Stefan Gumhold

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 71

Top Venues

CoRR

Comput. Graph. Forum

CVPR

IEEE Trans. Vis. Comput. Graph.

University of Tübingen, Germany (PHD)

Education History

University of Tübingen, Germany

PHD

Publications

Nishant Kumar, Lukas Krause, Thomas Wondrak, Sven Eckert, Kerstin Eckert, Stefan Gumhold
Robust Reconstruction of the Void Fraction from Noisy Magnetic Flux Density Using Invertible Neural Networks. Sensors 24 (4) (2024)
Nishant Kumar, Ziyan Tao, Jaikirat Singh, Yang Li, Peiwen Sun, Binghui Zhao, Stefan Gumhold
FusionINN: Invertible Image Fusion for Brain Tumor Monitoring. CoRR (2024)
Nishant Kumar, Ziyan Tao, Jaikirat Singh, Yang Li, Peiwen Sun, Binghui Zhao, Stefan Gumhold
FusionINN: Decomposable Image Fusion for Brain Tumor Monitoring. TAI4H (2024)
Masoud Taghikhah, Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
Quantile-Based Maximum Likelihood Training for Outlier Detection. AAAI (2024)
Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection. CVPR (2023)
Benjamin Russig, David Graß, Raimund Dachselt, Stefan Gumhold
On-Tube Attribute Visualization for Multivariate Trajectory Data. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Masoud Taghikhah, Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
Quantile-based Maximum Likelihood Training for Outlier Detection. CoRR (2023)
Felix Meyer, Benjamín Hernández, Richard Pausch, René Widera, David Groß, Sergei I. Bastrakov, Axel Huebl, Guido Juckeland, Jeffrey Kelling, Matt Leinhauser, David Rogers, Ulrich Schramm, Klaus Steiniger, Stefan Gumhold, Jeff Young, Michael Bussmann, Sunita Chandrasekaran, Alexander Debus
Hardware-Agnostic Interactive Exascale In Situ Visualization of Particle-In-Cell Simulations. PASC (2023)
Aryaman Gupta, Pietro Incardona, Anton Brock, Guido Reina, Steffen Frey, Stefan Gumhold, Ulrik Günther, Ivo F. Sbalzarini
Parallel Compositing of Volumetric Depth Images for Interactive Visualization of Distributed Volumes at High Frame Rates. EGPGV@EuroVis (2023)
Tianfang Lin, Zhongyuan Yu, Nico Volkens, Matthew McGinity, Stefan Gumhold
An Immersive Labeling Method for Large Point Clouds. VRW (2023)
Baldwin Nsonga, Jordi Ventosa-Molina, Denis Koschichow, Jochen Fröhlich, Stefan Gumhold, Gerik Scheuermann
Visual analysis of the impact of periodic wakes on the pressure side of a turbine blade. J. Vis. 26 (5) (2023)
Elias Werner, Nishant Kumar, Sunna Torge, Matthias Lieber, Arunima Raj, Stefan Gumhold, Wolfgang E. Nagel
Computational Performance Aware Benchmarking of Unsupervised Concept Drift Detection. CoRR (2023)
Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection. CoRR (2023)
Marzan Tasnim Oyshi, Sebastian Vogt, Stefan Gumhold
TmoTA: Simple, Highly Responsive Tool for Multiple Object Tracking Annotation. CHI (2023)
Aryaman Gupta, Ulrik Günther, Pietro Incardona, Guido Reina, Steffen Frey, Stefan Gumhold, Ivo F. Sbalzarini
Efficient Raycasting of Volumetric Depth Images for Remote Visualization of Large Volumes at High Frame Rates. PacificVis (2023)
Weizhou Luo, Zhongyuan Yu, Rufat Rzayev, Marc Satkowski, Stefan Gumhold, Matthew McGinity, Raimund Dachselt
Pearl: Physical Environment based Augmented Reality Lenses for In-Situ Human Movement Analysis. CHI (2023)
Nishant Kumar, Lukas Krause, Thomas Wondrak, Sven Eckert, Kerstin Eckert, Stefan Gumhold
Learning to reconstruct the bubble distribution with conductivity maps using Invertible Neural Networks and Error Diffusion. CoRR (2023)
Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold
Enhancing Fairness of Visual Attribute Predictors. ACCV (6) (2022)
David Groß, Michaela Klauck, Timo P. Gros, Marcel Steinmetz, Jörg Hoffmann, Stefan Gumhold
Glyph-Based Visual Analysis of Q-Leaning Based Action Policy Ensembles on Racetrack. IV (2022)
Jan Baumeister, Bernd Finkbeiner, Stefan Gumhold, Malte Schledjewski
Real-time Visualization of Stream-based Monitoring Data. CoRR (2022)
Marzan Tasnim Oyshi, Verena Maleska, Jochen Schanze, Franziskus Bormann, Raimund Dachselt, Stefan Gumhold
FloodVis: Visualization of Climate Ensemble Flood Projections in Virtual Reality. EnvirVis@EuroVis (2022)
Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold
Enhancing Fairness of Visual Attribute Predictors. CoRR (2022)
Johannes Mey, Sebastian Ebert, Tianfang Lin, Giang T. Nguyen, Stefan Gumhold, Uwe Aßmann
Teaching Distributed and Heterogeneous Robotic Cells. CCNC (2022)
Britta Pester, Benjamin Russig, Oliver Winke, Carolin Ligges, Raimund Dachselt, Stefan Gumhold
Understanding multi-modal brain network data: An immersive 3D visualization approach. Comput. Graph. 106 (2022)
Jan Baumeister, Bernd Finkbeiner, Stefan Gumhold, Malte Schledjewski
Real-Time Visualization of Stream-Based Monitoring Data. RV (2022)
Somnath Dutta, Benjamin Russig, Stefan Gumhold
3D Point Set Registration based on Hierarchical Descriptors. J. WSCG 30 (1-2) (2022)
Aryaman Gupta, Pietro Incardona, Paul Hunt, Guido Reina, Steffen Frey, Stefan Gumhold, Ulrik Günther, Ivo F. Sbalzarini
Content-adaptive generation and parallel compositing of volumetric depth images for responsive visualization of large volume data. CoRR (2022)
Aryaman Gupta, Ulrik Günther, Pietro Incardona, Guido Reina, Steffen Frey, Stefan Gumhold, Ivo F. Sbalzarini
Efficient Raycasting of View-Dependent Piecewise Constant Representations of Volumetric Data. CoRR (2022)
David Bojanic, Kristijan Bartol, Josep Forest, Stefan Gumhold, Tomislav Petkovic, Tomislav Pribanic
Challenging the Universal Representation of Deep Models for 3D Point Cloud Registration. CoRR (2022)
Nishant Kumar, Pia Hanfeld, Michael Hecht, Michael Bussmann, Stefan Gumhold, Nico Hoffmann
InFlow: Robust outlier detection utilizing Normalizing Flows. CoRR (2021)
Britta Pester, Oliver Winke, Carolin Ligges, Raimund Dachselt, Stefan Gumhold
Immersive 3D Visualization of Multi-Modal Brain Connectivity. EuroVA@EuroVis (2021)
David Groß, Stefan Gumhold
Advanced Rendering of Line Data with Ambient Occlusion and Transparency. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Nishant Kumar, Stefan Gumhold
FuseVis: Interpreting Neural Networks for Image Fusion Using Per-Pixel Saliency Visualization. Comput. 9 (4) (2020)
Baldwin Nsonga, Gerik Scheuermann, Stefan Gumhold, Jordi Ventosa-Molina, Denis Koschichow, Jochen Fröhlich
Analysis of the Near-Wall Flow in a Turbine Cascade by Splat Visualization. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Nishant Kumar, Nico Hoffmann, Matthias Kirsch, Stefan Gumhold
Visualisation of Medical Image Fusion and Translation for Accurate Diagnosis of High Grade Gliomas. ISBI (2020)
Aritra Bhowmik, Stefan Gumhold, Carsten Rother, Eric Brachmann
Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task. CVPR (2020)
Timo P. Gros, David Groß, Stefan Gumhold, Jörg Hoffmann, Michaela Klauck, Marcel Steinmetz
TraceVis: Towards Visualization for Deep Statistical Model Checking. ISoLA (4) (2020)
Nishant Kumar, Stefan Gumhold
