Roman Schaffert

According to our database, Roman Schaffert authored at least 17 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Ultra-low Dose CT Image Denoising based on Conditional Denoising Diffusion Probabilistic model.

Qiwei Li, Chen Li, Chenggong Yan, Xiaomei Li, Haixia Li, Tianjing Zhang, Hui Song, Roman Schaffert, Weimin Yu, Yu Fan, Jianwei Ye, Hao Chen

Proceedings of the International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2022

Form Follows Function - Smart Network Design Enables Zero-shot Network Reuse.

Weilin Fu, Lennart Husvogt, Katharina Breininger, Roman Schaffert, Omar Abu-Qamar, James G. Fujimoto, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

2021

"Keep it simple, scholar": an experimental analysis of few-parameter segmentation networks for retinal vessels in fundus imaging.

Weilin Fu, Katharina Breininger, Roman Schaffert, Zhaoya Pan, Andreas K. Maier

Int. J. Comput. Assist. Radiol. Surg., 2021

2020

Robust Multi-View 2-D/3-D Registration Using Point-To-Plane Correspondence Model.

Roman Schaffert, Jian Wang, Peter Fischer, Andreas Maier, Anja Borsdorf

IEEE Trans. Medical Imaging, 2020

Learning an Attention Model for Robust 2-D/3-D Registration Using Point-To-Plane Correspondences.

Roman Schaffert, Jian Wang, Peter Fischer, Anja Borsdorf, Andreas K. Maier

IEEE Trans. Medical Imaging, 2020

Learning-Based Correspondence Estimation for 2-D/3-D Registration.

Roman Schaffert, Markus Weiß, Jian Wang, Anja Borsdorf, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

Learning-Based Misalignment Detection for 2-D/3-D Overlays.

Roman Schaffert, Jian Wang, Peter Fischer, Anja Borsdorf, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

Abstract: Divide-And-Conquer Approach Towards Understanding Deep Networks.

Weilin Fu, Katharina Breininger, Roman Schaffert, Nishant Ravikumar, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

2019

A Divide-and-Conquer Approach Towards Understanding Deep Networks.

Weilin Fu, Katharina Breininger, Roman Schaffert, Nishant Ravikumar, Andreas K. Maier

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

Metric-Driven Learning of Correspondence Weighting for 2-D/3-D Image Registration.

Roman Schaffert, Jian Wang, Peter Fischer, Anja Borsdorf, Andreas Maier

Proceedings of the Pattern Recognition - 40th German Conference, 2018

Frangi-Net.

Weilin Fu, Katharina Breininger, Roman Schaffert, Nishant Ravikumar, Tobias Würfl, Jim Fujimoto, Eric Moult, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

Preliminary Study Investigating Brain Shift Compensation using 3D CBCT Cerebral Vascular Images.

Siming Bayer, Roman Schaffert, Nishant Ravikumar, Andreas K. Maier, Xiaodong Tong, Hu Wang, Martin Ostermeier, Rebecca Fahrig

Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

2017

Dynamic 2-D/3-D Rigid Registration Framework Using Point-To-Plane Correspondence Model.

Jian Wang, Roman Schaffert, Anja Borsdorf, Benno Heigl, Xiaolin Huang, Joachim Hornegger, Andreas K. Maier

IEEE Trans. Medical Imaging, 2017

Frangi-Net: A Neural Network Approach to Vessel Segmentation.

Weilin Fu, Katharina Breininger, Tobias Würfl, Nishant Ravikumar, Roman Schaffert, Andreas K. Maier

CoRR, 2017

Real-Time-Capable GPU-Framework for Depth-Aware Rigid 2D/3D Registration.

Matthias Utzschneider, Jian Wang, Roman Schaffert, Anja Borsdorf, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2016

Comparison of Rigid Gradient-Based 2D/3D Registration Using Projection and Back-Projection Strategies.

Roman Schaffert, Jian Wang, Anja Borsdorf, Joachim Hornegger, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2016 - Algorithmen - Systeme, 2016

2015

Epipolar Consistency in Fluoroscopy for Image-Based Tracking.

André Aichert, Jian Wang, Roman Schaffert, Arnd Dörfler, Joachim Hornegger, Andreas K. Maier

Proceedings of the British Machine Vision Conference 2015, 2015