Klaus D. Tönnies

Publication Activity (10 Years)

Years Active: 1990-2023
Publications (10 Years): 22

Top Venues

Bildverarbeitung für die Medizin

Int. J. Comput. Assist. Radiol. Surg.

VISIGRAPP (4: VISAPP)

VMV

Technical University of Berlin, Germany (PHD)

Education History

Technical University of Berlin, Germany

PHD

Publications

Tobias Bolten, Regina Pohle-Fröhlich, Klaus D. Tönnies
Semantic Segmentation on Neuromorphic Vision Sensor Event-Streams Using PointNet++ and UNet Based Processing Approaches. VISIGRAPP (4: VISAPP) (2023)
Tobias Bolten, Christian Neumann, Regina Pohle-Fröhlich, Klaus D. Tönnies
N-MuPeTS: Event Camera Dataset for Multi-Person Tracking and Instance Segmentation. VISIGRAPP (4: VISAPP) (2023)
Tobias Bolten, Regina Pohle-Fröhlich, Klaus D. Tönnies
Semantic Scene Filtering for Event Cameras in Long-Term Outdoor Monitoring Scenarios. ISVC (2) (2023)
Tobias Bolten, Felix Lentzen, Regina Pohle-Fröhlich, Klaus D. Tönnies
Evaluation of Deep Learning based 3D-Point-Cloud Processing Techniques for Semantic Segmentation of Neuromorphic Vision Sensor Event-streams. VISIGRAPP (4: VISAPP) (2022)
Tobias Bolten, Regina Pohle-Fröhlich, Klaus D. Tönnies
DVS-OUTLAB: A Neuromorphic Event-Based Long Time Monitoring Dataset for Real-World Outdoor Scenarios. CVPR Workshops (2021)
Christian Neumann, Klaus D. Tönnies, Regina Pohle-Fröhlich
Deep similarity learning using a Siamese ResNet trained on similarity labels from disparity maps of cerebral MRA MIP pairs. Medical Imaging: Image Processing (2020)
Tobias Bolten, Regina Pohle-Fröhlich, Klaus D. Tönnies
Application of Hierarchical Clustering for Object Tracking with a Dynamic Vision Sensor. ICCS (5) (2019)
Georg Hille, Sylvia Saalfeld, Steffen Serowy, Klaus D. Tönnies
Vertebral body segmentation in wide range clinical routine spine MRI data. Comput. Methods Programs Biomed. 155 (2018)
Christian Neumann, Klaus D. Tönnies, Regina Pohle-Fröhlich
Abstract: AngioUnet - A Convolutional Neural Network for Vessel Segmentation in Cerebral DSA Series. Bildverarbeitung für die Medizin (2018)
Marko Rak, Tim König, Klaus D. Tönnies, Mathias Walke, Jens Ricke, Christian Wybranski
Joint deformable liver registration and bias field correction for MR-guided HDR brachytherapy. Int. J. Comput. Assist. Radiol. Surg. 12 (12) (2017)
Marko Rak, Klaus D. Tönnies
Star Convex Cuts with Encoding Swaps for Fast Whole-Spine Vertebrae Segmentation in MRI. VMV (2017)
Georg Hille, Nico Merten, Steffen Serowy, Sylvia Glaßer, Klaus D. Tönnies, Bernhard Preim
Assessing the Benefits of Interactive Patient-Specific Visualisations for Patient Information. Bildverarbeitung für die Medizin (2017)
Marko Rak, Klaus D. Tönnies
On computerized methods for spine analysis in MRI: a systematic review. Int. J. Comput. Assist. Radiol. Surg. 11 (8) (2016)
Georg Hille, Sylvia Glaßer, Klaus D. Tönnies
Hybrid Level-Sets for Vertebral Body Segmentation in Clinical Spine MRI. MIUA (2016)
Sebastian Schäfer, Kim Nylund, Fredrik Sævik, Trond Engjom, Martin Mézl, Radovan Jirík, Georg Dimcevski, Odd Helge Gilja, Klaus D. Tönnies
Semi-automatic motion compensation of contrast-enhanced ultrasound images from abdominal organs for perfusion analysis. Comput. Biol. Medicine 63 (2015)
Daniel Kottke, Gino Gulamhussene, Klaus D. Tönnies
Data-Driven Spine Detection for Multi-Sequence MRI. Bildverarbeitung für die Medizin (2015)
Georg Hille, Sylvia Glaßer, Oleksandr Riabikin, Klaus D. Tönnies
