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Publications 2020

 
Action Observation Plus Sonification. Biomechanical Analysis of Sit-To-Walk Performance in Patients with Parkinson's Disease and Freezing of Gait
Susanna Mezzarobba, Michele Grassi, Lorella Pellegrini, Mauro Catalan, Björn Krüger, Lara Stragapede, Paolo Manganotti, and Paolo Bernardis
In: Parkinsonism & Related Disorders (2020), 80(133-137)
[Details]   [Paper]   [Bibtex]  
 
Automated Detection of Diabetic Retinopathy From Smartphone Fundus Videos
Simon Mueller, Snezhana Karpova, Maximilian Wintergerst, Kaushik Murali, Mahesh Shanmugam, Robert Finger, and Thomas Schultz
In proceedings of MICCAI Workshop on Ophthalmic Medical Image Analysis, 2020
[Details]   [Paper]   [Video]   [Bibtex]  
 
Bonn Appearance Benchmark
Sebastian Merzbach and Reinhard Klein
The Eurographics Association, 2020
[Details]   [Paper]   [Bibtex]  
 
Chemomechanical Simulation of Soap Film Flow on Spherical Bubbles
Weizhen Huang, Julian Iseringhausen, Tom Kneiphof, Ziyin Qu, Chenfanfu Jiang, and Matthias B. Hullin
In: ACM Transactions on Graphics (Proc. SIGGRAPH) (2020), 39:4
[Details]   [Paper]   [Bibtex]  
 
Feature Preserving Smoothing Provides Simple and Effective Data Augmentation for Medical Image Segmentation
Rasha Sheikh and Thomas Schultz
In proceedings of Medical Image Computing and Computer Assisted Intervention (MICCAI), pages 116-126, Springer, 2020
[Details]   [Paper]   [Video]   [Bibtex]  
 
Fourth-Order Anisotropic Diffusion for Inpainting and Image Compression
Ikram Jumakulyyev and Thomas Schultz
In: Anisotropy Across Fields and Scales, Springer, 2020
[Details]   [Paper]   [Bibtex]  
 
Gradient and Log-based Active Learning for Semantic Segmentation of Crop and Weed for Agricultural Robots
Rasha Sheikh, Andres Milioto, Philipp Lottes, Cyrill Stachniss, Maren Bennewitz, and Thomas Schultz
In proceedings of Int'l Conf. on Robotics and Automation (ICRA), 2020
[Details]   [Paper]   [Video]   [Bibtex]  
 
Interactive Classification of Multi-Shell Diffusion MRI With Features From a Dual-Branch CNN Autoencoder
Agajan Torayev and Thomas Schultz
In proceedings of EG Workshop on Visual Computing for Biology and Medicine, 2020
[Details]   [Paper]   [Video]   [Bibtex]  
 
Neural Network Compression via Learnable Wavelet Transforms
Moritz Wolter, Shaohui Lin, and Angela Yao
In proceedings of International Conference on Artificial Neural Networks, Springer, 2020
[Details]   [Bibtex]  
 
Neuroimage acquisition and analysis
Thomas Schultz
In: Neurotechnology: methods, advances and applications, pages 37-67, IET, 2020
[Details]   [Bibtex]  
 
Object-centered Fourier Motion Estimation and Segment-Transformation Prediction
Moritz Wolter, Angela Yao, and Sven Behnke
In proceedings of 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2020
[Details]   [Bibtex]  
 
Parameter identification for the simulation of the periodontal ligament during the initial phase of orthodontic tooth movement
Albert Heinrich Kaiser, Ludger Keilig, Reinhard Klein, and Christoph Bourauel
In: Computer Methods in Biomechanics and Biomedical Engineering (2020)(1-16)
[Details]   [Bibtex]  
 
Per-Image Super-Resolution for Material BTFs
Dennis den Brok, Sebastian Merzbach, Michael Weinmann, and Reinhard Klein
In proceedings of IEEE International Conference on Computational Photography (ICCP), IEEE, 2020
[Details]   [Paper]   [Bibtex]  
 
