151 citations · 488 across the 19 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.CV2022★ 5 cited
N2V2 -- Fixing Noise2Void Checkerboard Artifacts with Modified Sampling Strategies and a Tweaked Network Architecture
Eva Höck, Tim-Oliver Buchholz, Anselm Brachmann +2
In recent years, neural network based image denoising approaches have revolutionized the analysis of biomedical microscopy data. Self-supervised methods, such as Noise2Void (N2V),…
cs.CV2022★ 1 cited
μSplit: efficient image decomposition for microscopy data
Ashesh, Alexander Krull, Moises Di Sante +2
We present μSplit, a dedicated approach for trained image decomposition in the context of fluorescence microscopy images. We find that best results using regular deep architectures…