Fig. 6: Raw STEM images alongside the results of a restoration process employing inaccurate and accurate models of the noise.
From: Deep convolutional neural networks to restore single-shot electron microscopy images

Images (a)–(e) are the original experimental STEM images. Images (f)–(j) are the restored versions of the images trained with distorted data based on inaccurate noise models. Images (k)–(o) are the restored versions of the images trained with distorted data based on accurate noise models. Images (a)–(c) were obtained from our experimental datasets, whereas (d) and (e) were obtained from refs. 94 and 56, respectively.