Research Output per year
Fingerprint Dive into the research topics where Erich Kobler is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 2 Similar Profiles
Image reconstruction
Engineering & Materials Science
Early Stopping
Mathematics
Image quality
Engineering & Materials Science
Image denoising
Engineering & Materials Science
Gradient Flow
Mathematics
Image Restoration
Mathematics
Deconvolution
Engineering & Materials Science
optimal control
Physics & Astronomy
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output 2015 2019
An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration
Effland, A., Kobler, E., Kunisch, K. & Pock, T., 2019, (Submitted) In : Journal of Mathematical Imaging and Vision. 32 p.Research output: Contribution to journal › Article › Research › peer-review
Early Stopping
Image denoising
Gradient Flow
Image Restoration
optimal control
Effect of Multislit Collimator Motion On SparseCT Image Quality for Low-Dose CT Examinations
Chen, B., Kobler, E., Allmendinger, T., Sodickson, A., Sodickson, D. & Otazo, R., 2019, Medical Physics . Vol. 46(6). p. E504-E505 TH‐A‐221AB‐06Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Image Morphing in Deep Feature Spaces: Theory and Applications
Effland, A., Kobler, E., Pock, T., Rajkovic, M. & Rumpf, M., 2019, In : arXiv.org e-Print archive.Research output: Contribution to journal › Article › Research › peer-review
Splines
Semantics
Experiments
Joint Multi-anatomy Training of a Variational Network for Reconstruction of Accelerated Magnetic Resonance Image Acquisitions
Johnson, P. M., Muckley, M. J., Bruno, M., Kobler, E., Hammernik, K., Pock, T. & Knoll, F., 2019, Machine Learning for Medical Image Reconstruction: Second International Workshop, MLMIR 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings. Knoll, F., Maier, A., Rueckert, D. & Ye, J. (eds.). Cham: Springer, p. 71-79 (Lecture Notes in Computer Science; vol. 11905).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Knee
Anatomy
Magnetic Resonance Spectroscopy
Joints
Magnetic Resonance Imaging
Joint Reconstruction and Classification of Tumor Cells and Cell Interactions in Melanoma Tissue Sections with Synthesized Training Data
Effland, A., Kobler, E., Brandenburg, A., Klatzer, T., Neuhäuser, L., Hölzel, M., Landsberg, J., Pock, T. & Rumpf, M., 2019, In : International Journal of Computer Assisted Radiology and Surgery.Research output: Contribution to journal › Article › Research › peer-review
Activities 2018 2019
An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration
Erich Kobler (Speaker)19 Jul 2019
Activity: Talk or presentation › Invited talk at conference or symposium › Science to science
Deep regularization for medical image analysis
Erich Kobler (Speaker)5 Jun 2018
Activity: Talk or presentation › Invited talk at conference or symposium › Science to science
Learning for Compressed Sensing CT Reconstruction
Erich Kobler (Speaker)7 Jun 2018
Activity: Talk or presentation › Invited talk at conference or symposium › Science to science
Variational networks: connecting variational methods and deep learning
Erich Kobler (Speaker)19 Mar 2018 → 23 Mar 2018
Activity: Talk or presentation › Invited talk at conference or symposium › Science to science
Variational Deep Learning for low-dose Computed Tomography
Erich Kobler (Speaker)18 Apr 2018
Activity: Talk or presentation › Talk at conference or symposium › Science to science
Prizes
GCPR 2017 Best Paper Award
Erich Kobler (Recipient), Kerstin Hammernik (Recipient), Thomas Pock (Recipient) & Teresa Klatzer (Recipient), 15 Sep 2017
Prize: Prizes / Medals / Awards
Summa cum Laude Merit Award
Kerstin Hammernik (Recipient), Erich Kobler (Recipient), Thomas Pock (Recipient), Michael P Recht (Recipient), Daniel K Sodickson (Recipient) & Florian Knoll (Recipient), 2018
Prize: Prizes / Medals / Awards