Klaus D. Tönnies
Affiliations:- University of Magdeburg, Faculty of Computer Science
According to our database1,
Klaus D. Tönnies
authored at least 173 papers
between 1987 and 2024.
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Bibliography
2024
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
2023
Semantic Segmentation on Neuromorphic Vision Sensor Event-Streams Using PointNet++ and UNet Based Processing Approaches.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
Semantic Scene Filtering for Event Cameras in Long-Term Outdoor Monitoring Scenarios.
Proceedings of the Advances in Visual Computing - 18th International Symposium, 2023
Deep Coordinate Regression for Weakly Supervised Segmentation of the Locus Coeruleus in MRI.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
2022
Evaluation of Deep Learning based 3D-Point-Cloud Processing Techniques for Semantic Segmentation of Neuromorphic Vision Sensor Event-streams.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022
2021
Fully automated deep learning-based localization and segmentation of the locus coeruleus in aging and Parkinson's disease using neuromelanin-sensitive MRI.
Int. J. Comput. Assist. Radiol. Surg., 2021
Learning Multi-Modal Volumetric Prostate Registration With Weak Inter-Subject Spatial Correspondence.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
DVS-OUTLAB: A Neuromorphic Event-Based Long Time Monitoring Dataset for Real-World Outdoor Scenarios.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
Spinal Metastases Segmentation in MR Imaging using Deep Convolutional Neural Networks.
CoRR, 2020
Deep similarity learning using a Siamese ResNet trained on similarity labels from disparity maps of cerebral MRA MIP pairs.
Proceedings of the Medical Imaging 2020: Image Processing, 2020
Automatic Segmentation of Necrosis Zones after Radiofrequency Ablation of Spinal Metastases.
Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020
2019
J. Ambient Intell. Smart Environ., 2019
Int. J. Soc. Robotics, 2019
Combining convolutional neural networks and star convex cuts for fast whole spine vertebra segmentation in MRI.
Comput. Methods Programs Biomed., 2019
A CNN-Based Framework for Statistical Assessment of Spinal Shape and Curvature in Whole-Body MRI Images of Large Populations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
This Far, No Further: Introducing Virtual Borders to Mobile Robots Using a Laser Pointer.
Proceedings of the 3rd IEEE International Conference on Robotic Computing, 2019
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019
Application of Hierarchical Clustering for Object Tracking with a Dynamic Vision Sensor.
Proceedings of the Computational Science - ICCS 2019, 2019
Segmentation of Vertebral Metastases in MRI Using an U-Net like Convolutional Neural Network.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019
2018
Subject-Specific prior shape knowledge in feature-oriented probability maps for fully automatized liver segmentation in MR volume data.
Pattern Recognit., 2018
Comput. Methods Programs Biomed., 2018
Multi-segmental spine image registration supporting image-guided interventions of spinal metastases.
Comput. Biol. Medicine, 2018
AngioUnet - A Convolutional Neural Network for Vessel Segmentation in Cerebral DSA Series.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018
Virtual Borders: Accurate Definition of a Mobile Robot's Workspace Using Augmented Reality.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018
Perception Enhancement for Bionic Vision - Preliminary Study on Object Classification with Subretinal Implants.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018
Abstract: AngioUnet - A Convolutional Neural Network for Vessel Segmentation in Cerebral DSA Series.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018
Computer-aided Detection of the Most Suitable MRI Sequences for Subsequent Spinal Metastasis Delineation.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018
2017
Advances in Computer Vision and Pattern Recognition, Springer, ISBN: 978-1-4471-7320-5, 2017
Virtual Borders: Accurate Definition of a Mobile Robot's Workspace Using a RGB-D Google Tango Tablet.
CoRR, 2017
Joint deformable liver registration and bias field correction for MR-guided HDR brachytherapy.
Int. J. Comput. Assist. Radiol. Surg., 2017
Star Convex Cuts with Encoding Swaps for Fast Whole-Spine Vertebrae Segmentation in MRI.
Proceedings of the 22nd International Symposium on Vision, Modeling, and Visualization, 2017
Proceedings of the 26th IEEE International Symposium on Robot and Human Interactive Communication, 2017
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017
Assessing the Benefits of Interactive Patient-Specific Visualisations for Patient Information.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017
2016
Int. J. Comput. Assist. Radiol. Surg., 2016
Proceedings of the 20th Conference on Medical Image Understanding and Analysis, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Information Efficient Automatic Object Detection and Segmentation using Cosegmentation, Similarity based Clustering, and Graph Label Transfer.
