Benjamin Berkels

Orcid: 0000-0002-6969-187X

Affiliations:
  • RWTH Aachen University, Germany


According to our database1, Benjamin Berkels authored at least 49 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
A Generalization Bound for a Family of Implicit Networks.
CoRR, 2024

2023
Direct Motif Extraction from High Resolution Crystalline STEM Images.
CoRR, 2023

2022
Work-Stealing Prefix Scan: Addressing Load Imbalance in Large-Scale Image Registration.
IEEE Trans. Parallel Distributed Syst., 2022

A Distribution-Dependent Mumford-Shah Model for Unsupervised Hyperspectral Image Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2022

Signal Processing for Advanced Materials [From the Guest Editors].
IEEE Signal Process. Mag., 2022

A Hybrid Multi-Object Segmentation Framework with Model-Based B-Splines for Microbial Single Cell Analysis.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Cell tracking for live-cell microscopy using an activity-prioritized assignment strategy.
Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022

Automated Characterization of Catalytically Active Inclusion Body Production in Biotechnological Screening Systems.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Automation of hemocompatibility analysis using image segmentation and supervised classification.
Eng. Appl. Artif. Intell., 2021

Polar Space Based Shape Averaging for Star-shaped Biological Objects.
Proceedings of the VCBM 2021: 11th Eurographics Workshop on Visual Computing for Biology and Medicine, 2021

Total Deep Variation for Noisy Exit Wave Reconstruction in Transmission Electron Microscopy.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2021

2020
Automation of Hemocompatibility Analysis Using Image Segmentation and a Random Forest.
CoRR, 2020

2017
A posteriori error control for the binary Mumford-Shah model.
Math. Comput., 2017

Survey of Non-Rigid Registration Tools in Medicine.
J. Digit. Imaging, 2017

Mesh-to-raster based non-rigid registration of multi-modal images.
CoRR, 2017

GPU-Based Image Geodesics for Optical Coherence Tomography.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2016
Joint denoising and distortion correction of atomic scale scanning transmission electron microscopy images.
CoRR, 2016

Variational multi-phase segmentation using high-dimensional local features.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Non-rigid contour-to-pixel registration of photographic and quantitative light-induced fluorescence imaging of decalcified teeth.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Curve-to-Image Based Non-Rigid Registration of Digital Photos and Quantitative Light-Induced Fluorescence Images in Dentistry.
Proceedings of the Bildverarbeitung für die Medizin 2016 - Algorithmen - Systeme, 2016

2015
Time Discrete Geodesic Paths in the Space of Images.
SIAM J. Imaging Sci., 2015

An image registration framework for sliding motion with piecewise smooth deformations.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015

Deformable Image Registration with Automatic Non-Correspondence Detection.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015

Unsupervised and Accurate Extraction of Primitive Unit Cells from Crystal Images.
Proceedings of the Pattern Recognition - 37th German Conference, 2015

Image Registration with Sliding Motion Constraints for 4D CT Motion Correction.
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

2014
Optimized imaging using non-rigid registration.
CoRR, 2014

Co-registration of intra-operative brain surface photographs and pre-operative MR images.
Int. J. Comput. Assist. Radiol. Surg., 2014

Non-local Means for Scanning Transmission Electron Microscopy Images and Poisson Noise based on Adaptive Periodic Similarity Search and Patch Regularization.
Proceedings of the 19th International Workshop on Vision, Modeling, and Visualization, 2014

Glomerular Filtration Rate Estimation from Dynamic Contrast-Enhanced MRI.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

Model-Based Parameterestimation in DCE-MRI Without an Arterial Input Function.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

2013
Cortical Surface Co-Registration based on MRI Images and Photos
CoRR, 2013

A Thin Shell Approach to the Registration of Implicit Surfaces.
Proceedings of the 18th International Workshop on Vision, Modeling, and Visualization, 2013

Discrete Geodesic Regression in Shape Space.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2013

Co-Registration of Intra-Operative Photographs and Pre-Operative MR Images.
Proceedings of the Bildverarbeitung für die Medizin 2013 - Algorithmen - Systeme, 2013

2012
Marker-Less Reconstruction of Dense 4-D Surface Motion Fields Using Active Laser Triangulation for Respiratory Motion Management.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

2011
Sulci Detection in Photos of the Human Cortex Based on Learned Discriminative Dictionaries.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Joint ToF Image Denoising and Registration with a CT Surface in Radiation Therapy.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

2010
Joint methods in imaging based on diffuse image representations.
PhD thesis, 2010

An SL(2) Invariant Shape Median.
J. Math. Imaging Vis., 2010

Convex Relaxation for Grain Segmentation at Atomic Scale.
Proceedings of the 15th International Workshop on Vision, Modeling, and Visualization, 2010

Interactive Motion Segmentation.
Proceedings of the Pattern Recognition, 2010

2009
An Unconstrained Multiphase Thresholding Approach for Image Segmentation.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

Reconstructing Optical Flow Fields by Motion Inpainting.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

2008
Extracting Grain Boundaries and Macroscopic Deformations from Images on Atomic Scale.
J. Sci. Comput., 2008

Shape Median Based on Symmetric Area Differences.
Proceedings of the 13th International Fall Workshop on Vision, Modeling, and Visualization, 2008

2007
Mumford-Shah Model for One-to-One Edge Matching.
IEEE Trans. Image Process., 2007

Identification of Grain Boundary Contours at Atomic Scale.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

A Variational Framework for Simultaneous Motion Estimation and Restoration of Motion-Blurred Video.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
A Variational Framework for Joint Image Registration, Denoising and Edge Detection.
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006


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