Video super-resolution techniques, including methods using video diffusion models, enhance image quality by aligning and fusing spatial data across frames to exceed traditional limits. For remote sensing applications, modern deep learning approaches like SemESRGAN are utilized to reconstruct high-resolution structural elements from satellite or aerial imagery. Read a technical overview of this topic in the article arXiv .
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