Jan-Nico Zaech

Enabling machine learning in X-ray-based procedures via realistic simulation of image formation

Mathias Unberath, Jan-Nico Zaech, Cong Gao et al. · International Journal of Computer Assisted Radiology and Surgery · 2019 · 58 citations · Full text

Image Reconstruction, Image Formation, Image Analysis +13

Learning to detect anatomical landmarks of the pelvis in X-rays from arbitrary views

Bastian Bier, Florian Goldmann, Jan-Nico Zaech et al. · International Journal of Computer Assisted Radiology and Surgery · 2019 · 42 citations · Full text

Image Reconstruction, Engineering, Image Analysis +16

Semantic Understanding of Foggy Scenes with Purely Synthetic Data

Martin Hahner, Dengxin Dai, Christos Sakaridis et al. · Repository for Publications and Research Data (ETH Zurich) · 2019 · 30 citations · Full text

Convolutional Neural Network, Scene Analysis, Machine Vision +13

Unsupervised Robust Domain Adaptation without Source Data

Peshal Agarwal, Danda Pani Paudel, Jan-Nico Zaech et al. · 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2022 · 27 citations · Full text

Image Analysis, Machine Learning, Data Science +14

Task-Specific Trajectory Optimisation for Twin-Robotic X-Ray Tomography

Gabriel Herl, Jochen Hiller, Mareike Thies et al. · IEEE Transactions on Computational Imaging · 2021 · 26 citations

Computed Tomography, Image Reconstruction, Engineering +22