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016
Proceedings of the Bildverarbeitung für die Medizin 2016 - Algorithmen - Systeme, 2016
Proceedings of the Visualization in Medicine and Life Sciences III, 2016
2015
Fully Automated Renal Tissue Volumetry in MR Volume Data Using Prior-Shape-Based Segmentation in Subject-Specific Probability Maps.
IEEE Trans. Biomed. Eng., 2015
Semi-automatic motion compensation of contrast-enhanced ultrasound images from abdominal organs for perfusion analysis.
Comput. Biol. Medicine, 2015
Int. J. Comput. Assist. Radiol. Surg., 2015
Improved Automatic Recognition of Engineered Nanoparticles in Scanning Electron Microscopy Images.
Proceedings of the VISAPP 2015, 2015
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015
Spinal Canal Centerline Extraction in MRI.
Proceedings of the Medical Image Understanding and Analysis, 2015
Spotting Differences Among Observations.
Proceedings of the ICPRAM 2015, 2015
Proceedings of the Pattern Recognition Applications and Methods, 2015
Regionenbasierte rigide Bildregistrierung von präoperativen MR- und intraoperativen Dyna-CT-.Bildern zur Interventionsunterstützung bei Wirbelkörpermetastasen.
Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015
Detection and Segmentation of Quasi-Planar Surfaces Through Expectation Maximization Under a Planar Homography Constraint.
Proceedings of the 12th Conference on Computer and Robot Vision, 2015
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015
2014
Proceedings of the Multimedia Systems Conference 2014, 2014
Fully Automatic Renal Parenchyma Volumetry in LDA-based Probability Maps Using Variational Outer Cortex Edge Alignment Forces.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014
Predicting the Influence of Additional Training Data on Classification Performance for Imbalanced Data.
Proceedings of the Pattern Recognition - 36th German Conference, 2014
Detection and Segmentation of Clustered Objects by Using Iterative Classification, Segmentation, and Gaussian Mixture Models and Application to Wood Log Detection.
Proceedings of the Pattern Recognition - 36th German Conference, 2014
Detection of Clustered Objects in Sparse Point Clouds Through 2D Classification and Quadric Filtering.
Proceedings of the Pattern Recognition - 36th German Conference, 2014
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014
2013
Proceedings of the 18th International Workshop on Vision, Modeling, and Visualization, 2013
Proceedings of the 18th International Workshop on Vision, Modeling, and Visualization, 2013
An online calibration method for astigmatism-based 3D particle tracking in complex living tissue.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Poisson shot noise parameter estimation from a single scanning electron microscopy image.
Proceedings of the Image Processing: Algorithms and Systems XI, 2013
An Adaptive Subdivision Scheme for Quadratic Programming in Multi-Label Image Segmentation.
Proceedings of the British Machine Vision Conference, 2013
Proceedings of the Bildverarbeitung für die Medizin 2013 - Algorithmen - Systeme, 2013
2012
Prior Shape Level Set Segmentation on Multistep Generated Probability Maps of MR Datasets for Fully Automatic Kidney Parenchyma Volumetry.
IEEE Trans. Medical Imaging, 2012
Proceedings of the 17th International Workshop on Vision, Modeling, and Visualization, 2012
Proceedings of the 17th International Workshop on Vision, Modeling, and Visualization, 2012
Visualization and Exploration of Shape Variance for the Analysis of Cohort Study Data.
Proceedings of the 17th International Workshop on Vision, Modeling, and Visualization, 2012
Detection of Spontaneous Vesicle Release at Individual Synapses Using Multiple Wavelets in a CWT-Based Algorithm.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Towards automatic reconstruction of axonal structures in volumetric microscopy images depicting only active synapses.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012
Rotational Invariance at Fixation Points - Experiments using Human Gaze Data.
Proceedings of the ICPRAM 2012, 2012
Advances in Computer Vision and Pattern Recognition, Springer, ISBN: 978-1-4471-2751-2, 2012
2011
Part-based localisation and segmentation of landmark-related auditory cortical regions.
