VDN jointly estimates per-pixel noise and denoises images with a variational deep network, beating prior methods on non-i.i.d. synthetic noise and on the SIDD and DND real benchmarks.
Adaptive multi-column deep neural networks with application to robust image denoising
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Variational Denoising Network: Toward Blind Noise Modeling and Removal
VDN jointly estimates per-pixel noise and denoises images with a variational deep network, beating prior methods on non-i.i.d. synthetic noise and on the SIDD and DND real benchmarks.