Replication and Refinement of an Algorithm for Automated Drusen Segmentation on Optical Coherence Tomography
Maximilian Wintergerst, Shekoufeh Gorgi Zadeh, Vitalis Wiens, Sarah Thiele, Steffen Schmitz-Valckenberg, Frank Holz, Robert Finger, and Thomas Schultz
In: Scientific Reports (2020), 10(7395)
[Details]   [Paper]   [Bibtex]  
 
Sequence Prediction using Spectral RNNs
Moritz Wolter, Juergen Gall, and Angela Yao
In proceedings of International Conference on Artificial Neural Networks, Springer, 2020
[Details]   [Bibtex]  
 
Temporal Aggregate Representations for Long-Range Video Understanding
Fadime Sener, Dipika Singhania, and Angela Yao
In proceedings of European Conference on Computer Vision (ECCV), 2020
[Details]   [Paper]   [Bibtex]  
 
Temporal Upsampling of Point Cloud Sequences by Optimal Transport for Plant Growth Visualization
Tim Golla, Tom Kneiphof, Heiner Kuhlmann, Michael Weinmann, and Reinhard Klein
In: Computer Graphics Forum (2020)
[Details]   [Paper]   [Video]   [Bibtex]  
 
  
Two-in-One Refinement for Interactive Segmentation
Soumajit Majumder, Abhinav Rai, Ansh Khurana, and Angela Yao
In proceedings of Proc. 31st British Machine Vision Conference (BMVC20), 2020
[Details]   [Bibtex]  
 
Unsupervised Deep Learning of Incompressible Fluid Dynamics
Nils Wandel, Michael Weinmann, and Reinhard Klein
In: arXiv:2006.08762 (2020)
[Details]   [Video]   [Bibtex]  
 
Where Can I Help? Human-Aware Placement of Service Robots
Lilli Bruckschen, Kira Bungert, Moritz Wolter, Stefan Krumpen, Michael Weinmann, Reinhard Klein, and Maren Bennewitz
In proceedings of Proceedings of the IEEE Conference on Robot and Human Interactive Communication (RO-MAN), 2020
[Details]   [Paper]   [Bibtex]  
 
RefCurv: A software for the construction of pediatric reference curves
Christian Winkler, Katharina Linden, Andreas Mayr, Thomas Schultz, Thomas Welchowski, Johannes Breuer, and Ulrike Herberg
In: Software Impacts (Nov. 2020), 6(100040)
[Details]   [Paper]   [Bibtex]  
 
Machine Learning Facilitates Hotspot Classification in PSMA-PET/CT with Nuclear Medicine Specialist Accuracy
Sobhan Moazemi, Zain Khurshid, Annette Erle, Susanne Lütje, Markus Essler, Thomas Schultz, and Ralph A. Bundschuh
In: Diagnostics (Aug. 2020), 10:9(622)
[Details]   [Paper]   [Bibtex]  
 
Classification on Large Networks: A Quantitative Bound via Motifs and Graphons
Andreas Haupt, Thomas Schultz, Mohammad Khatami, and Ngoc Tran
In: Advances in Mathematical Sciences, pages 107-126, Springer, July 2020
[Details]   [Bibtex]  
 
Fabric Appearance Benchmark
Sebastian Merzbach and Reinhard Klein
In proceedings of Eurographics 2020 - Posters, The Eurographics Association, May 2020
[Details]   [Paper]   [Bibtex]  
 
Association of Visual Function Measures with Drusen Volume in Early Stages of Age-Related Macular Degeneration
Susanne G. Pondorfer, Maximilian Wintergerst, Shekoufeh Gorgi Zadeh, Thomas Schultz, Manuel Heinemann, Frank Holz, and Robert Finger
In: Investigative Ophthalmology & Visual Science (Mar. 2020), 61:3(55)
[Details]   [Paper]   [Bibtex]  
 
