Oliver Aust

18 papers Journal 8Unranked 10
YearRankTypeTitle / Venue / Authors
2026 — conf
Abstract: BigReg - An Efficient Registration Pipeline for High-resolution X-ray and Light-sheet Fluorescence Microscopy.
Bildverarbeitung für die Medizin
Siyuan Mei, Fuxin Fan, Mareike Thies, Mingxuan Gu, Fabian Wagner, Oliver Aust, Ina Erceg, Zeynab Mirzaei, Georgiana Neag, Yipeng Sun, Yixing Huang, Andreas Maier
2025 J jnl
Cellular morphodynamics as quantifiers for functional states of resident tissue macrophages in vivo.
PLoS Comput. Biol.
Miriam Schnitzerlein, Eric Greto, Anja Wegner, Anna Möller, Oliver Aust, Oumaima B. Brahim, David B. Blumenthal, Vasily Zaburdaev, Stefan Uderhardt
2024 — conf
Abstract: Self-supervised CT Dual Domain Denoising using Low-parameter Models.
Bildverarbeitung für die Medizin
Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas K. Maier
2024 — conf
Exploring Epipolar Consistency Conditions.
Bildverarbeitung für die Medizin
Mareike Thies, Fabian Wagner, Mingxuan Gu, Siyuan Mei, Yixing Huang, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier
2024 J jnl
Reference-Free Multi-Modality Volume Registration of X-Ray Microscopy and Light-Sheet Fluorescence Microscopy.
CoRR
Siyuan Mei, Fuxin Fan, Mareike Thies, Mingxuan Gu, Fabian Wagner, Oliver Aust, Ina Erceg, Zeynab Mirzaei, Georgiana Neag, Yipeng Sun, Yixing Huang, Andreas Maier
2023 — conf
Cavity Segmentation in X-ray Microscopy Scans of Mouse Tibiae.
Bildverarbeitung für die Medizin
Mingxuan Gu, Mareike Thies, Fabian Wagner, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Zhaoya Pan, Jonas Utz, Georg Schett, Silke H. Christiansen, Stefan Uderhardt, Andreas K. Maier
2023 J jnl
Geometric Constraints Enable Self-Supervised Sinogram Inpainting in Sparse-View Tomography.
CoRR
Fabian Wagner, Mareike Thies, Noah Maul, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Christopher Syben, Andreas K. Maier
2023 J jnl
Motion Compensation via Epipolar Consistency for In-Vivo X-Ray Microscopy.
CoRR
Mareike Thies, Fabian Wagner, Mingxuan Gu, Yixing Huang, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier
2023 — conf
Noise2Contrast: Multi-contrast Fusion Enables Self-supervised Tomographic Image Denoising.
IPMI
Fabian Wagner, Mareike Thies, Laura Pfaff, Noah Maul, Sabrina Pechmann, Mingxuan Gu, Jonas Utz, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Jang Hwan Choi, Andreas Maier
2023 — conf
On the Benefit of Dual-Domain Denoising in a Self-Supervised Low-Dose CT Setting.
ISBI
Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas Maier
2023 — conf
Unsupervised Super Resolution in X-ray Microscopy using a Cycle-consistent Generative Model.
Bildverarbeitung für die Medizin
Adarsh Raghunath, Fabian Wagner, Mareike Thies, Mingxuan Gu, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Georg Schett, Silke H. Christiansen, Stefan Uderhardt, Andreas K. Maier
2022 — conf
Monte Carlo Dose Simulation for In-Vivo X-Ray Nanoscopy.
Bildverarbeitung für die Medizin
Fabian Wagner, Mareike Thies, Marek Karolczak, Sabrina Pechmann, Yixing Huang, Mingxuan Gu, Lasse Kling, Daniela Weidner, Oliver Aust, Georg Schett, Silke H. Christiansen, Andreas K. Maier
2022 J jnl
Noise2Contrast: Multi-Contrast Fusion Enables Self-Supervised Tomographic Image Denoising.
CoRR
Fabian Wagner, Mareike Thies, Laura Pfaff, Noah Maul, Sabrina Pechmann, Mingxuan Gu, Jonas Utz, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Jang Hwan Choi, Andreas K. Maier
2022 J jnl
On the Benefit of Dual-domain Denoising in a Self-supervised Low-dose CT Setting.
CoRR
Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas K. Maier
2022 J jnl
SYNTA: A novel approach for deep learning-based image analysis in muscle histopathology using photo-realistic synthetic data.
CoRR
Leonid Mill, Oliver Aust, Jochen A. Ackermann, Philipp Burger, Monica Pascual, Katrin Palumbo-Zerr, Gerhard Krönke, Stefan Uderhardt, Georg Schett, Christoph S. Clemen, Rolf Schröder, Christian Holtzhausen, Samir Jabari, Andreas K. Maier, Anika Grüneboom
2022 — conf
Tibia Cortical Bone Segmentation in Micro-CT and X-ray Microscopy Data Using a Single Neural Network.
Bildverarbeitung für die Medizin
Oliver Aust, Mareike Thies, DanielaWeidner, Fabian Wagner, Sabrina Pechmann, Leonid Mill, Darja Andreev, Ippei Miyagawa, Gerhard Krönke, Silke H. Christiansen, Stefan Uderhardt, Andreas K. Maier, Anika Grüneboom
2022 J jnl
Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography.
CoRR
Fabian Wagner, Mareike Thies, Mingxuan Gu, Yixing Huang, Sabrina Pechmann, Mayank Patwari, Stefan B. Ploner, Oliver Aust, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier
2021 — conf
Semi-permeable Filters for Interior Region of Interest Dose Reduction in X-ray Microscopy.
Bildverarbeitung für die Medizin
Yixing Huang, Leonid Mill, Robert Stoll, Lasse Kling, Oliver Aust, Fabian Wagner, Anika Grüneboom, Georg Schett, Silke H. Christiansen, Andreas Maier