Inverse Problems and Applications (IPA)

EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction (2025) Sun Y, Huang Y, Schneider LS, Thies M, Gu M, Mei S, Bayer S, Maier A Unpublished / Preprint Data-Driven Filter Design in FBP: Transforming CT Reconstruction with Trainable Fourier Series (2024) Sun Y, Schneider LS, Fan F, Thies M, Gu M, Mei S, Zhou Y, et al. Conference contribution, Conference Contribution Data-driven modeling in metrology - A short introduction, current developments and future perspectives (2024) Schneider LS, Krauß P, Schiering N, Syben C, Schielein R, Maier A Journal article SmartCT - Development of AI based methods for automation of RoboCT scan procedures (2024) Sukowski F, Rauch D, Schielein R, Schön T, Waldyra A, Fries M, Maier A, et al. Journal article Exploring the Limitations of Hybrid Adiabatic Quantum Computing for Emission Tomography Reconstruction (2023) Nau M, Vija AH, Gohn W, Reymann M, Maier A Journal article, Report Gradient-based geometry learning for fan-beam CT reconstruction (2023) Thies M, Wagner F, Maul N, Folle L, Meier M, Rohleder M, Schneider LS, et al. Journal article, Original article Metal Inpainting in CBCT Projections Using Score-based Generative Model (2023) Mei S, Fan F, Maier A Conference contribution Metal-conscious Embedding for CBCT Projection Inpainting (2023) Fan F, Wang Y, Ritschl L, Biniazan R, Beister M, Kreher BW, Huang Y, et al. Conference contribution Geometric Constraints Enable Self-Supervised Sinogram Inpainting in Sparse-View Tomography (2023) Wagner F, Thies M, Maul N, Pfaff L, Aust O, Pechmann S, Syben C, Maier A Conference contribution, Conference Contribution Unsupervised Super Resolution in X-ray Microscopy using a Cycle-consistent Generative Model (2023) Raghunath A, Wagner F, Thies M, Gu M, Pechmann S, Aust O, Weidner D, et al. Conference contribution