Linda-Sophie Schneider

24 papers Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2026 — conf
Abstract: DRACO - Differentiable Reconstruction for Arbitrary CBCT Orbits.
Bildverarbeitung für die Medizin
Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Mareike Thies, Siyuan Mei, Andreas Maier
2026 — conf
Differentiable Approximate Truncation Robust CBCT Reconstruction via Known Operator Learning.
Bildverarbeitung für die Medizin
Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Siyuan Mei, Siming Bayer, Paula Andrea Pérez-Toro, Andreas Maier
2026 — conf
Interpretable Framework for Zero-shot 4D Low-dose CT Denoising - Filter2Noise-4D.
Bildverarbeitung für die Medizin
Yipeng Sun, Linda-Sophie Schneider, Siyuan Mei, Chengze Ye, Mingxuan Gu, Fabian Wagner, Siming Bayer, Andreas Maier
2025 J jnl
A Gradient-Based Approach to Fast and Accurate Head Motion Compensation in Cone-Beam CT.
IEEE Trans. Medical Imaging
Mareike Thies, Fabian Wagner, Noah Maul, Haijun Yu, Manuela Goldmann, Linda-Sophie Schneider, Mingxuan Gu, Siyuan Mei, Lukas Folle, Alexander Preuhs, Michael Manhart, Andreas K. Maier
2025 J jnl
An update to PYRO-NN: A Python Library for Differentiable CT Operators.
CoRR
Linda-Sophie Schneider, Yipeng Sun, Chengze Ye, Markus Michen, Andreas K. Maier
2025 J jnl
Compressibility Analysis for the differentiable shift-variant Filtered Backprojection Model.
CoRR
Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Mareike Thies, Andreas K. Maier
2025 J jnl
Filter2Noise: Interpretable Self-Supervised Single-Image Denoising for Low-Dose CT with Attention-Guided Bilateral Filtering.
CoRR
Yipeng Sun, Linda-Sophie Schneider, Mingxuan Gu, Siyuan Mei, Chengze Ye, Fabian Wagner, Siming Bayer, Andreas K. Maier
2025 — conf
LSTT: Latent Spatio-Temporal Transformer for Non-rigid Motion Compensation in CBCT.
GRAIL/RIME@MICCAI
Yipeng Sun, Linda-Sophie Schneider, Annette Schwarz, Mingxuan Gu, Siyuan Mei, Chengze Ye, Siming Bayer, Andreas K. Maier
2025 — conf
Learned Shift-variant CBCT Reconstruction Weights for Non-continuous Trajectories.
Bildverarbeitung für die Medizin
Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Mareike Thies, Andreas K. Maier
2025 J jnl
Learning Wavelet-Sparse FDK for 3D Cone-Beam CT Reconstruction.
CoRR
Yipeng Sun, Linda-Sophie Schneider, Chengze Ye, Mingxuan Gu, Siyuan Mei, Siming Bayer, Andreas K. Maier
2024 J jnl
A 2D Sinogram-Based Approach to Defect Localization in Computed Tomography.
CoRR
Yuzhong Zhou, Linda-Sophie Schneider, Fuxin Fan, Andreas K. Maier
2024 J jnl
A gradient-based approach to fast and accurate head motion compensation in cone-beam CT.
CoRR
Mareike Thies, Fabian Wagner, Noah Maul, Haijun Yu, Manuela Meier, Linda-Sophie Schneider, Mingxuan Gu, Siyuan Mei, Lukas Folle, Andreas K. Maier
2024 — conf
Abstract: Gradient-based Geometry Learning for Fan-beam CT Reconstruction.
Bildverarbeitung für die Medizin
Mareike Thies, Fabian Wagner, Noah Maul, Lukas Folle, Manuela Meier, Maximilian Rohleder, Linda-Sophie Schneider, Laura Pfaff, Mingxuan Gu, Jonas Utz, Felix Denzinger, Michael Manhart, Andreas K. Maier
2024 J jnl
Application of Gated Recurrent Units for CT Trajectory Optimization.
CoRR
Yuedong Yuan, Linda-Sophie Schneider, Andreas K. Maier
2024 J jnl
DRACO: Differentiable Reconstruction for Arbitrary CBCT Orbits.
CoRR
Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Mareike Thies, Siyuan Mei, Andreas Maier
2024 J jnl
Data-Driven Filter Design in FBP: Transforming CT Reconstruction with Trainable Fourier Series.
CoRR
Yipeng Sun, Linda-Sophie Schneider, Fuxin Fan, Mareike Thies, Mingxuan Gu, Siyuan Mei, Yuzhong Zhou, Siming Bayer, Andreas K. Maier
2024 J jnl
Data-driven Modeling in Metrology - A Short Introduction, Current Developments and Future Perspectives.
CoRR
Linda-Sophie Schneider, Patrick Krauss, Nadine Schiering, Christopher Syben, Richard Schielein, Andreas Maier
2024 J jnl
Deep Learning Computed Tomography based on the Defrise and Clack Algorithm.
CoRR
Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Andreas K. Maier
2024 J jnl
EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction.
CoRR
Yipeng Sun, Yixing Huang, Linda-Sophie Schneider, Mareike Thies, Mingxuan Gu, Siyuan Mei, Siming Bayer, Andreas K. Maier
2024 J jnl
Integer Optimization of CT Trajectories using a Discrete Data Completeness Formulation.
CoRR
Linda-Sophie Schneider, Gabriel Herl, Andreas K. Maier
2024 J jnl
Modelling of measuring systems - From white box models to cognitive approaches.
CoRR
Nadine Schiering, Sascha Eichstädt, Michael Heizmann, Wolfgang Koch, Linda-Sophie Schneider, Stephan Scheele, Klaus-Dieter Sommer
2023 J jnl
Optimizing CT Scan Geometries With and Without Gradients.
CoRR
Mareike Thies, Fabian Wagner, Noah Maul, Laura Pfaff, Linda-Sophie Schneider, Christopher Syben, Andreas K. Maier
2023 J jnl
Task-based Generation of Optimized Projection Sets using Differentiable Ranking.
CoRR
Linda-Sophie Schneider, Mareike Thies, Christopher Syben, Richard Schielein, Mathias Unberath, Andreas K. Maier
2022 J jnl
Gradient-Based Geometry Learning for Fan-Beam CT Reconstruction.
CoRR
Mareike Thies, Fabian Wagner, Noah Maul, Lukas Folle, Manuela Meier, Maximilian Rohleder, Linda-Sophie Schneider, Laura Pfaff, Mingxuan Gu, Jonas Utz, Felix Denzinger, Michael Manhart, Andreas K. Maier