FuseVis: Interpreting neural networks for image fusion using per-pixel saliency visualization. CoRR (2020)
Nishant Kumar, Nico Hoffmann, Matthias Kirsch, Stefan Gumhold
Visualisation of Medical Image Fusion and Translation for Accurate Diagnosis of High Grade Gliomas. CoRR (2020)
Aryaman Gupta, Pietro Incardona, Ata Deniz Aydin, Stefan Gumhold, Ulrik Günther, Ivo F. Sbalzarini
An Architecture for Interactive In Situ Visualization and its Transparent Implementation in OpenFPM. ISAV@SC (2020)
Benjamin Russig, Mirco Salm, Stefan Gumhold
GPU-based Raycasting of Hermite Spline Tubes. IEEE VIS (Short Papers) (2020)
Baldwin Nsonga, Martin Niemann, Jochen Fröhlich, Joachim Staib, Stefan Gumhold, Gerik Scheuermann
Detection and Visualization of Splat and Antisplat Events in Turbulent Flows. IEEE Trans. Vis. Comput. Graph. 26 (11) (2020)
Christel Baier, Maria Christakis, Timo P. Gros, David Groß, Stefan Gumhold, Holger Hermanns, Jörg Hoffmann, Michaela Klauck
Lab Conditions for Research on Explainable Automated Decisions. TAILOR (2020)
Franziska Kahlert, Stefan Gumhold
Partial Matching of Trajectories with Particle Orientation for Exploratory Trajectory Visualization. VMV (2020)
Nishant Kumar, Nico Hoffmann, Martin Oelschlägel, Edmund Koch, Matthias Kirsch, Stefan Gumhold
Structural Similarity Based Anatomical and Functional Brain Imaging Fusion. MBIA/MFCA@MICCAI (2019)
Aryaman Gupta, Ulrik Günther, Pietro Incardona, Ata Deniz Aydin, Raimund Dachselt, Stefan Gumhold, Ivo F. Sbalzarini
A Proposed Framework for Interactive Virtual Reality In Situ Visualization of Parallel Numerical Simulations. LDAV (2019)
Ulrik Günther, Tobias Pietzsch, Aryaman Gupta, Kyle I. S. Harrington, Pavel Tomancak, Stefan Gumhold, Ivo F. Sbalzarini
scenery - Flexible Virtual Reality Visualisation on the Java VM. CoRR (2019)
Nishant Kumar, Nico Hoffmann, Martin Oelschlägel, Edmund Koch, Matthias Kirsch, Stefan Gumhold
Structural Similarity based Anatomical and Functional Brain Imaging Fusion. CoRR (2019)
Aryaman Gupta, Ulrik Günther, Pietro Incardona, Ata Deniz Aydin, Raimund Dachselt, Stefan Gumhold, Ivo F. Sbalzarini
A Proposed Framework for Interactive Virtual Reality In Situ Visualization of Parallel Numerical Simulations. CoRR (2019)
Titus Leistner, Hendrik Schilling, Radek Mackowiak, Stefan Gumhold, Carsten Rother
Learning to Think Outside the Box: Wide-Baseline Light Field Depth Estimation with EPI-Shift. CoRR (2019)
Ulrik Günther, Tobias Pietzsch, Aryaman Gupta, Kyle I. S. Harrington, Pavel Tomancak, Stefan Gumhold, Ivo F. Sbalzarini
scenery: Flexible Virtual Reality Visualization on the Java VM. IEEE VIS (Short Papers) (2019)
Titus Leistner, Hendrik Schilling, Radek Mackowiak, Stefan Gumhold, Carsten Rother
Learning to Think Outside the Box: Wide-Baseline Light Field Depth Estimation with EPI-Shift. 3DV (2019)
Aritra Bhowmik, Stefan Gumhold, Carsten Rother, Eric Brachmann
Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task. CoRR (2019)
Baldwin Nsonga, Gerik Scheuermann, Stefan Gumhold, Jordi Ventosa-Molina, Denis Koschichow, Jochen Fröhlich
Analysis of the Near-Wall Flow in a Turbine Cascade by Splat Visualization. CoRR (2019)
Nico Schertler, Daniele Panozzo, Stefan Gumhold, Marco Tarini
Generalized motorcycle graphs for imperfect quad-dominant meshes. ACM Trans. Graph. 37 (4) (2018)
Patrick Gralka, Sebastian Grottel, Joachim Staib, Karsten Schatz, Grzegorz Karol Karch, Manuel Hirschler, Michael Krone, Guido Reina, Stefan Gumhold, Thomas Ertl
