Estimation of Optical Aberrations in 3D Microscopic Bioimages

1 code implementation • 16 Sep 2022 • Kira Vinogradova, Eugene W. Myers

To this end, our method incorporates object-specific information into the simulated images used for training the network.

Towards Interpretable Semantic Segmentation via Gradient-weighted Class Activation Mapping

2 code implementations • 26 Feb 2020 • Kira Vinogradova, Alexandr Dibrov, Gene Myers

Convolutional neural networks have become state-of-the-art in a wide range of image recognition tasks.

Image Classification Image Segmentation +2