Benjamin Berkels

60 papers A* 1A 1B 1C 1Journal 29Unranked 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Posteriori Error Control for Nonconvex Problems via Calibration. SIAM J. Numer. Anal. Benjamin Berkels, Alexander Effland, Martin Rumpf, Jan Verhülsdonk
2026	J	`jnl`	A generalization bound for a family of implicit networks. Neurocomputing Samy Wu Fung, Benjamin Berkels
2025	J	`jnl`	A generalization bound for exit wave reconstruction via deep unfolding. CoRR Moussa Atwi, Benjamin Berkels
2024	J	`jnl`	A Generalization Bound for a Family of Implicit Networks. CoRR Samy Wu Fung, Benjamin Berkels
2024	J	`jnl`	Joint denoising and line distortion correction for raster-scanned image series. CoRR Benjamin Berkels, Peter Binev
2024	J	`jnl`	On the importance of the ϵ-regularization of the distribution-dependent Mumford-Shah model for hyperspectral image segmentation. CoRR Jan-Christopher Cohrs, Benjamin Berkels
2023	J	`jnl`	Direct Motif Extraction from High Resolution Crystalline STEM Images. CoRR Amel Shamseldeen Ali Alhassan, Siyuan Zhang, Benjamin Berkels
2022	J	`jnl`	A Distribution-Dependent Mumford-Shah Model for Unsupervised Hyperspectral Image Segmentation. IEEE Trans. Geosci. Remote. Sens. Jan-Christopher Cohrs, Chandrajit Bajaj, Benjamin Berkels
2022	—	`conf`	A Hybrid Multi-Object Segmentation Framework with Model-Based B-Splines for Microbial Single Cell Analysis. ISBI Karina Ruzaeva, Katharina Nöh, Benjamin Berkels
2022	J	`jnl`	A distribution-dependent Mumford-Shah model for unsupervised hyperspectral image segmentation. CoRR Jan-Christopher Cohrs, Chandrajit Bajaj, Benjamin Berkels
2022	J	`jnl`	A hybrid multi-object segmentation framework with model-based B-splines for microbial single cell analysis. CoRR Karina Ruzaeva, Katharina Nöh, Benjamin Berkels
2022	—	`conf`	Automated Characterization of Catalytically Active Inclusion Body Production in Biotechnological Screening Systems. EMBC Karina Ruzaeva, Kira Küsters, Wolfgang Wiechert, Benjamin Berkels, Marco Oldiges, Katharina Nöh
2022	J	`jnl`	Automated Characterization of Catalytically Active Inclusion Body Production in Biotechnological Screening Systems. CoRR Karina Ruzaeva, Kira Küsters, Wolfgang Wiechert, Benjamin Berkels, Marco Oldiges, Katharina Nöh
2022	C	`conf`	Cell tracking for live-cell microscopy using an activity-prioritized assignment strategy. IPAS Karina Ruzaeva, Jan-Christopher Cohrs, Keitaro Kasahara, Dietrich Kohlheyer, Katharina Nöh, Benjamin Berkels
2022	J	`jnl`	Cell tracking for live-cell microscopy using an activity-prioritized assignment strategy. CoRR Karina Ruzaeva, Jan-Christopher Cohrs, Keitaro Kasahara, Dietrich Kohlheyer, Katharina Nöh, Benjamin Berkels
2022	J	`jnl`	Signal Processing for Advanced Materials [From the Guest Editors]. IEEE Signal Process. Mag. Mary L. Comer, Jeff P. Simmons, Steve Niezgoda, Charles A. Bouman, Benjamin Berkels
2022	J	`jnl`	Work-Stealing Prefix Scan: Addressing Load Imbalance in Large-Scale Image Registration. IEEE Trans. Parallel Distributed Syst. Marcin Copik, Tobias Grosser, Torsten Hoefler, Paolo Bientinesi, Benjamin Berkels
2021	J	`jnl`	Automation of hemocompatibility analysis using image segmentation and supervised classification. Eng. Appl. Artif. Intell. Johanna C. Clauser, Judith Maas, Jutta Arens, Thomas Schmitz-Rode, Ulrich Steinseifer, Benjamin Berkels
2021	—	`conf`	Polar Space Based Shape Averaging for Star-shaped Biological Objects. VCBM Karina Ruzaeva, Katharina Nöh, Benjamin Berkels
