no code implementations • 18 Aug 2023 • Mikhail Papkov, Kaupo Palo, Leopold Parts
Recently, self-supervised blind-spot neural networks were successfully adopted for image deconvolution by including a known point-spread function in the end-to-end training.
no code implementations • 18 Aug 2023 • Iaroslav Plutenko, Mikhail Papkov, Kaupo Palo, Leopold Parts, Dmytro Fishman
Metainformation is a common companion to biomedical images.
no code implementations • 9 May 2023 • Mikhail Papkov, Pavel Chizhov
The essence of self-supervised image denoising is to restore the signal from the noisy image alone.
Ranked #1 on Grayscale Image Denoising on Hanzi
no code implementations • 10 Nov 2020 • Mikhail Papkov, Kenny Roberts, Lee Ann Madissoon, Omer Bayraktar, Dmytro Fishman, Kaupo Palo, Leopold Parts
As a part of this work, we release a microscopy dataset to establish a benchmark for the multiplane image denoising.