Timo Ropinski

Orcid: 0000-0002-7857-5512

Affiliations:
  • University of Ulm, Germany
  • University of Münster, Germany


According to our database1, Timo Ropinski authored at least 173 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Evaluating Text-to-Image Synthesis: Survey and Taxonomy of Image Quality Metrics.
CoRR, 2024

Attention-Guided Masked Autoencoders For Learning Image Representations.
CoRR, 2024

Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships.
CoRR, 2024

SGRec3D: Self-Supervised 3D Scene Graph Learning via Object-Level Scene Reconstruction.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Abstract: Self-supervised Pre-training for Dealing with Small Datasets in Deep Learning for Medical Imaging - Evaluation of Contrastive and Masked Autoencoder Methods.
Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

2023
Out of the Plane: Flower versus Star Glyphs to Support High-Dimensional Exploration in Two-Dimensional Embeddings.
IEEE Trans. Vis. Comput. Graph., December, 2023

A3GC-IP: Attention-oriented adjacency adaptive recurrent graph convolutions for human pose estimation from sparse inertial measurements.
Comput. Graph., December, 2023

Finding Nano-Ötzi: Cryo-Electron Tomography Visualization Guided by Learned Segmentation.
IEEE Trans. Vis. Comput. Graph., October, 2023

exploRNN: teaching recurrent neural networks through visual exploration.
Vis. Comput., September, 2023

Editorial: Guest Editors' Introduction: Special Section on IEEE PacificVis 2023.
IEEE Trans. Vis. Comput. Graph., June, 2023

Lang3DSG: Language-based contrastive pre-training for 3D Scene Graph prediction.
CoRR, 2023

Spatially Guiding Unsupervised Semantic Segmentation Through Depth-Informed Feature Distillation and Sampling.
CoRR, 2023

Leveraging Self-Supervised Vision Transformers for Neural Transfer Function Design.
CoRR, 2023

Dealing with Small Datasets for Deep Learning in Medical Imaging: An Evaluation of Self-Supervised Pre-Training on CT Scans Comparing Contrastive and Masked Autoencoder Methods for Convolutional Models.
CoRR, 2023

ClusterNet: A Perception-Based Clustering Model for Scattered Data.
CoRR, 2023

LLMMaps - A Visual Metaphor for Stratified Evaluation of Large Language Models.
CoRR, 2023

Weakly-Supervised Optical Flow Estimation for Time-of-Flight.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022
Guest Editors' Introduction: Special Section on IEEE PacificVis 2022.
IEEE Trans. Vis. Comput. Graph., 2022

AutoTherm: A Dataset and Ablation Study for Thermal Comfort Prediction in Vehicles.
CoRR, 2022

Monocular Depth Estimation for Semi-Transparent Volume Renderings.
CoRR, 2022

Neural Activation Patterns (NAPs): Visual Explainability of Learned Concepts.
CoRR, 2022

Contrastive Representation Learning for 3D Protein Structures.
CoRR, 2022

Differentiable Electron Microscopy Simulation: Methods and Applications for Visualization.
CoRR, 2022

Visual Identification of Problematic Bias in Large Label Spaces.
CoRR, 2022

Learning Human Viewpoint Preferences from Sparsely Annotated Models.
Comput. Graph. Forum, 2022

Where did my Lines go? Visualizing Missing Data in Parallel Coordinates.
Comput. Graph. Forum, 2022

Gaussian Mixture Convolution Networks.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Variance-Aware Weight Initialization for Point Convolutional Neural Networks.
Proceedings of the Computer Vision - ECCV 2022, 2022

RADU: Ray-Aligned Depth Update Convolutions for ToF Data Denoising.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Clean Implicit 3D Structure from Noisy 2D STEM Images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Void Space Surfaces to Convey Depth in Vessel Visualizations.
IEEE Trans. Vis. Comput. Graph., 2021

Deep Volumetric Ambient Occlusion.
IEEE Trans. Vis. Comput. Graph., 2021

Net2Vis - A Visual Grammar for Automatically Generating Publication-Tailored CNN Architecture Visualizations.
IEEE Trans. Vis. Comput. Graph., 2021

Data-driven deep density estimation.
Neural Comput. Appl., 2021

Human Pose Estimation from Sparse Inertial Measurements through Recurrent Graph Convolution.
CoRR, 2021

Enabling Viewpoint Learning through Dynamic Label Generation.
Comput. Graph. Forum, 2021

Blue Noise Plots.
Comput. Graph. Forum, 2021

A perceptually optimised bivariate visualisation scheme for high-dimensional fold-change data.
Adv. Data Anal. Classif., 2021

Intrinsic-Extrinsic Convolution and Pooling for Learning on 3D Protein Structures.
Proceedings of the 9th International Conference on Learning Representations, 2021

2020
Inviwo - A Visualization System with Usage Abstraction Levels.
IEEE Trans. Vis. Comput. Graph., 2020

Formalizing Biological and Medical Visualization (NII Shonan Meeting 167).
NII Shonan Meet. Rep., 2020