Computational Parquetry: Fabricated Style Transfer with Wood Pixels
Julian Iseringhausen, Michael Weinmann, Weizhen Huang, and Matthias B. Hullin
In: ACM Trans. Graph. (Feb. 2020), 39:2
[Details]   [Paper]   [Bibtex]  
 
Unsupervised and Generic Short-Term Anticipation of Human Body Motions
Kristina Enes, Hassan Errami, Moritz Wolter, Tim Krake, Bernd Eberhardt, Andreas Weber, and Jörg Zimmermann
In: Sensors (Feb. 2020), 20:4:976
[Details]   [Bibtex]  
 
Non-Line-of-Sight Reconstruction using Efficient Transient Rendering
Julian Iseringhausen and Matthias B. Hullin
In: ACM Trans. Graph. (Jan. 2020), 39:1
[Details]   [Paper]   [Bibtex]  

Publications 2019

 
  
Adaptation, fitness landscape learning and fast evolution
John Reinitz, Sergey Vakulenko, Dima Grigoriev, and Andreas Weber
In: F1000Research (2019)
[Details]   [Bibtex]  
 
Augmented Reality Guided Respiratory Liver Tumors Punctures: A Preliminary Feasibility Study
Ruotong Li, Tianpei Yang, Weixin Si, Xiangyun Liao, Qiong Wang, Reinhard Klein, and Pheng-Ann Heng
Association for Computing Machinery, 2019
[Details]   [Paper]   [Bibtex]  
 
Automatic normal orientation in point clouds of building interiors
Sebastian Ochmann and Reinhard Klein
In proceedings of Computer Graphics International Conference, Springer, pages 556-563, 2019
[Details]   [Paper]   [Bibtex]  
 
CoBundleMAP: Consistent 2D Parameterization Of Fiber Bundles Across Subjects and Hemispheres
Mohammad Khatami, Regina Wehler, and Thomas Schultz
In proceedings of IEEE Int'l Symposium on Biomedical Imaging, pages 1475-1478, 2019
[Details]   [Paper]   [Bibtex]  
 
Comparing Muscle Activity and Spine Shape in Various Sitting Styles
Erik Peper, Björn Krüger, Esther Gokhale, and Richard Harvey
In: Biofeedback (2019)
[Details]   [Bibtex]  
 
Comparison of basis functions and q‐space sampling schemes for robust compressed sensing reconstruction accelerating diffusion spectrum imaging
Alexandra Tobisch, Thomas Schultz, Rüdiger Stirnberg, Gabriel Varela-Mattatall, Hans Knutsson, Pablo Irarrázaval, and Tony Stöcker
In: NMR in Biomedicine (2019), 32(e4055)
[Details]   [Paper]   [Bibtex]  
 
Diffusion MRI Visualization
Thomas Schultz and Anna Vilanova
In: NMR in Biomedicine (2019), 32(e3902)
[Details]   [Paper]   [Bibtex]  
 
DT-MRI Streamsurfaces Revisited
Michael Ankele and Thomas Schultz
In: IEEE Transactions on Visualization and Computer Graphics (2019), 25:1
[Details]   [Paper]   [Bibtex]  
 
  
EMCCD-SPAD Camera data fusion for high spatial resolution time-of-flight imaging
Clara Callenberg, Ashley Lyons, Dennis den Brok, Robert Henderson, Matthias B. Hullin, and Daniele Faccio
In: Imaging and Applied Optics (2019)
[Details]   [Bibtex]  
 
  
Informatik in der Erprobungsstufe
Alexander Mertes
Bachelorarbeit, University of Bonn, 2019
[Details]   [Bibtex]  
 
Intelligent interaction and uncertainty visualization for efficient drusen and retinal layer segmentation in Optical Coherence Tomography
Shekoufeh Gorgi Zadeh, Maximilian Wintergerst, and Thomas Schultz
In: Computers and Graphics (2019), 83(51-61)
[Details]   [Paper]   [Bibtex]  
 