2016 IEEE Scientific Visualization Contest Winner: Visual and Structural Analysis of Point-based Simulation Ensembles. IEEE Computer Graphics and Applications 38 (3) (2018)
Nico Hoffmann, Uwe Petersohn, Gabriele Schackert, Edmund Koch, Stefan Gumhold, Matthias Kirsch
Fast Mapping of the Eloquent Cortex by Learning L2 Penalties. MICCAI (3) (2018)
Patrick Reipschläger, Burcu Kulahcioglu Ozkan, Aman Shankar Mathur, Stefan Gumhold, Rupak Majumdar, Raimund Dachselt
DebugAR: Mixed Dimensional Displays for Immersive Debugging of Distributed Systems. CHI Extended Abstracts (2018)
Frank Michel, Alexander Kirillov, Eric Brachmann, Alexander Krull, Stefan Gumhold, Bogdan Savchynskyy, Carsten Rother
Global Hypothesis Generation for 6D Object Pose Estimation. CVPR (2017)
Nico Schertler, Bogdan Savchynskyy, Stefan Gumhold
Towards Globally Optimal Normal Orientations for Large Point Clouds. Comput. Graph. Forum 36 (1) (2017)
Nico Schertler, Marco Tarini, Wenzel Jakob, Misha Kazhdan, Stefan Gumhold, Daniele Panozzo
Field-aligned online surface reconstruction. ACM Trans. Graph. 36 (4) (2017)
Nico Schertler, Manfred F. Buchroithner, Stefan Gumhold
Chamber Recognition in Cave Data Sets. Comput. Graph. Forum 36 (2) (2017)
Joachim Staib, Sebastian Grottel, Stefan Gumhold
Temporal Focus+Context for Clusters in Particle Data. VMV (2017)
Eric Brachmann, Alexander Krull, Sebastian Nowozin, Jamie Shotton, Frank Michel, Stefan Gumhold, Carsten Rother
DSAC - Differentiable RANSAC for Camera Localization. CVPR (2017)
Alexander Matthes, Axel Huebl, René Widera, Sebastian Grottel, Stefan Gumhold, Michael Bussmann
In situ, steerable, hardware-independent and data-structure agnostic visualization with ISAAC. Supercomput. Front. Innov. 3 (4) (2016)
Joachim Staib, Sebastian Grottel, Stefan Gumhold
Enhancing Scatterplots with Multi-Dimensional Focal Blur. Comput. Graph. Forum 35 (3) (2016)
Nico Schertler, Mirko Salm, Joachim Staib, Stefan Gumhold
Visualization of Scanned Cave Data with Global Illumination. EnvirVis@EuroVis (2016)
Eric Brachmann, Alexander Krull, Sebastian Nowozin, Jamie Shotton, Frank Michel, Stefan Gumhold, Carsten Rother
DSAC - Differentiable RANSAC for Camera Localization. CoRR (2016)
Frank Michel, Alexander Kirillov, Eric Brachmann, Alexander Krull, Stefan Gumhold, Bogdan Savchynskyy, Carsten Rother
Global Hypothesis Generation for 6D Object Pose Estimation. CoRR (2016)
Alexander Matthes, Axel Huebl, René Widera, Sebastian Grottel, Stefan Gumhold, Michael Bussmann
In situ, steerable, hardware-independent and data-structure agnostic visualization with ISAAC. CoRR (2016)
Eric Brachmann, Frank Michel, Alexander Krull, Michael Ying Yang, Stefan Gumhold, Carsten Rother
Uncertainty-Driven 6D Pose Estimation of Objects and Scenes from a Single RGB Image. CVPR (2016)
Alexander Krull, Eric Brachmann, Frank Michel, Michael Ying Yang, Stefan Gumhold, Carsten Rother
Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images. ICCV (2015)
Frank Michel, Alexander Krull, Eric Brachmann, Michael Ying Yang, Stefan Gumhold, Carsten Rother
Pose Estimation of Kinematic Chain Instances via Object Coordinate Regression. BMVC (2015)
Marcel Spehr, Sebastian Grottel, Stefan Gumhold
Wifbs: A Web-Based Image Feature Benchmark System. MMM (2) (2015)
Alexander Krull, Eric Brachmann, Frank Michel, Michael Ying Yang, Stefan Gumhold, Carsten Rother
Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images. CoRR (2015)
Joachim Staib, Sebastian Grottel, Stefan Gumhold
