1 code implementation • 25 May 2019 • Constantin Pape, Alex Matskevych, Adrian Wolny, Julian Hennies, Giula Mizzon, Marion Louveaux, Jacob Musser, Alexis Maizel, Detlev Arendt, Anna Kreshuk
The throughput of electron microscopes has increased significantly in recent years, enabling detailed analysis of cell morphology and ultrastructure.
1 code implementation • 23 Oct 2018 • Joris Roels, Julian Hennies, Yvan Saeys, Wilfried Philips, Anna Kreshuk
In this work, we extend recently proposed classification DA techniques to an encoder-decoder layout and propose a novel method that adds a reconstruction decoder to the classical encoder-decoder segmentation in order to align source and target encoder features.