Interactive Formation of Statistical Hypotheses in Diffusion Tensor Imaging
Amin Abbasloo, Vitalis Wiens, Tobias Schmidt-Wilcke, Pia C. Sundgren, Reinhard Klein, and Thomas Schultz
In proceedings of EG Workshop on Visual Computing for Biology and Medicine, pages 33-43, 2019
[Details]   [Paper]   [Bibtex]  
 
Inverse Procedural Modeling of Knitwear
Elena Trunz, Sebastian Merzbach, Jonathan Klein, Thomas Schulze, Michael Weinmann, and Reinhard Klein
In proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pages 8630-8639, 2019
[Details]   [Bibtex]  
 
  
Localized Interactive Instance Segmentation
Soumajit Majumder and Angela Yao
In proceedings of DAGM GCPR 2019, 2019
[Details]   [Bibtex]  
 
Mixed reality based respiratory liver tumor puncture navigation
Ruotong Li, Weixin Si, Xiangyun Liao, Qiong Wang, Reinhard Klein, and Pheng-Ann Heng
In: Computational Visual Media (2019), 5:4
[Details]   [Paper]   [Bibtex]  
 
Open-Box Training of Kernel Support Vector Machines: Opportunities and Limitations
Mohammad Khatami and Thomas Schultz
In proceedings of Vision, Modeling & Visualization, pages 63-72, 2019
[Details]   [Paper]   [Bibtex]  
 
Posture Classification based on a Spine Shape Monitoring System
Icxa Khandelwal, Katharina Stollenwerk, Björn Krüger, and Andreas Weber
In proceedings of Computational Science and Its Applications -- ICCSA 2019, 2019
[Details]   [Paper]   [Bibtex]  
 
Secondary and Exploratory Outcomes of the Subthreshold Nanosecond Laser Intervention Randomized Trial in Age-Related Macular Degeneration: A LEAD Study Report
Zhichao Wu, Chi D. Luu, Lauren A. B. Hodgson, Emily Caruso, Kate H. Brassington, Nicole Tindill, Khin Zaw Aung, Colin A. Harper, Sanjeewa S. Wickremashinghe, Sukhpal S. Sandhu, Myra B. McGuinness, Fred K. Chen, Usha Chakravarthy, Jennifer J. Arnold, Wilson J. Heriot, Shane R. Durkin, Maximilian Wintergerst, Shekoufeh Gorgi Zadeh, Thomas Schultz, Robert Finger, Amy C. Cohn, Elizabeth K. Baglin, Pyrawy Sharangan, and Robyn H. Guymer
In: Ophthalmology Retina (2019)
[Details]   [Bibtex]  
 
SHORE‐based detection and imputation of dropout in diffusion MRI
Alexandra Koch, Andrei Zhukov, Tony Stöcker, Samuel Gröschel, and Thomas Schultz
In: Magnetic Resonance in Medicine (2019), 82:6(2286-2298)
[Details]   [Paper]   [Bibtex]  
 
  
The SYMBIONT Project: Symbolic Methods for Biological Networks
Francois Boulier, Francois Fages, Ovidiu Radulescu, Satya Samal, Andreas Schuppert, Werner M. Seiler, Thomas Sturm, Sebastian Walcher, and Andreas Weber
In: ACM Communications in Computer Algebra (2019), 52:3(67-70)
[Details]   [Bibtex]  
 
  
Urban Scene Labeling Based on Multi-Modal Data Acquired from Aerial Sensor Platforms
Martin Weinmann and Michael Weinmann
In proceedings of Joint Urban Remote Sensing Event (JURSE), 2019
[Details]   [Bibtex]  
 
Using patch-based image synthesis to measure perceptual texture similarity
Rodrigo Martín, Min Xue, Reinhard Klein, Matthias B. Hullin, and Michael Weinmann
In: Computers & Graphics (2019), 81(104-116)
[Details]   [Paper]   [Bibtex]  
 
Zero-Shot Anticipation for Instructional Activities
Fadime Sener and Angela Yao
In: Proceedings of the IEEE International Conference on Computer Vision (2019)(862-871)
[Details]   [Paper]   [Bibtex]  
 
