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Adaptive Frequency-Aware Diffusion Model for Image Denoising
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DOI：10.1016/j.patrec.2026.04.033.png)
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Abstract
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• Introduce frequency-aware diffusion framework for real-world image denoising. • Adaptive frequency-domain filter improves denoising and detail restoration. • An Attention mechanism enhancing content consistency in complex denoising scenarios.
Keywords:
Frequency-aware diffusion
Adaptive filtering
Image denoising
Attention mechanism
Detail restoration
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