Author

Xuwei Qian

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Jul 2026

QuReC: All-in-One Image Restoration with Query-Specific Guidance and Local-Global Response Calibration

QuReC, a unified framework for all-in-one image restoration, consists of a Degradation-Guided Query Reconstruction Module (DQRM) and a Local-Global Response Calibration Module (LGRCM), which provides fine-grained spatially adaptive restoration guidance.

Shen Zhou, Jing-Hui Zhang, Wen-Bo Huang et al. · arXiv.org · 0 citations