2021	—	`conf`	Total Deep Variation for Noisy Exit Wave Reconstruction in Transmission Electron Microscopy. SSVM Thomas Pinetz, Erich Kobler, Christian Doberstein, Benjamin Berkels, Alexander Effland
2020	J	`jnl`	Automation of Hemocompatibility Analysis Using Image Segmentation and a Random Forest. CoRR Johanna C. Clauser, Judith Maas, Jutta Arens, Thomas Schmitz-Rode, Ulrich Steinseifer, Benjamin Berkels
2020	J	`jnl`	Work-stealing prefix scan: Addressing load imbalance in large-scale image registration. CoRR Marcin Copik, Tobias Grosser, Torsten Hoefler, Paolo Bientinesi, Benjamin Berkels
2019	J	`jnl`	Variational Multi-Phase Segmentation using High-Dimensional Local Features. CoRR Niklas Mevenkamp, Benjamin Berkels
2017	J	`jnl`	A posteriori error control for the binary Mumford-Shah model. Math. Comput. Benjamin Berkels, Alexander Effland, Martin Rumpf
2017	—	`conf`	GPU-Based Image Geodesics for Optical Coherence Tomography. Bildverarbeitung für die Medizin Benjamin Berkels, Michael Buchner, Alexander Effland, Martin Rumpf, Steffen Schmitz-Valckenberg
2017	J	`jnl`	Mesh-to-raster based non-rigid registration of multi-modal images. CoRR Rosalia Tatano, Benjamin Berkels, Thomas M. Deserno
2017	J	`jnl`	Survey of Non-Rigid Registration Tools in Medicine. J. Digit. Imaging András P. Keszei, Benjamin Berkels, Thomas M. Deserno
2016	—	`conf`	Curve-to-Image Based Non-Rigid Registration of Digital Photos and Quantitative Light-Induced Fluorescence Images in Dentistry. Bildverarbeitung für die Medizin Benjamin Berkels, Thomas Martin Deserno, Eva E. Ehrlich, Ulrike B. Fritz, Ekaterina Sirazitdinova, Rosalia Tatano
2016	J	`jnl`	Joint denoising and distortion correction of atomic scale scanning transmission electron microscopy images. CoRR Benjamin Berkels, Benedikt Wirth
2016	B	`conf`	Non-rigid contour-to-pixel registration of photographic and quantitative light-induced fluorescence imaging of decalcified teeth. Image Processing Benjamin Berkels, Thomas Martin Deserno, Eva E. Ehrlich, Ulrike B. Fritz, Ekaterina Sirazitdinova, Rosalia Tatano
2016	A	`conf`	Variational multi-phase segmentation using high-dimensional local features. WACV Niklas Mevenkamp, Benjamin Berkels
2015	—	`conf`	An image registration framework for sliding motion with piecewise smooth deformations. SSVM Stefan Heldmann, Thomas Polzin, Alexander Derksen, Benjamin Berkels
2015	—	`conf`	Deformable Image Registration with Automatic Non-Correspondence Detection. SSVM Kanglin Chen, Alexander Derksen, Stefan Heldmann, Marc Hallmann, Benjamin Berkels
2015	—	`conf`	Image Registration with Sliding Motion Constraints for 4D CT Motion Correction. Bildverarbeitung für die Medizin Alexander Derksen, Stefan Heldmann, Thomas Polzin, Benjamin Berkels
2015	J	`jnl`	Time Discrete Geodesic Paths in the Space of Images. SIAM J. Imaging Sci. Benjamin Berkels, Alexander Effland, Martin Rumpf
2015	—	`conf`	Unsupervised and Accurate Extraction of Primitive Unit Cells from Crystal Images. GCPR Niklas Mevenkamp, Benjamin Berkels
2014	J	`jnl`	Co-registration of intra-operative brain surface photographs and pre-operative MR images. Int. J. Comput. Assist. Radiol. Surg. Benjamin Berkels, Ivan Cabrilo, Sven Haller, Martin Rumpf, Karl Schaller
2014	—	`conf`	Glomerular Filtration Rate Estimation from Dynamic Contrast-Enhanced MRI. Bildverarbeitung für die Medizin Anna K. Trull, Benjamin Berkels, Jan Modersitzki
2014	—	`conf`	Model-Based Parameterestimation in DCE-MRI Without an Arterial Input Function. Bildverarbeitung für die Medizin Constantin Heck, Lars Ruthotto, Jan Modersitzki, Benjamin Berkels