Regionenbasierte rigide Bildregistrierung von präoperativen MR- und intraoperativen Dyna-CT-.Bildern zur Interventionsunterstützung bei Wirbelkörpermetastasen. CURAC (2015)
Bernhard Preim, Paul Klemm, Helwig Hauser, Katrin Hegenscheid, Steffen Oeltze, Klaus D. Tönnies, Henry Völzke
Visual Analytics of Image-Centric Cohort Studies in Epidemiology. CoRR (2015)
Tim König, Johannes Steffen, Marko Rak, Grit Neumann, Ludwig von Rohden, Klaus D. Tönnies
Ultrasound texture-based CAD system for detecting neuromuscular diseases. Int. J. Comput. Assist. Radiol. Surg. 10 (9) (2015)
Klaus D. Tönnies, Oliver Gloger, Marko Rak, Charlotte Winkler, Paul Klemm, Bernhard Preim, Henry Völzke
Image analysis in epidemiological applications. it Inf. Technol. 57 (1) (2015)
Stephen Kockentiedt, Klaus D. Tönnies, Erhardt Gierke, Nico Dziurowitz, Carmen Thim, Sabine Plitzko
Improved Automatic Recognition of Engineered Nanoparticles in Scanning Electron Microscopy Images. VISAPP (2) (2015)
Oliver Gloger, Klaus D. Tönnies, René Laqua, Henry Völzke
Fully Automated Renal Tissue Volumetry in MR Volume Data Using Prior-Shape-Based Segmentation in Subject-Specific Probability Maps. IEEE Trans. Biomed. Eng. 62 (10) (2015)
Christopher Herbon, Klaus D. Tönnies, Bernd Stock
Adaptive planar and rotational image stitching for mobile devices. MMSys (2014)
Oliver Gloger, Volkmar Liebscher, Klaus D. Tönnies, Henry Völzke
Fully Automatic Renal Parenchyma Volumetry in LDA-based Probability Maps Using Variational Outer Cortex Edge Alignment Forces. IWBBIO (2014)
Stephen Kockentiedt, Klaus D. Tönnies, Erhardt Gierke
Predicting the Influence of Additional Training Data on Classification Performance for Imbalanced Data. GCPR (2014)
Christopher Herbon, Benjamin Otte, Klaus D. Tönnies, Bernd Stock
Detection of Clustered Objects in Sparse Point Clouds Through 2D Classification and Quadric Filtering. GCPR (2014)
Jan Rexilius, Klaus D. Tönnies
Automatic Design of Realistic Multiple Sclerosis Lesion Phantoms. Bildverarbeitung für die Medizin (2014)
Christopher Herbon, Klaus D. Tönnies, Bernd Stock
Detection and Segmentation of Clustered Objects by Using Iterative Classification, Segmentation, and Gaussian Mixture Models and Application to Wood Log Detection. GCPR (2014)
Stefan Sokoll, Klaus D. Tönnies, Martin Heine
An online calibration method for astigmatism-based 3D particle tracking in complex living tissue. ISBI (2013)
Marko Rak, Karin Engel, Klaus D. Tönnies
Closed-Form Hierarchical Finite Element Models for Part-Based Object Detection. VMV (2013)
Stephen Kockentiedt, Klaus D. Tönnies, Erhardt Gierke, Nico Dziurowitz, Carmen Thim, Sabine Plitzko
Poisson shot noise parameter estimation from a single scanning electron microscopy image. Image Processing: Algorithms and Systems (2013)
Paul Klemm, Kai Lawonn, Marko Rak, Bernhard Preim, Klaus D. Tönnies, Katrin Hegenscheid, Henry Völzke, Steffen Oeltze
Visualization and Analysis of Lumbar Spine Canal Variability in Cohort Study Data. VMV (2013)
Tim König, Marko Rak, Johannes Steffen, Grit Neumann, Ludwig von Rohden, Klaus D. Tönnies
Texture-Based Detection of Myositis in Ultrasonographies. Bildverarbeitung für die Medizin (2013)
Clemens M. Hentschke, Oliver Beuing, Rosa Nickl, Klaus D. Tönnies
Detection of cerebral aneurysms in MRA, CTA and 3D-RA data sets. Medical Imaging: Computer-Aided Diagnosis (2012)
Stefan Sokoll, Hagen Beelitz, Martin Heine, Klaus D. Tönnies
