Noise2Noisemodel

由 J Lehtinen 著作 · 2018 · 被引用 1703 次 — In practice, we show that a single model learns photographic noise removal, denoising synthetic Monte Carlo images, and reconstruction of ...

An unofficial and partial Keras implementation of Noise2Noise: Learning Image Restoration without Clean Data - yu4u/noise2noise.

In practice, we show that a single model learns photographic noise removal, denoising synthetic Monte Carlo images, and reconstruction of undersampled MRI scans ...

2020年2月18日 — 這種方法取得了不錯的成果，但是有一個最大的問題，這樣的方式需要乾淨無噪點的圖片來訓練，也就是說大量的噪點圖片和相對應的乾淨圖片。

由 Y Mansour 著作 · 2023 · 被引用 21 次 — In summary, our proposed method is dataset and noise model-free, and achieves a better trade-off be- tween generalization, denoising quality, and computa-.

由 F Kirik 著作 · 2024 — The Noise2Noise algorithm is a deep learning-based model that allows noise reduction in images without requiring clean data. •. Although it has been reported ...