Alexander Effland

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 36

Top Topics

Electron Microscopy

Image Reconstruction

Top Venues

SIAM J. Imaging Sci.

J. Math. Imaging Vis.

Publications

Thomas Grandits, Jan Verhülsdonk, Gundolf Haase, Alexander Effland, Simone Pezzuto
Digital Twinning of Cardiac Electrophysiology Models From the Surface ECG: A Geodesic Backpropagation Approach. IEEE Trans. Biomed. Eng. 71 (4) (2024)
Thomas Pinetz, Erich Kobler, Robert Haase, Julian A. Luetkens, Mathias Meetschen, Johannes Haubold, Cornelius Deuschl, Alexander Radbruch, Katerina Deike, Alexander Effland
Gadolinium dose reduction for brain MRI using conditional deep learning. CoRR (2024)
Antonio Ortiz-Gonzalez, Erich Kobler, Stefan Simon, Leon Bischoff, Sebastian Nowak, Alexander Isaak, Wolfgang Block, Alois M. Sprinkart, Ulrike I. Attenberger, Julian A. Luetkens, Eduardo Bayro-Corrochano, Alexander Effland
Optical Flow-Guided Cine MRI Segmentation With Learned Corrections. IEEE Trans. Medical Imaging 43 (3) (2024)
Lea Bogensperger, Antonin Chambolle, Alexander Effland, Thomas Pock
Learned Discretization Schemes for the Second-Order Total Generalized Variation. CoRR (2023)
Thomas Pinetz, Erich Kobler, Robert Haase, Katerina Deike-Hofmann, Alexander Radbruch, Alexander Effland
Faithful Synthesis of Low-Dose Contrast-Enhanced Brain MRI Scans Using Noise-Preserving Conditional GANs. MICCAI (2) (2023)
Thomas Grandits, Jan Verhülsdonk, Gundolf Haase, Alexander Effland, Simone Pezzuto
Digital twinning of cardiac electrophysiology models from the surface ECG: a geodesic backpropagation approach. CoRR (2023)
Lea Bogensperger, Antonin Chambolle, Alexander Effland, Thomas Pock
Learned Discretization Schemes for the Second-Order Total Generalized Variation. SSVM (2023)
Thomas Pinetz, Erich Kobler, Robert Haase, Katerina Deike-Hofmann, Alexander Radbruch, Alexander Effland
Faithful Synthesis of Low-dose Contrast-enhanced Brain MRI Scans using Noise-preserving Conditional GANs. CoRR (2023)
Ahmed Gdoura, Markus Degünther, Birgit Lorenz, Alexander Effland
Combining CNNs and Markov-like Models for Facial Landmark Detection with Spatial Consistency Estimates. J. Imaging 9 (5) (2023)
Lydia Lindner, Alexander Effland, Filip Ilic, Thomas Pock, Erich Kobler
Lightweight Video Denoising using Aggregated Shifted Window Attention. WACV (2023)
Jan Verhülsdonk, Thomas Grandits, Francisco Sahli Costabal, Rolf Krause, Angelo Auricchio, Gundolf Haase, Simone Pezzuto, Alexander Effland
Shape of my heart: Cardiac models through learned signed distance functions. CoRR (2023)
Erich Kobler, Alexander Effland, Karl Kunisch, Thomas Pock
Total Deep Variation: A Stable Regularization Method for Inverse Problems. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Dominik Narnhofer, Alexander Effland, Erich Kobler, Kerstin Hammernik, Florian Knoll, Thomas Pock
Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction. IEEE Trans. Medical Imaging 41 (2) (2022)
Thomas Pinetz, Erich Kobler, Thomas Pock, Alexander Effland
Blind Single Image Super-Resolution via Iterated Shared Prior Learning. GCPR (2022)
Markus Hofinger, Erich Kobler, Alexander Effland, Thomas Pock
Learned Variational Video Color Propagation. ECCV (23) (2022)
Thomas Grandits, Alexander Effland, Thomas Pock, Rolf Krause, Gernot Plank, Simone Pezzuto
GEASI: Geodesic-based Earliest Activation Sites Identification in cardiac models. CoRR (2021)
Dominik Narnhofer, Alexander Effland, Erich Kobler, Kerstin Hammernik, Florian Knoll, Thomas Pock
Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction. CoRR (2021)
Thomas Pinetz, Erich Kobler, Christian Doberstein, Benjamin Berkels, Alexander Effland
Total Deep Variation for Noisy Exit Wave Reconstruction in Transmission Electron Microscopy. SSVM (2021)
Thomas Pinetz, Erich Kobler, Thomas Pock, Alexander Effland
Shared Prior Learning of Energy-Based Models for Image Reconstruction. SIAM J. Imaging Sci. 14 (4) (2021)
Alexander Effland, Erich Kobler, Thomas Pock, Marko Rajkovic, Martin Rumpf
Image Morphing in Deep Feature Spaces: Theory and Applications. J. Math. Imaging Vis. 63 (2) (2021)
Erich Kobler, Alexander Effland, Karl Kunisch, Thomas Pock
Total Deep Variation for Linear Inverse Problems. CVPR (2020)
Alexander Effland, Sebastian Neumayer, Martin Rumpf
Convergence of the Time Discrete Metamorphosis Model on Hadamard Manifolds. SIAM J. Imaging Sci. 13 (2) (2020)
Erich Kobler, Alexander Effland, Karl Kunisch, Thomas Pock
Total Deep Variation for Linear Inverse Problems. CoRR (2020)
Erich Kobler, Alexander Effland, Karl Kunisch, Thomas Pock
Total Deep Variation: A Stable Regularizer for Inverse Problems. CoRR (2020)
Alexander Effland, Erich Kobler, Karl Kunisch, Thomas Pock
Variational Networks: An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration. J. Math. Imaging Vis. 62 (3) (2020)
Thomas Pinetz, Erich Kobler, Thomas Pock, Alexander Effland
Shared Prior Learning of Energy-Based Models for Image Reconstruction. CoRR (2020)
Alexander Effland, Erich Kobler, Thomas Pock, Marko Rajkovic, Martin Rumpf
Image Morphing in Deep Feature Spaces: Theory and Applications. CoRR (2019)
Alexander Effland, Behrend Heeren, Martin Rumpf, Benedikt Wirth
Consistent Curvature Approximation on Riemannian Shape Spaces. CoRR (2019)
Alexander Effland, Erich Kobler, Karl Kunisch, Thomas Pock
An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration. CoRR (2019)
Alexander Effland, Erich Kobler, Anne Brandenburg, Teresa Klatzer, Leonie Neuhäuser, Michael Hölzel, Jennifer Landsberg, Thomas Pock, Martin Rumpf
Joint reconstruction and classification of tumor cells and cell interactions in melanoma tissue sections with synthesized training data. Int. J. Comput. Assist. Radiol. Surg. 14 (4) (2019)
Alexander Effland, Erich Kobler, Thomas Pock, Martin Rumpf
Time Discrete Geodesics in Deep Feature Spaces for Image Morphing. SSVM (2019)
Alexander Effland, Michael Hölzel, Teresa Klatzer, Erich Kobler, Jennifer Landsberg, Leonie Neuhäuser, Thomas Pock, Martin Rumpf
Variational Networks for Joint Image Reconstruction and Classification of Tumor Immune Cell Interactions in Melanoma Tissue Sections. Bildverarbeitung für die Medizin (2018)
Alexander Effland, Martin Rumpf, Florian Schäfer
Image Extrapolation for the Time Discrete Metamorphosis Model: Existence and Applications. SIAM J. Imaging Sci. 11 (1) (2018)
Alexander Effland, Martin Rumpf, Florian Schäfer
Time Discrete Extrapolation in a Riemannian Space of Images. SSVM (2017)
Benjamin Berkels, Alexander Effland, Martin Rumpf
A posteriori error control for the binary Mumford-Shah model. Math. Comput. 86 (306) (2017)
Benjamin Berkels, Michael Buchner, Alexander Effland, Martin Rumpf, Steffen Schmitz-Valckenberg
GPU-Based Image Geodesics for Optical Coherence Tomography. Bildverarbeitung für die Medizin (2017)
Alexander Effland, Martin Rumpf, Stefan Simon, Kirsten Stahn, Benedikt Wirth
Bézier Curves in the Space of Images. SSVM (2015)
Benjamin Berkels, Alexander Effland, Martin Rumpf
Time Discrete Geodesic Paths in the Space of Images. SIAM J. Imaging Sci. 8 (3) (2015)