Image super-resolution (SR) remains a critical capability across computer vision applications—from upscaling smartphone photos to enhancing AI-generated content (AIGC). However,…
Image Super-resolution
DiffBIR: Unified Blind Image Restoration with Realistic Detail Recovery Across Super-Resolution, Face Enhancement, and Denoising 3971
Blind image restoration—recovering high-quality images from degraded inputs without knowing the exact type or severity of degradation—is a longstanding challenge…
SwinIR: State-of-the-Art Image Restoration with Fewer Parameters and Higher Quality 5230
Image quality degradation—whether from compression, noise, or low resolution—is a persistent challenge across industries ranging from medical imaging to consumer…