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sRGB Real Noise Modeling via Noise-Aware Sampling with Normalizing Flows

Kim, Dongjin et al.
arXiv (OAI Expanded) · Papers
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computer-vision-and-pattern-recognition
Noise poses a widespread challenge in signal processing, particularly when it comes to denoising images. Although convolutional neural networks (CNNs) have exhibited remarkable success in this field, they are predicated upon the belief that noise follows established distributions, which restricts th
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