A Calibration Scheme for Non-Line-of-Sight Imaging Setups
Jonathan Klein, Martin Laurenzis, Matthias B. Hullin, and Julian Iseringhausen
arxiv:1912.09923 [eess.IV], Dec. 2019
[Details]   [Paper]   [Bibtex]  
 
Bonn Activity Maps: Dataset Description
Julian Tanke, Oh-Hun Kwon, Patrick Stotko, Radu Alexandru Rosu, Michael Weinmann, Hassan Errami, Sven Behnke, Maren Bennewitz, Reinhard Klein, Andreas Weber, Angela Yao, and Juergen Gall
arXiv:1912.06354, Dec. 2019
[Details]   [Paper]   [Bibtex]  
 
A VR System for Immersive Teleoperation and Live Exploration with a Mobile Robot
Patrick Stotko, Stefan Krumpen, Max Schwarz, Christian Lenz, Sven Behnke, Reinhard Klein, and Michael Weinmann
In proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pages 3630-3637, Nov. 2019
[Details]   [Paper]   [Video]   [Bibtex]  
 
  
Approaches to solve inverse problems for optical sensing around corners
Martin Laurenzis, Jonathan Klein, Emmanuel Bacher, and Stephane Schertzer
In: SPIE Security + Defense: Emerging Imaging and Sensing Technologies (Oct. 2019)
[Details]   [Bibtex]  
 
Efficient 3D Reconstruction and Streaming for Group-Scale Multi-Client Live Telepresence
Patrick Stotko, Stefan Krumpen, Michael Weinmann, and Reinhard Klein
In proceedings of IEEE International Symposium on Mixed and Augmented Reality (ISMAR), pages 19-25, Oct. 2019
[Details]   [Paper]   [Appendix]   [Bibtex]  
 
Trigonometric Moments for Editable Structured Light Range Finding
Sebastian Werner, Julian Iseringhausen, Clara Callenberg, and Matthias B. Hullin
In: Vision, Modeling, and Visualization 2019 (Oct. 2019)
[Details]   [Paper]   [Video]   [Appendix]   [Bibtex]  
 
Real-time Multi-material Reflectance Reconstruction for Large-scale Scenes under Uncontrolled Illumination from RGB-D Image Sequences
Lukas Bode, Sebastian Merzbach, Patrick Stotko, Michael Weinmann, and Reinhard Klein
In proceedings of International Conference on 3D Vision (3DV), IEEE, pages 709-718, Sept. 2019
[Details]   [Paper]   [Appendix]   [Bibtex]  
 
Analyzing Spinal Shape Changes During Posture Training Using a Wearable Device
Katharina Stollenwerk, Jonas Müller, André Hinkenjann, and Björn Krüger
In: Sensors (Aug. 2019)
[Details]   [Paper]   [Bibtex]  
 
stdgpu: Efficient STL-like Data Structures on the GPU
Patrick Stotko
arXiv:1908.05936, Aug. 2019
[Details]   [Paper]   [Software]   [Bibtex]  
 
Learned Fitting of Spatially Varying BRDFs
Sebastian Merzbach, Max Hermann, Martin Rump, and Reinhard Klein
In: Computer Graphics Forum (July 2019), 38:4
[Details]   [Paper]   [Appendix]   [Bibtex]  
 
Neural Appearance Synthesis and Transfer
Holly Rushmeier and Reinhard Klein (Editors)
Ilya Mazlov, Sebastian Merzbach, Elena Trunz, and Reinhard Klein
In proceedings of Workshop on Material Appearance Modeling, The Eurographics Association, July 2019
[Details]   [Bibtex]  
 
Real-time Image-based Lighting of Microfacet BRDFs with Varying Iridescence
Tom Kneiphof, Tim Golla, and Reinhard Klein
In: Computer Graphics Forum (July 2019), 38:4
[Details]   [Bibtex]  
 
