no code implementations • Cosmin I. Bercea, Olivier Pauly, Andreas K. Maier, Florin C. Ghesu
Current state-of-the-art methods for semantic segmentation use deep neural networks to learn the segmentation mask from the input image signal as an image-to-image mapping.
1 code implementation • 26 Feb 2019 • Stefan Hinterstoisser, Olivier Pauly, Hauke Heibel, Martina Marek, Martin Bokeloh
Deep learning methods typically require vast amounts of training data to reach their full potential.
1 code implementation • 23 Nov 2017 • Si-Qi Liu, Daguang Xu, S. Kevin Zhou, Thomas Mertelmeier, Julia Wicklein, Anna Jerebko, Sasa Grbic, Olivier Pauly, Weidong Cai, Dorin Comaniciu
The focal loss is further utilized for more effective end-to-end learning.