Visualization of Particle-based Data with Transparency and Ambient Occlusion. Comput. Graph. Forum 34 (3) (2015)
Sebastian Grottel, Joachim Staib, Torsten Heyer, Benjamin Vetter, Stefan Gumhold
Real-Time Visualization of Urban Flood Simulation Data for Non-Professionals. EnvirVis@EuroVis (2015)
Sebastian Grottel, Julian Heinrich, Daniel Weiskopf, Stefan Gumhold
Visual Analysis of Trajectories in Multi-Dimensional State Spaces. Comput. Graph. Forum 33 (6) (2014)
Eric Brachmann, Alexander Krull, Frank Michel, Stefan Gumhold, Jamie Shotton, Carsten Rother
Learning 6D Object Pose Estimation Using 3D Object Coordinates. ECCV (2) (2014)
Stefan Hesse, Marcel Spehr, Stefan Gumhold, Rainer Groh
Visualizing time-dependent key performance indicator in a graph-based analysis. ETFA (2014)
Alexander Krull, Frank Michel, Eric Brachmann, Stefan Gumhold, Stephan Ihrke, Carsten Rother
6-DOF Model Based Tracking via Object Coordinate Regression. ACCV (4) (2014)
Eric Brachmann, Marcel Spehr, Stefan Gumhold
Feature propagation on image webs for enhanced image retrieval. ICMR (2013)
Andreas Stahl, Stefan Gumhold
QTImeets3D - e-Assessment im dreidimensionalen Raum. DeLFI (2012)
Stefan Gumhold, Marcel Spehr
Directed image search with local parallel feature axes. ICME (2011)
Niels von Festenberg, Stefan Gumhold
Diffusion-Based Snow Cover Generation. Comput. Graph. Forum 30 (6) (2011)
Marcel Spehr, Stefan Gumhold, Roland W. Fleming
Sum-of-Superellipses - A Low Parameter Model for Amplitude Spectra of Natural Images. ICIAP (1) (2011)
Jan Stühmer, Stefan Gumhold, Daniel Cremers
Real-Time Dense Geometry from a Handheld Camera. DAGM-Symposium (2010)
Kay Nieselt, Michael Kaufmann, Andreas Gerasch, Hans-Peter Lenhof, Marcel Spehr, Stefan Hesse, Stefan Gumhold
Visuelle Analytik biologischer Daten. Inform. Spektrum 33 (6) (2010)
Jan Stühmer, Stefan Gumhold, Daniel Cremers
Parallel Generalized Thresholding Scheme for Live Dense Geometry from a Handheld Camera. ECCV Workshops (1) (2010)
Niels von Festenberg, Stefan Gumhold
A Geometric Algorithm for Snow Distribution in Virtual Scenes. NPH (2009)
Sören König, Stefan Gumhold
Consistent Propagation of Normal Orientations in Point Clouds. VMV (2009)
Sören König, Stefan Gumhold
Image-based motion compensation for structured light scanning of dynamic surfaces. Int. J. Intell. Syst. Technol. Appl. 5 (3/4) (2008)
Stefan Gumhold, Sören König
Image-Based Motion Compensation for Structured Light Scanning of Dynamic Surfaces. Visual Computing - Convergence of Computer Graphics and Computer Vision (2007)
Martin Isenburg, Peter Lindstrom, Stefan Gumhold, Jonathan Richard Shewchuk
Streaming compression of tetrahedral volume meshes. Graphics Interface (2006)
Stefan Gumhold
Truly selective polygonal mesh hierarchies with error control. Comput. Aided Geom. Des. 22 (5) (2005)
Stefan Gumhold, Zachi Kami, Martin Isenburg, Hans-Peter Seidel
Predictive point-cloud compression. SIGGRAPH Sketches (2005)
Martin Isenburg, Ioannis P. Ivrissimtzis, Stefan Gumhold, Hans-Peter Seidel
Geometry prediction for high degree polygons. SCCG (2005)
Hitoshi Yamauchi, Stefan Gumhold, Rhaleb Zayer, Hans-Peter Seidel
Mesh segmentation driven by Gaussian curvature. Vis. Comput. 21 (8-10) (2005)
Stefan Gumhold
Optimizing markov models with applications to triangular connectivity coding. SODA (2005)
Carsten Stoll, Stefan Gumhold, Hans-Peter Seidel
Visualization with stylized line primitives. IEEE Visualization (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stefan Gumhold