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Qiuyan Wang

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Aug 2026

A confidence-guided hybrid network for image restoration

The confidence-guided hybrid network (CGHNet) is proposed, a parallel three-branch framework that jointly performs frequency-decoupled local restoration, global context modeling, and pixel-wise degradation prior estimation and its key component is a confidence-guided feature purification mechanism.

Xiaohui Kou, Yang Yan, Qiuyan Wang et al. · 0 citations

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