Pattern Recognit., 2011
Fully Automatic Liver Volumetry Using 3D Level Set Segmentation for Differentiated Liver Tissue Types in Multiple Contrast MR Datasets.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011
Proceedings of the Medical Imaging 2011: Visualization, 2011
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011
Proceedings of the 10. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2011
Towards Fast 3D Nanoparticle Localization for Studying Molecular Dynamics in Living Cells.
Proceedings of the BIOINFORMATICS 2011, 2011
2010
Pattern Recognit., 2010
Comput. Graph., 2010
Proceedings of the 9. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2010
Proceedings of the Bildverarbeitung für die Medizin 2010 - Algorithmen - Systeme, 2010
Proceedings of the Bildverarbeitung für die Medizin 2010 - Algorithmen - Systeme, 2010
2009
Intensity-based Registration of 2D-DSA and 3D-DSA Data Sets for Flow Simulation in Intracranial Aneurysms.
Proceedings of the 14th International Workshop on Vision, Modeling, and Visualization, 2009
A Visual Analytics Approach to Diagnosis of Breast DCE-MRI Data.
Proceedings of the 14th International Workshop on Vision, Modeling, and Visualization, 2009
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009
Proceedings of the Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme, 2009
2008
Struktursuche in medizinischen Volumendaten mittels paralleler Simulation dynamischer Formmodelle.
Proceedings of the Simulation and Visualization 2008 (SimVis 2008), 2008
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008
Model-Based Segmentation of Cortical Regions of Interest for Multi-subject Analysis of fMRI Data.
Proceedings of the Bildverarbeitung für die Medizin 2008, 2008
Proceedings of the Bildverarbeitung für die Medizin 2008, 2008
2007
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007
2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the Pattern Recognition, 2006
Proceedings of the Pattern Recognition, 2006
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006
Aktive Sensoren: Kontextbasierte Filterung von Merkmalen zur modellbasierten Segmentierung.
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006
Exploiting 3D Spatial Continuity for Robust Automatic Horizon Matching across Faults.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006
2005
A genetic algorithm for automated horizon correlation across faults in seismic images.
IEEE Trans. Evol. Comput., 2005
Int. J. Image Graph., 2005
An Approach towards Automated Fault Interpretations in Seismic Data.
Proceedings of the Simulation und Visualisierung 2005 (SimVis 2005), 2005
Automatic Segmentation of the Left Ventricle in 3D SPECT Data by Registration with a Dynamic Anatomic Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
A two-level dynamic model for the representation and recognition of cortical folding patterns.
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Automatische Generierung dynamischer 3D-Modelle zur Segmentierung des linken Ventrikels in 3D-SPECT-Daten.
Proceedings of the Bildverarbeitung für die Medizin 2005, Algorithmen - Systeme, 2005
2004
Model-based Approach to Automatic 3D Seismic Horizon Correlation across Faults.
Proceedings of the Simulation und Visualisierung 2004 (SimVis 2004) 4-5 März 2004, 2004
Segmentation of the left ventricle in 4D-dSPECT data using free-form deformation of super quadrics.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Local Identification and Removal of Scatter Artefacts based on the Temporal Information in Dynamic SPECT images.
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Deformable structural models.
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
Proceedings of the Bildverarbeitung für die Medizin 2004, Algorithmen - Systeme, 2004
Proceedings of the Bildverarbeitung für die Medizin 2004, Algorithmen - Systeme, 2004
Segmentierung des linken Ventrikels in 4d-dSPECT-Daten mittels Frei-Form-Deformation von Superellipsoiden.
Proceedings of the Bildverarbeitung für die Medizin 2004, Algorithmen - Systeme, 2004
2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Segmentation of 3D medical image data sets with a combination of region-based initial segmentation and active surfaces.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Proceedings of the Medical Imaging 2003: Visualization, 2003
Segmentation of multiple sclerosis lesions from MR brain images using the principles of fuzzy-connectedness and artificial neuron networks.
Proceedings of the 2003 International Conference on Image Processing, 2003
Word Segmentation of Handwritten Dates in Historical Documents by Combining Semantic A-Priori-Knowledge with Local Features.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003
On the Relevance of Global Knowledge for Correlation-Based Seismic Image Interpretation.
