Stefan Gumhold

Orcid: 0000-0003-2467-5734

Affiliations:
  • TU Dresden, Institute for Software and Multimedia Technology


According to our database1, Stefan Gumhold authored at least 107 papers between 1998 and 2024.

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Bibliography

2024
Robust Reconstruction of the Void Fraction from Noisy Magnetic Flux Density Using Invertible Neural Networks.
Sensors, February, 2024

FusionINN: Invertible Image Fusion for Brain Tumor Monitoring.
CoRR, 2024

An immersive labeling method for large point clouds.
Comput. Graph., 2024

FusionINN: Decomposable Image Fusion for Brain Tumor Monitoring.
Proceedings of the Trustworthy Artificial Intelligence for Healthcare, 2024

Towards Computational Performance Engineering for Unsupervised Concept Drift Detection: Complexities, Benchmarking, Performance Analysis.
Proceedings of the 13th International Conference on Data Science, 2024

Quantile-Based Maximum Likelihood Training for Outlier Detection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Visual analysis of the impact of periodic wakes on the pressure side of a turbine blade.
J. Vis., October, 2023

On-Tube Attribute Visualization for Multivariate Trajectory Data.
IEEE Trans. Vis. Comput. Graph., 2023

Learning to reconstruct the bubble distribution with conductivity maps using Invertible Neural Networks and Error Diffusion.
CoRR, 2023

Computational Performance Aware Benchmarking of Unsupervised Concept Drift Detection.
CoRR, 2023

An Immersive Labeling Method for Large Point Clouds.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2023

Hardware-Agnostic Interactive Exascale In Situ Visualization of Particle-In-Cell Simulations.
Proceedings of the Platform for Advanced Scientific Computing Conference, 2023

Efficient Raycasting of Volumetric Depth Images for Remote Visualization of Large Volumes at High Frame Rates.
Proceedings of the 16th IEEE Pacific Visualization Symposium, 2023

Parallel Compositing of Volumetric Depth Images for Interactive Visualization of Distributed Volumes at High Frame Rates.
Proceedings of the 23rd Eurographics Symposium on Parallel Graphics and Visualization, 2023

Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

TmoTA: Simple, Highly Responsive Tool for Multiple Object Tracking Annotation.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Pearl: Physical Environment based Augmented Reality Lenses for In-Situ Human Movement Analysis.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022
3D Point Set Registration based on Hierarchical Descriptors.
J. WSCG, 2022

Challenging the Universal Representation of Deep Models for 3D Point Cloud Registration.
CoRR, 2022

Content-adaptive generation and parallel compositing of volumetric depth images for responsive visualization of large volume data.
CoRR, 2022

Efficient Raycasting of View-Dependent Piecewise Constant Representations of Volumetric Data.
CoRR, 2022

Understanding multi-modal brain network data: An immersive 3D visualization approach.
Comput. Graph., 2022

Real-Time Visualization of Stream-Based Monitoring Data.
Proceedings of the Runtime Verification - 22nd International Conference, 2022

Glyph-Based Visual Analysis of Q-Leaning Based Action Policy Ensembles on Racetrack.
Proceedings of the 26th International Conference Information Visualisation, 2022

FloodVis: Visualization of Climate Ensemble Flood Projections in Virtual Reality.
Proceedings of the 10th Workshop on Visualisation in Environmental Sciences, 2022

Teaching Distributed and Heterogeneous Robotic Cells.
Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022

Enhancing Fairness of Visual Attribute Predictors.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
Advanced Rendering of Line Data with Ambient Occlusion and Transparency.
IEEE Trans. Vis. Comput. Graph., 2021

InFlow: Robust outlier detection utilizing Normalizing Flows.
CoRR, 2021

Immersive 3D Visualization of Multi-Modal Brain Connectivity.
Proceedings of the 12th International EuroVis Workshop on Visual Analytics, 2021

2020
Analysis of the Near-Wall Flow in a Turbine Cascade by Splat Visualization.
IEEE Trans. Vis. Comput. Graph., 2020

Detection and Visualization of Splat and Antisplat Events in Turbulent Flows.
IEEE Trans. Vis. Comput. Graph., 2020

FuseVis: Interpreting Neural Networks for Image Fusion Using Per-Pixel Saliency Visualization.
Comput., 2020

