1 code implementation • PLOS ONE 2022 • Mark Schutera, Luca Rettenberger, Christian Pylatiuk, Markus Reischl
This paper discusses the effects of frugal labeling and proposes to train neural networks for multi-class semantic segmentation on heterogeneously labeled data based on a novel objective function.
Ranked #1 on 2D Semantic Segmentation on Extended heartSeg
no code implementations • 27 Nov 2021 • Marcel P. Schilling, Luca Rettenberger, Friedrich Münke, Haijun Cui, Anna A. Popova, Pavel A. Levkin, Ralf Mikut, Markus Reischl
Recent research in the field of computer vision strongly focuses on deep learning architectures to tackle image processing problems.