IEEE transactions on image processing : a publication of the IEEE Signal Processing SocietyHumansImage ProcessingComputer-AssistedAlgorithmsMagnetic Resonance Imaging
Degradation-Aware Prompted Transformer for Unified Medical Image Restoration.
Jinbao Wei, Gang Yang, Zhijie Wang, Shimin Tao, Aiping Liu, Xun Chen
Published: 202510.1109/TIP.2025.3644795
Abstract
Medical image restoration (MedIR) aims to recover high-quality images from degraded inputs, yet faces unique challenges from physics-driven degradations and multi-modal task interference. While existing all-in-one methods handle natural image degrada…
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