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cs.CV2026
Look Before You Restore: Learning to Predict Before Acting for Agentic Image Restoration
Xu Zhang, Jun Wan, Lefei Zhang +1
Agents for mixed-degradation image restoration typically learn what a tool does to an image only after running it: failed calls waste computation and harmful outputs go unnoticed u…
cs.CV2026
Universal Pansharpening Model
Hebaixu Wang, Jing Zhang, Haonan Guo +4
Pansharpening generates the high-resolution multi-spectral (MS) image by integrating spatial details from a texture-rich panchromatic (PAN) image and spectral attributes from a low…