153 citations · 156 across the 2 of their papers we have counts for
2 papers
eess.IV2022★ 3 cited
Estimation of Optical Aberrations in 3D Microscopic Bioimages
Kira Vinogradova, Eugene W. Myers
The quality of microscopy images often suffers from optical aberrations. These aberrations and their associated point spread functions have to be quantitatively estimated to restor…
cs.CV2020★ 153 cited
Towards Interpretable Semantic Segmentation via Gradient-weighted Class Activation Mapping
Kira Vinogradova, Alexandr Dibrov, Gene Myers
Convolutional neural networks have become state-of-the-art in a wide range of image recognition tasks. The interpretation of their predictions, however, is an active area of resear…