Fetching the paper…
Reading the bibliography…
Multiple approaches to use deep learning for image restoration have recently been proposed.
“A threshold selection method from gray-level histograms,”
Nobuyuki Otsu, · 1979
Earlier work this paper cites.
“Beam damage to organic material is considerably reduced in cryo-electron microscopy,”
E Knapek and J Dubochet, · 1980
Earlier work this paper cites.
“Computer visualization of three-dimensional image data using imod,”
James R Kremer, David N Mastronarde, and J Richard McIntosh, · 1996
Earlier work this paper cites.
“Noise reduction in electron tomographic reconstructions using nonlinear anisotropic diffusion,”
Achilleas S Frangakis and Reiner Hegerl, · 2001
Earlier work this paper cites.
“The molecular architecture of axonemes revealed by cryoelectron tomography.,”
Daniela Nicastro, Cindi Schwartz, Jason Pierson, Richard Gaudette, Mary E. Porter, and J Richard McIntosh, · 2006
Cited alongside, same era.
“Clustering and variance maps for cryo-electron tomography using wedge-masked differences.,”
John M. Heumann, Andreas Hoenger, and David N. Mastronarde, · 2011
Cited alongside, same era.
“Electron counting and beam-induced motion correction enable near-atomic-resolution single-particle cryo-em,”
Xueming Li, Paul Mooney, Shawn Zheng, Christopher R Booth, Michael B Braunfeld, Sander Gubbens, David A Agard, and Yifan Cheng, · 2013
Cited alongside, same era.
“U-net: Convolutional networks for biomedical image segmentation,”
Olaf Ronneberger, Philipp Fischer, and Thomas Brox, · 2015
Cited alongside, same era.
“Anisotropic correction of beam-induced motion for improved single-particle electron cryo-microscopy,”
Shawn Zheng, Eugene Palovcak, Jean-Paul Armache, Yifan Cheng, and David Agard, · 2016
Later among the works it cites.
“Empiar: a public archive for raw electron microscopy image data,”
Andrii Iudin, Paul K Korir, José Salavert-Torres, Gerard J Kleywegt, and Ardan Patwardhan, · 2016
Later among the works it cites.
“Content-aware image restoration: pushing the limits of fluorescence microscopy,”
Martin Weigert, Uwe Schmidt, Tobias Boothe, M Andreas, Alexander Dibrov, Akanksha Jain, Benjamin Wilhelm, Deborah Schmidt, Coleman Broaddus, Siân Culley, et al., · 2017
Later among the works it cites.
“Noise2noise: Learning image restoration without clean data,”
Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren, Samuli Laine, Tero Karras, Miika Aittala, and Timo Aila, · 2018
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…