2014	—	`conf`	Non-local Means for Scanning Transmission Electron Microscopy Images and Poisson Noise based on Adaptive Periodic Similarity Search and Patch Regularization. VMV Niklas Mevenkamp, Andrew B. Yankovich, Paul M. Voyles, Benjamin Berkels
2014	J	`jnl`	Optimized imaging using non-rigid registration. CoRR Benjamin Berkels, Peter Binev, Douglas A. Blom, Wolfgang Dahmen, Robert C. Sharpley, Thomas Vogt
2013	—	`conf`	A Thin Shell Approach to the Registration of Implicit Surfaces. VMV José A. Iglesias, Benjamin Berkels, Martin Rumpf, Otmar Scherzer
2013	—	`conf`	Co-Registration of Intra-Operative Photographs and Pre-Operative MR Images. Bildverarbeitung für die Medizin Benjamin Berkels, Ivan Cabrilo, Sven Haller, Martin Rumpf, Carlo Schaller
2013	J	`jnl`	Cortical Surface Co-Registration based on MRI Images and Photos CoRR Benjamin Berkels, Ivan Cabrilo, Sven Haller, Martin Rumpf, Carlo Schaller
2013	—	`conf`	Discrete Geodesic Regression in Shape Space. EMMCVPR Benjamin Berkels, P. Thomas Fletcher, Behrend Heeren, Martin Rumpf, Benedikt Wirth
2012	—	`conf`	Marker-Less Reconstruction of Dense 4-D Surface Motion Fields Using Active Laser Triangulation for Respiratory Motion Management. MICCAI (1) Sebastian Bauer, Benjamin Berkels, Svenja Ettl, Oliver Arold, Joachim Hornegger, Martin Rumpf
2011	—	`conf`	Joint ToF Image Denoising and Registration with a CT Surface in Radiation Therapy. SSVM Sebastian Bauer, Benjamin Berkels, Joachim Hornegger, Martin Rumpf
2011	—	`conf`	Sulci Detection in Photos of the Human Cortex Based on Learned Discriminative Dictionaries. SSVM Benjamin Berkels, Marc Kotowski, Martin Rumpf, Carlo Schaller
2010	J	`jnl`	An SL(2) Invariant Shape Median. J. Math. Imaging Vis. Benjamin Berkels, Gina Linkmann, Martin Rumpf
2010	—	`conf`	Convex Relaxation for Grain Segmentation at Atomic Scale. VMV Markus Boerdgen, Benjamin Berkels, Martin Rumpf, Daniel Cremers
2010	—	`conf`	Interactive Motion Segmentation. DAGM-Symposium Claudia Nieuwenhuis, Benjamin Berkels, Martin Rumpf, Daniel Cremers
2010	—	`—`	Joint methods in imaging based on diffuse image representations. Benjamin Berkels
2009	—	`conf`	An Unconstrained Multiphase Thresholding Approach for Image Segmentation. SSVM Benjamin Berkels
2009	—	`conf`	Reconstructing Optical Flow Fields by Motion Inpainting. EMMCVPR Benjamin Berkels, Claudia Kondermann, Christoph S. Garbe, Martin Rumpf
2008	J	`jnl`	Extracting Grain Boundaries and Macroscopic Deformations from Images on Atomic Scale. J. Sci. Comput. Benjamin Berkels, Andreas Rätz, Martin Rumpf, Axel Voigt
2008	—	`conf`	Shape Median Based on Symmetric Area Differences. VMV Benjamin Berkels, Gina Linkmann, Martin Rumpf
2007	A*	`conf`	A Variational Framework for Simultaneous Motion Estimation and Restoration of Motion-Blurred Video. ICCV Leah Bar, Benjamin Berkels, Martin Rumpf, Guillermo Sapiro
2007	—	`conf`	Identification of Grain Boundary Contours at Atomic Scale. SSVM Benjamin Berkels, Andreas Rätz, Martin Rumpf, Axel Voigt
2007	J	`jnl`	Mumford-Shah Model for One-to-One Edge Matching. IEEE Trans. Image Process. Jingfeng Han, Benjamin Berkels, Marc Droske, Joachim Hornegger, Martin Rumpf, Carlo Schaller, Jasmin Scorzin, Horst Urbach
2006	—	`conf`	A Variational Framework for Joint Image Registration, Denoising and Edge Detection. Bildverarbeitung für die Medizin Jingfeng Han, Benjamin Berkels, Martin Rumpf, Joachim Hornegger, Marc Droske, Michael Fried, Jasmin Scorzin, Carlo Schaller