AI RESEARCH
BurstGP: Enhancing Raw Burst Image Super Resolution with Generative Priors
arXiv CS.CV
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ArXi:2604.23508v1 Announce Type: new Burst image super resolution (BISR) aims to construct a single high-resolution (HR) image by aggregating information from multiple low-resolution (LR) frames, relying on temporal redundancy and spatial coherence across the burst. While conventional methods achieve impressive results, they often struggle with complex textures and oversmoothing. Diffusion models, particularly those pretrained on high-quality data, have shown remarkable capability in generating realistic details for image and video super-resolution.