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BasicAVSR: Arbitrary-Scale Video Super-Resolution via Image Priors and Enhanced Motion Compensation

arXiv — cs.CV•Friday, October 31, 2025 at 4:00:00 AM
PositiveArtificial Intelligence
The recent introduction of BasicAVSR marks a significant advancement in the field of arbitrary-scale video super-resolution. This innovative approach tackles the challenges of enhancing video frame resolution while maintaining spatial detail and temporal consistency. By integrating adaptive multi-scale frequency priors and enhanced motion compensation, BasicAVSR sets a strong baseline for future developments in video enhancement technology. This matters because improved video quality can have wide-ranging applications, from entertainment to surveillance, making content more engaging and informative.
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