Using Moments to Represent Bounded Signals for Spectral Rendering
Christoph Peters, Sebastian Merzbach, Johannes Hanika, and Carsten Dachsbacher
In: ACM Transactions on Graphics (July 2019), 38:4
[Details]   [Bibtex]  
 
Constraint-Based Optimized Human Skeleton Extraction from Single-Depth Camera
Ruotong Li, Weixin Si, Michael Weinmann, and Reinhard Klein
In: Sensors (June 2019), 19(11)(2604)
[Details]   [Paper]   [Bibtex]  
 
  
Content-aware multi-level guidance for interactive instance segmentation
Soumajit Majumder and Angela Yao
In proceedings of Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2019
[Details]   [Bibtex]  
 
Towards Scalable Sharing of Immersive Live Telepresence Experiences Beyond Room-scale based on Efficient Real-time 3D Reconstruction and Streaming
Patrick Stotko, Stefan Krumpen, Reinhard Klein, and Michael Weinmann
In: CVPR Workshop on Computer Vision for Augmented and Virtual Reality (June 2019)
[Details]   [Paper]   [Slides]   [Bibtex]  
 
Automatic reconstruction of fully volumetric 3D building models from oriented point clouds
Sebastian Ochmann, Richard Vock, and Reinhard Klein
In: ISPRS Journal of Photogrammetry and Remote Sensing (May 2019), 151(251-262)
[Details]   [Bibtex]  
 
SLAMCast: Large-Scale, Real-Time 3D Reconstruction and Streaming for Immersive Multi-Client Live Telepresence
Patrick Stotko, Stefan Krumpen, Matthias B. Hullin, Michael Weinmann, and Reinhard Klein
In: IEEE Transactions on Visualization and Computer Graphics (TVCG) (May 2019), 25:5(2102-2112)
[Details]   [Paper]   [Video]   [Appendix]   [Slides]   [Bibtex]  
 
4D-CT-based motion correction of PET images using 3D iterative deconvolution
Lena Thomas, Thomas Schultz, Vesna Prokic, Matthias Guckenberger, Stephanie Tanadini-Lang, Melanie Hohberg, Markus Wild, Alexander Drzezga, and Ralph A. Bundschuh
In: Oncotarget (Apr. 2019), 10:31(2987-2995)
[Details]   [Bibtex]  
 
Albedo estimation for real-time 3D reconstruction using RGB-D and IR data
Patrick Stotko, Michael Weinmann, and Reinhard Klein
In: ISPRS Journal of Photogrammetry and Remote Sensing (P&RS) (Apr. 2019), 150(213-225)
[Details]   [Bibtex]  
 
Fast template matching and pose estimation in 3D point clouds
Richard Vock, Alexander Dieckmann, Sebastian Ochmann, and Reinhard Klein
In: Computers & Graphics (Apr. 2019), 79(36-45)
[Details]   [Bibtex]  
 
Comparing Muscle Activity and Spine Shape in Various Sitting Positions
Erik Peper, Björn Krüger, and Esther Gokhale
Association for Applied Psychophysiology and Biofeedback, Mar. 2019
[Details]   [Paper]   [Bibtex]  
 
Move Your Body: Age Estimation Based on Chest Movement During Normal Walk
Qaiser Riaz, Muhammad Zeeshan Ul Hasnain Hashmi, Muhammad Arslan Hashmi, Muhammad Shahzad, Hassan Errami, and Andreas Weber
In: IEEE Access (Mar. 2019), 7:1(28510-28524)
[Details]   [Bibtex]  
 
Identifying the Parametric Occurrence of Multiple Steady States for some Biological Networks
Russell Bradford, James Davenport, Matthew England, Hassan Errami, Vladimir P. Gerdt, Dima Grigoriev, Charles Hoyt, Marek Kosta, Ovidiu Radulescu, Thomas Sturm, and Andreas Weber
In: Journal of Symbolic Computation, Elsevier (Jan. 2019)
[Details]   [Bibtex]