Partial Matching of Trajectories with Particle Orientation for Exploratory Trajectory Visualization.
Proceedings of the 25th International Symposium on Vision, Modeling and Visualization, 2020

GPU-based Raycasting of Hermite Spline Tubes.
Proceedings of the 31st IEEE Visualization Conference, 2020

Lab Conditions for Research on Explainable Automated Decisions.
Proceedings of the Trustworthy AI - Integrating Learning, Optimization and Reasoning, 2020

An Architecture for Interactive In Situ Visualization and its Transparent Implementation in OpenFPM.
Proceedings of the ISAV@SC 2020: ISAV'20 In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization, 2020

TraceVis: Towards Visualization for Deep Statistical Model Checking.
Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation: Tools and Trends, 2020

Visualisation of Medical Image Fusion and Translation for Accurate Diagnosis of High Grade Gliomas.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
scenery - Flexible Virtual Reality Visualisation on the Java VM.
CoRR, 2019

scenery: Flexible Virtual Reality Visualization on the Java VM.
Proceedings of the 30th IEEE Visualization Conference, 2019

Structural Similarity Based Anatomical and Functional Brain Imaging Fusion.
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019

A Proposed Framework for Interactive Virtual Reality In Situ Visualization of Parallel Numerical Simulations.
Proceedings of the 9th IEEE Symposium on Large Data Analysis and Visualization, 2019

Learning to Think Outside the Box: Wide-Baseline Light Field Depth Estimation with EPI-Shift.
Proceedings of the 2019 International Conference on 3D Vision, 2019

2018
Generalized motorcycle graphs for imperfect quad-dominant meshes.
ACM Trans. Graph., 2018

2016 IEEE Scientific Visualization Contest Winner: Visual and Structural Analysis of Point-based Simulation Ensembles.
IEEE Computer Graphics and Applications, 2018

Fast Mapping of the Eloquent Cortex by Learning L2 Penalties.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

DebugAR: Mixed Dimensional Displays for Immersive Debugging of Distributed Systems.
Proceedings of the Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017
Field-aligned online surface reconstruction.
ACM Trans. Graph., 2017

Towards Globally Optimal Normal Orientations for Large Point Clouds.
Comput. Graph. Forum, 2017

Chamber Recognition in Cave Data Sets.
Comput. Graph. Forum, 2017

Temporal Focus+Context for Clusters in Particle Data.
Proceedings of the 22nd International Symposium on Vision, Modeling, and Visualization, 2017

Global Hypothesis Generation for 6D Object Pose Estimation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

DSAC - Differentiable RANSAC for Camera Localization.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
In situ, steerable, hardware-independent and data-structure agnostic visualization with ISAAC.
Supercomput. Front. Innov., 2016

Enhancing Scatterplots with Multi-Dimensional Focal Blur.
Comput. Graph. Forum, 2016

Visualization of Scanned Cave Data with Global Illumination.
Proceedings of the 4th Workshop on Visualisation in Environmental Sciences, 2016

Uncertainty-Driven 6D Pose Estimation of Objects and Scenes from a Single RGB Image.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Visualization of Particle-based Data with Transparency and Ambient Occlusion.
Comput. Graph. Forum, 2015

Real-Time Visualization of Urban Flood Simulation Data for Non-Professionals.
Proceedings of the 3rd Workshop on Visualisation in Environmental Sciences, 2015

Wifbs: A Web-Based Image Feature Benchmark System.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Pose Estimation of Kinematic Chain Instances via Object Coordinate Regression.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Visual Analysis of Trajectories in Multi-Dimensional State Spaces.
Comput. Graph. Forum, 2014

Visualizing time-dependent key performance indicator in a graph-based analysis.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

Learning 6D Object Pose Estimation Using 3D Object Coordinates.
Proceedings of the Computer Vision - ECCV 2014, 2014

6-DOF Model Based Tracking via Object Coordinate Regression.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Feature propagation on image webs for enhanced image retrieval.
Proceedings of the International Conference on Multimedia Retrieval, 2013

2012
QTImeets3D - e-Assessment im dreidimensionalen Raum.
Proceedings of the DeLFI 2012, 2012

2011
Diffusion-Based Snow Cover Generation.
Comput. Graph. Forum, 2011

Directed image search with local parallel feature axes.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Sum-of-Superellipses - A Low Parameter Model for Amplitude Spectra of Natural Images.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

