Khurram Ali

MDIRNET: Multi-Degradation Image Restoration Network via Deep Unfolding

Real images often exhibit unknown and mixed degradations, making restoration substantially more challenging than single-task image restoration because multiple distortion types interact within the same observation. Consequently, existing methods often rely on prior knowledge of the degradation type or separate task-spe...