li
Nanjing Normal University
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Puntos clave
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.
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Chen et al. (Thu,) studied this question.
synapsesocial.com/papers/69a75d85c6e9836116a27a7f
https://doi.org/https://doi.org/10.1016/j.rse.2026.115254