Preprint
Oct 2026
HarnessIR: Harnessing Multimodal Foundation Models for Universal Real-World Image Restoration
This work presents HarnessIR, an agentic framework for Real-IR by harnessing a multimodal foundation model (MFM) as the executor, which delivers compelling restoration quality on challenging real-world scenes where previous agentic IR systems often struggle.
Xiang-Tao Kong, Shuai Liu, Rong-Yuan Wu et al.
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