Towards automatic reconstruction of axonal structures in volumetric microscopy images depicting only active synapses. IPTA (2012)
Oliver Gloger, Klaus D. Tönnies, Volkmar Liebscher, Bernd Kugelmann, René Laqua, Henry Völzke
Prior Shape Level Set Segmentation on Multistep Generated Probability Maps of MR Datasets for Fully Automatic Kidney Parenchyma Volumetry. IEEE Trans. Medical Imaging 31 (2) (2012)
Stephen Kockentiedt, Klaus D. Tönnies, Erhardt Gierke, Nico Dziurowitz, Carmen Thim, Sabine Plitzko
Automatic Detection and Recognition of Engineered Nanoparticles in SEM Images. VMV (2012)
Johannes Steffen, Christian Hentschel, Afra'a Ahmad Alyosef, Klaus D. Tönnies, Andreas Nürnberger
Rotational Invariance at Fixation Points - Experiments using Human Gaze Data. ICPRAM (2) (2012)
Sebastian Schäfer, Klaus D. Tönnies
Registration of Temporal Ultrasonic Image Sequences Using Markov Random Fields. VMV (2012)
Clemens M. Hentschke, Klaus D. Tönnies, Oliver Beuing, Rosa Nickl
A new feature for automatic aneurysm detection. ISBI (2012)
Stefan Sokoll, Klaus D. Tönnies, Martin Heine
Detection of Spontaneous Vesicle Release at Individual Synapses Using Multiple Wavelets in a CWT-Based Algorithm. MICCAI (1) (2012)
Paul Klemm, Steffen Oeltze, Katrin Hegenscheid, Henry Völzke, Klaus D. Tönnies, Bernhard Preim
Visualization and Exploration of Shape Variance for the Analysis of Cohort Study Data. VMV (2012)
Clemens M. Hentschke, Steffen Serowy, Gábor Janiga, Georg Rose, Klaus D. Tönnies
Estimating blood flow velocity in angiographic image data. Medical Imaging: Image-Guided Procedures (2011)
Stefan Sokoll, Klaus D. Tönnies, Martin Heine
Towards Fast 3D Nanoparticle Localization for Studying Molecular Dynamics in Living Cells. BIOINFORMATICS (2011)
Oliver Gloger, Klaus D. Tönnies, Jens-Peter Kuehn
Fully Automatic Liver Volumetry Using 3D Level Set Segmentation for Differentiated Liver Tissue Types in Multiple Contrast MR Datasets. SCIA (2011)
Karin Engel, Klaus D. Tönnies, André Brechmann
Part-based localisation and segmentation of landmark-related auditory cortical regions. Pattern Recognit. 44 (9) (2011)
Clemens M. Hentschke, Klaus D. Tönnies
Automatic 2D/3D-Registration of Cerebral DSA Data Sets. Bildverarbeitung für die Medizin (2010)
Sebastian Schäfer, Klaus D. Tönnies
Detection of Motion Distorted Areas in Perfusion MRI of the Breast. Bildverarbeitung für die Medizin (2010)
Sylvia Glaßer, Uta Preim, Klaus D. Tönnies, Bernhard Preim
A visual analytics approach to diagnosis of breast DCE-MRI data. Comput. Graph. 34 (5) (2010)
Karin Engel, Klaus D. Tönnies
Hierarchical vibrations for part-based recognition of complex objects. Pattern Recognit. 43 (8) (2010)
Bernhard Preim, Steffen Oeltze, Klaus D. Tönnies
Visuelle Analyse medizinischer Daten. Inform. Spektrum 33 (6) (2010)
Karin Engel, Klaus D. Tönnies
Stable Structural Deformations. ICVS (2009)
Karin Engel, Klaus D. Tönnies
An Evolutionary Strategy for Model-based Segmentation of Medical Data. GI Jahrestagung (2009)
Karin Engel, Frederik Maucksch, Anja Perlich, Matthias Wolff, Klaus D. Tönnies, André Brechmann
Fuzzy Multiscale Region Growing for Segmentation of MR Images of the Human Brain. Bildverarbeitung für die Medizin (2009)
Sylvia Glaßer, Sebastian Schäfer, Steffen Oeltze, Uta Preim, Klaus D. Tönnies, Bernhard Preim
A Visual Analytics Approach to Diagnosis of Breast DCE-MRI Data. VMV (2009)
Karin Engel, Klaus D. Tönnies, André Brechmann
Parcellation of the Auditory Cortex into Landmark-Related Regions of Interest. CAIP (2009)