Proceedings of the Pattern Recognition, 2003
Proceedings of the Pattern Recognition, 2003
Seeing and understanding 3-d medical images through 2-d renditions.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003
Generalizing the Active Shape Model by Integrating Structural Knowledge to Recognize Hand Drawn Sketches.
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003
Proceedings of the Bildverarbeitung für die Medizin 2003, Algorithmen - Systeme, 2003
2002
Model-based analysis of geological structures in seismic images.
Proceedings of the Simulation und Visualisierung 2002 (SimVis 2002), 28. Februar, 2002
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Fusing Markov random fields with anatomical knowledge and shape-based analysis to segment multiple sclerosis white matter lesions in magnetic resonance images of the brain.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Region-based interactive 3D image analysis of structures in medical data by hybrid rendering.
Proceedings of the Medical Imaging 2002: Visualization, 2002
A Genetic Algorithm For Constrained Seismic Horizon Correlation.
Proceedings of the 6th Joint Conference on Information Science, 2002
Proceedings of the Image Processing: Algorithms and Systems, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the Pattern Recognition, 2002
Segmenting Microorganisms in Multi-modal Volumetric Datasets Using a Modified Watershed Transform.
Proceedings of the Pattern Recognition, 2002
Proceedings of the Pattern Recognition, 2002
Extending Active Shape Models to Incorporate a-priori Knowledge about Structural Variability.
Proceedings of the Pattern Recognition, 2002
Hybrid Focal Region-Based Volume Rednering of Medical Data.
Proceedings of the Bildverarbeitung für die Medizin 2002: Algorithmen, 2002
Schnelle, interaktive Segmentierung medizinischer 3D-Datensätze durch Anwendung der Image-Foresting-Transformation in zwei verschiedenen Auflösungsstufen.
Proceedings of the Bildverarbeitung für die Medizin 2002: Algorithmen, 2002
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002
2001
Automatic Horizon Matching across Faults.
Proceedings of the IASTED International Conference on Visualization, 2001
Interpretation medizinischer Schichbilddaten durch interaktiv gesteuerte 3D-Bildanalyse.
Proceedings of the Simulation und Visualisierung 2001 (SimVis 2001), 2001
Proceedings of the Medical Imaging 2001: Image Processing, 2001
Active double contour for segmentation of vessels in digital subtraction angiography.
Proceedings of the Medical Imaging 2001: Image Processing, 2001
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001
Proceedings of the Pattern Recognition, 2001
Rendering and interaction in co-operative 3-D image analysis.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001
Proceedings of the Computer Analysis of Images and Patterns, 9th International Conference, 2001
Einsatz eines adaptiven Regionenwachstumsverfahrens zur semiautomatischen und automatischen Segmentierung von medizinischen Bilddaten.
Proceedings of the Bildverarbeitung für die Medizin 2001: Algorithmen, 2001
3D-Analyse medizinischer Volumendaten unter Nutzung automatisch generierter Transferfunktionen.
Proceedings of the Bildverarbeitung für die Medizin 2001: Algorithmen, 2001
2000
Shape-based enhancement of vascular structures in digital subtraction angiography images using local covariance information.
Proceedings of the Medical Imaging 2000: Image Processing, 2000
Verwendung der lokalen Kovarianz-Information zur Bildverbesserung kleiner Blutgefäße in digitalen Subtraktionsangiogrammen.
Proceedings of the Bildverarbeitung für die Medizin 2000: Algorithmen, 2000
Bewertung der Ergebnisse von Segmentierungslösungen in radiologischen Bilddaten.
Proceedings of the Bildverarbeitung für die Medizin 2000: Algorithmen, 2000
1998
Combining extraction and 3D reconstruction of vessel center lines in biplane subtraction angiography.
Proceedings of the Medical Imaging 1998: Image Processing, 1998
1997
Proceedings of the Medical Imaging 1997: Image Display, 1997
Proceedings of the Medical Imaging 1997: Image Display, 1997
1994
Proceedings of the Seventh Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'94), 1994
1990
IEEE Computer Graphics and Applications, 1990
Proceedings of the 1990 Workshop on Volume Visualization, 1990
1987
3D-Repräsentation der Morphologie von anatomischen Objekten durch Approximation ihrer Oberfläche.
PhD thesis, 1987