Weak-signal extraction enabled by deep-neural-network denoising of diffraction data
Weak-signal extraction enabled by deep-neural-network denoising of diffraction data
Abstract Removal or cancellation of noise has wide-spread applications for imaging and acoustics. In every-day-life applications, denoising may even include generative aspects which are unfaithful to the ground truth. For scientific applications, however, denoising must reproduce the ground truth accurately. Here, we show how data can be denoised via a …