Karin Engel, Klaus D. Tönnies
Hierarchical Vibrations: A Structural Decomposition Approach for Image Analysis. EMMCVPR (2009)
Karsten Rink, Klaus D. Tönnies
Locally Adaptive Speed Functions for Level Sets in Image Segmentation. CAIP (2009)
Clemens M. Hentschke, Klaus D. Tönnies
Intensity-based Registration of 2D-DSA and 3D-DSA Data Sets for Flow Simulation in Intracranial Aneurysms. VMV (2009)
Karsten Rink, Klaus D. Tönnies
Distance-based Speed Functions for Level Set Methods in Image Segmentation. BMVC (2008)
Karin Engel, André Brechmann, Klaus D. Tönnies
Model-Based Segmentation of Cortical Regions of Interest for Multi-subject Analysis of fMRI Data. Bildverarbeitung für die Medizin (2008)
Lars Dornheim, Jana Dornheim, Klaus D. Tönnies
Struktursuche in medizinischen Volumendaten mittels paralleler Simulation dynamischer Formmodelle. SimVis (2008)
Lars Dornheim, Peter Hahn, Steffen Oeltze, Bernhard Preim, Klaus D. Tönnies
Kontinuierliche Wanddickenbestimmung und Visualisierung des linken Herzventrikels. Bildverarbeitung für die Medizin (2008)
Karsten Rink, Klaus D. Tönnies
A Level Set Bridging Force for the Segmentation of Dendritic Spines. CAIP (2007)
Karsten Rink, Arne-Michael Törsel, Klaus D. Tönnies
Segmentation of the Vascular Tree in CT Data Using Implicit Active Contours. Bildverarbeitung für die Medizin (2006)
Fitsum Admasu, Klaus D. Tönnies
Exploiting 3D Spatial Continuity for Robust Automatic Horizon Matching across Faults. 3DPVT (2006)
Jianlong Zhou, Zhiyan Wang, Klaus D. Tönnies
Focal Region-based Volume Rendering. Int. J. Pattern Recognit. Artif. Intell. 20 (5) (2006)
Lars Dornheim, Jana Dornheim, Klaus D. Tönnies
Automatic generation of dynamic 3D models for medical segmentation tasks. Medical Imaging: Image Processing (2006)
Fitsum Admasu, Klaus D. Tönnies
Multi-scale Bayesian Based Horizon Matchings Across Faults in 3d Seismic Data. DAGM-Symposium (2006)
Karsten Rink, Klaus D. Tönnies
A Modification of the Level Set Speed Function to Bridge Gaps in Data. DAGM-Symposium (2006)
Lars Dornheim, Jana Dornheim, Heiko Seim, Klaus D. Tönnies
Aktive Sensoren: Kontextbasierte Filterung von Merkmalen zur modellbasierten Segmentierung. Bildverarbeitung für die Medizin (2006)
Lars Dornheim, Klaus D. Tönnies, Jana Dornheim
Stable dynamic 3D shape models. ICIP (3) (2005)
Lars Dornheim, Klaus D. Tönnies
Automatische Generierung dynamischer 3D-Modelle zur Segmentierung des linken Ventrikels in 3D-SPECT-Daten. Bildverarbeitung für die Medizin (2005)
Fitsum Admasu, Klaus D. Tönnies
Anisotropic 3D seismic features for robust horizons correlation across faults. ICIP (2) (2005)
Lars Dornheim, Klaus D. Tönnies, Kat Dixon
Automatic Segmentation of the Left Ventricle in 3D SPECT Data by Registration with a Dynamic Anatomic Model. MICCAI (2005)
Fitsum Admasu, Klaus D. Tönnies
An Approach towards Automated Fault Interpretations in Seismic Data. SimVis (2005)
Karin Engel, Klaus D. Tönnies, André Brechmann
A two-level dynamic model for the representation and recognition of cortical folding patterns. ICIP (1) (2005)
Melanie Aurnhammer, Klaus D. Tönnies
A genetic algorithm for automated horizon correlation across faults in seismic images. IEEE Trans. Evol. Comput. 9 (2) (2005)
Klaus D. Tönnies, Peter Benedix
A weight-adaptive dynamic model for shape segmentation. ICIP (2) (2005)
Jianlong Zhou, Andreas Döring, Klaus D. Tönnies
Control of Object Visibility in Volume Rendering - a Distance-based Approach. Int. J. Image Graph. 5 (4) (2005)