2010
Visuelle Analytik biologischer Daten.
Inform. Spektrum, 2010

Parallel Generalized Thresholding Scheme for Live Dense Geometry from a Handheld Camera.
Proceedings of the Trends and Topics in Computer Vision, 2010

Real-Time Dense Geometry from a Handheld Camera.
Proceedings of the Pattern Recognition, 2010

2009
Consistent Propagation of Normal Orientations in Point Clouds.
Proceedings of the 14th International Workshop on Vision, Modeling, and Visualization, 2009

A Geometric Algorithm for Snow Distribution in Virtual Scenes.
Proceedings of the Eurographics Workshop on Natural Phenomena, 2009

2008
Image-based motion compensation for structured light scanning of dynamic surfaces.
Int. J. Intell. Syst. Technol. Appl., 2008

2006
Streaming compression of tetrahedral volume meshes.
Proceedings of the Graphics Interface 2006 Conference, June 7-9, 2006, Quebec, Canada, 2006

2005
Mesh segmentation driven by Gaussian curvature.
Vis. Comput., 2005

Truly selective polygonal mesh hierarchies with error control.
Comput. Aided Geom. Des., 2005

Visualization with stylized line primitives.
Proceedings of the 16th IEEE Visualization Conference, 2005

Optimizing markov models with applications to triangular connectivity coding.
Proceedings of the Sixteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2005

Predictive point-cloud compression.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2005

Geometry prediction for high degree polygons.
Proceedings of the Spring Conference on Computer Graphics, 2005

2004
Introduction to situation and task awareness computing.
Comput. Graph., 2004

Hierarchical Shape-Adaptive Quantization for Geometry Compression.
Proceedings of the 9th International Fall Workshop on Vision, Modeling, and Visualization, 2004

2003
Out-of-core compression for gigantic polygon meshes.
ACM Trans. Graph., 2003

Intersection Free Simplification.
Int. J. Shape Model., 2003

Splatting Illuminated Ellipsoids with Depth Correction.
Proceedings of the 8th International Fall Workshop on Vision, Modeling, and Visualization, 2003

Large Mesh Simplification using Processing Sequences.
Proceedings of the 14th IEEE Visualization Conference, 2003

Higher Order Prediction for Geometry Compression.
Proceedings of the 2003 International Conference on Shape Modeling and Applications (SMI 2003), 2003

Generalization of the Kantorovich Method of Dimensional Reduction.
Proceedings of the 12th International Meshing Roundtable, 2003

Meshing of Diffusion Surfaces for Point-Based Tensor Field Visualization.
Proceedings of the 12th International Meshing Roundtable, 2003

2002
Connectivity Coding: New Perspectives for Mesh Compression (Connectivity Coding: Neue Perspektiven für die Kompression von Dreiecksnetzen).
Informationstechnik Tech. Inform., 2002

Interactive Visualization of Volumetric Vector Fields Using Texture Based Particles.
Proceedings of the 10-th International Conference in Central Europe on Computer Graphics, 2002

Maximum Entropy Light Source Placement.
Proceedings of the 13th IEEE Visualization Conference, 2002

Simplification and Compression of 3D Meshes.
Proceedings of the Tutorials on Multiresolution in Geometric Modelling, 2002

2001
Connectivity Shapes.
Proceedings of the 12th IEEE Visualization Conference, 2001

Feature Extraction From Point Clouds.
Proceedings of the 10th International Meshing Roundtable, 2001

The connectivity shapes video.
Proceedings of the Seventeenth Annual Symposium on Computational Geometry, 2001

2000
Mesh compression.
PhD thesis, 2000

1999
Tetrahedral Mesh Compression with the Cut-Border Machine.
Proceedings of the 10th IEEE Visualization Conference, 1999

Multiresolution Rendering With Displacement Mapping.
Proceedings of the 1999 ACM SIGGRAPH/EUROGRAPHICS Workshop on Graphics Hardware, 1999

1998
Data Compression of Multiresolution Surfaces.
Proceedings of the Visualization in Scientific Computing '98, 1998

Real Time Compression of Triangle Mesh Connectivity.
Proceedings of the 25th Annual Conference on Computer Graphics and Interactive Techniques, 1998


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