Zero-shot denoising of microscopy images recorded at high-resolution limits.

ABSTRACT: Conventional and electron microscopy visualize structures in the micrometer to nanometer range, and such visualizations contribute decisively to our understanding of biological processes. Due to different factors in recording processes, microscopy images are subject to noise. Especially at their respective resolution limits, a high degree of noise can negatively effect both image interpretation by experts and further automated processing. However, the deteriorating effects of strong noise can be alleviated to a large extend by image enhancement algorithms. Because of the inherent high noise, a requirement for such algorithms is their applicability directly to noisy images or, in the extreme case, to just a single noisy image without a priori noise level information (referred to as blind ze

SUBMITTER: Salwig S 

PROVIDER: S-EPMC11230634 | biostudies-literature | 2024 Jun

REPOSITORIES: biostudies-literature