Fitsum Admasu, Klaus D. Tönnies
Automatic Method for Correlating Horizons across Faults in 3D Seismic Data. CVPR (1) (2004)
Claudia Prang, Klaus D. Tönnies
Unterdrückung von Streustrahleffekten in dynamischen SPECT Aufnahmen. Bildverarbeitung für die Medizin (2004)
Steven Bergner, Stephan Al-Zubi, Klaus D. Tönnies
Deformable structural models. ICIP (2004)
Regina Pohle, Melanie Wegner, Karsten Rink, Klaus D. Tönnies, Anna Celler, Stephan Blinder
Segmentation of the left ventricle in 4D-dSPECT data using free-form deformation of super quadrics. Medical Imaging: Image Processing (2004)
Klaus D. Tönnies, Claudia Prang, Anna Celler
Local Identification and Removal of Scatter Artefacts based on the Temporal Information in Dynamic SPECT images. ICPR (3) (2004)
Jianlong Zhou, Andreas Döring, Klaus D. Tönnies
Distance Based Enhancement for Focal Region Based Volume Rendering. Bildverarbeitung für die Medizin (2004)
Fitsum Admasu, Klaus D. Tönnies
Model-based Approach to Automatic 3D Seismic Horizon Correlation across Faults. SimVis (2004)
Regina Pohle, Melanie Wegner, Klaus D. Tönnies, Anna Celler
Segmentierung des linken Ventrikels in 4d-dSPECT-Daten mittels Frei-Form-Deformation von Superellipsoiden. Bildverarbeitung für die Medizin (2004)
Markus Feldbach, Klaus D. Tönnies
Word Segmentation of Handwritten Dates in Historical Documents by Combining Semantic A-Priori-Knowledge with Local Features. ICDAR (2003)
Regina Pohle, Klaus D. Tönnies, Anna Celler
4D-Segmentierung von dSPECT-Aufnahmen des Herzens. Bildverarbeitung für die Medizin (2003)
Regina Pohle, Thomas Behlau, Klaus D. Tönnies
Segmentation of 3D medical image data sets with a combination of region-based initial segmentation and active surfaces. Medical Imaging: Image Processing (2003)
Stephan Al-Zubi, Klaus D. Tönnies
Generalizing the Active Shape Model by Integrating Structural Knowledge to Recognize Hand Drawn Sketches. CAIP (2003)
Manfred Hinz, Regina Pohle, Daniel Walz, Klaus D. Tönnies, Anna Celler
Interactive visual exploration of dynamic SPECT volume data using hybrid rendering. Medical Imaging: Image-Guided Procedures (2003)
Fitsum Admasu, Stephan Al-Zubi, Klaus D. Tönnies, Nils Bodammer, Hermann Hinrichs
Segmentation of multiple sclerosis lesions from MR brain images using the principles of fuzzy-connectedness and artificial neuron networks. ICIP (2) (2003)
Klaus D. Tönnies
Seeing and understanding 3-d medical images through 2-d renditions. CARS (2003)
Stephan Al-Zubi, Arslan Brömme, Klaus D. Tönnies
Using an Active Shape Structural Model for Biometric Sketch Recognition. DAGM-Symposium (2003)
Klaus D. Tönnies, Anna Celler, Stephan Blinder, Torsten Möller, Ronald Harrop
Scatter segmentation in dynamic SPECT images using principal component analysis. Medical Imaging: Image Processing (2003)
Melanie Aurnhammer, Klaus D. Tönnies
On the Relevance of Global Knowledge for Correlation-Based Seismic Image Interpretation. DAGM-Symposium (2003)
Klaus D. Tönnies, Frank Behrens, Melanie Aurnhammer
Feasibility of Hough-Transform-Based Iris Localisation for Real-Time-Application. ICPR (2) (2002)
Manfred Hinz, Regina Pohle, Hoen-oh Shin, Klaus D. Tönnies
Region-based interactive 3D image analysis of structures in medical data by hybrid rendering. Medical Imaging: Image-Guided Procedures (2002)

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Publication Activity (10 Years)

Top Topics

Top Venues

Klaus D. Tönnies