An environment for sustainable research software in Germany and beyond: current state, open challenges, and call for action.
F1000Research, 2020

exploRNN: Understanding Recurrent Neural Networks through Visual Exploration.
CoRR, 2020

ProteiNN: Intrinsic-Extrinsic Convolution and Pooling for Scalable Deep Protein Analysis.
CoRR, 2020

An Environment for Sustainable Research Software in Germany and Beyond: Current State, Open Challenges, and Call for Action.
CoRR, 2020

Interactive Subsurface Scattering for Materials With High Scattering Distances.
Comput. Graph. Forum, 2020

Classifier-Guided Visual Correction of Noisy Labels for Image Classification Tasks.
Comput. Graph. Forum, 2020

The moving target of visualization software for an increasingly complex world.
Comput. Graph., 2020

On the perceptual influence of shape overlap on data-comparison using scatterplots .
Comput. Graph., 2020

Real-Time Visualization of 3D Amyloid-Beta Fibrils from 2D Cryo-EM Density Maps.
Proceedings of the 10th Eurographics Workshop on Visual Computing for Biology and Medicine, 2020

Classifying the Classifier: Dissecting the Weight Space of Neural Networks.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019
Visualization of Large Molecular Trajectories.
IEEE Trans. Vis. Comput. Graph., 2019

A Model of Spatial Directness in Interactive Visualization.
IEEE Trans. Vis. Comput. Graph., 2019

Multi-Resolution Rendering for Computationally Expensive Lighting Effects.
J. WSCG, 2019

Training Object Detectors on Synthetic Images Containing Reflecting Materials.
CoRR, 2019

Net2Vis: Transforming Deep Convolutional Networks into Publication-Ready Visualizations.
CoRR, 2019

Deep-learning the Latent Space of Light Transport.
Comput. Graph. Forum, 2019

Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018
Decision Graph Embedding for High-Resolution Manometry Diagnosis.
IEEE Trans. Vis. Comput. Graph., 2018

Monte Carlo convolution for learning on non-uniformly sampled point clouds.
ACM Trans. Graph., 2018

Training De-Confusion: An Interactive, Network-Supported Visual Analysis System for Resolving Errors in Image Classification Training Data.
CoRR, 2018

A Survey of Flattening-Based Medical Visualization Techniques.
Comput. Graph. Forum, 2018

Visually Supporting Multiple Needle Placement in Irreversible Electroporation Interventions.
Comput. Graph. Forum, 2018

A General Illumination Model for Molecular Visualization.
Comput. Graph. Forum, 2018

Single-image Tomography: 3D Volumes from 2D Cranial X-Rays.
Comput. Graph. Forum, 2018

Quantitative and Qualitative Analysis of the Perception of Semi-Transparent Structures in Direct Volume Rendering.
Comput. Graph. Forum, 2018

A Critical Analysis of the Evaluation Practice in Medical Visualization.
Proceedings of the 8th Eurographics Workshop on Visual Computing for Biology and Medicine, 2018

Improving Perception of Molecular Surface Visualizations by Incorporating Translucency Effects.
Proceedings of the 8th Eurographics Workshop on Visual Computing for Biology and Medicine, 2018

2017
Interactive GPU-based generation of solvent-excluded surfaces.
Vis. Comput., 2017

An experimental study on the effects of shading in 3D perception of volumetric models.
Vis. Comput., 2017

Physics-Based Visual Characterization of Molecular Interaction Forces.
IEEE Trans. Vis. Comput. Graph., 2017

Visual Analysis of Stochastic Trajectory Ensembles in Organic Solar Cell Design.
Informatics, 2017

Single-image Tomography: 3D Volumes from 2D X-Rays.
CoRR, 2017

Spatial Adjacency Maps for Translucency Simulation under General Illumination.
Comput. Graph. Forum, 2017

A Visualization-Based Analysis System for Urban Search & Rescue Mission Planning Support.
Comput. Graph. Forum, 2017

Protein Tunnel Reprojection for Physico-Chemical Property Analysis.
Proceedings of the VCBM 17: Eurographics Workshop on Visual Computing for Biology and Medicine, 2017

Evaluating the Influence of Stereoscopy on Cluster Perception in Scatterplots.
Proceedings of SIGRAD 2017, August 17-18, 2017 Norrköping, Sweden, 2017

2016
Real-Time Molecular Visualization Supporting Diffuse Interreflections and Ambient Occlusion.
IEEE Trans. Vis. Comput. Graph., 2016

A Comparative Study of Mipmapping Techniques for Interactive Volume Visualization.
J. WSCG, 2016

A Survey of Perceptually Motivated 3D Visualization of Medical Image Data.
Comput. Graph. Forum, 2016

Classifying Medical Projection Techniques based on Parameterization Attribute Preservation.
Proceedings of the 4th EuroVis Workshop on Reproducibility, 2016

Coherence Maps for Blood Flow Exploration.
Proceedings of the 6th Eurographics Workshop on Visual Computing for Biology and Medicine, 2016

Interactive 4D MRI blood flow exploration and analysis using line predicates.
Proceedings of SIGRAD 2016, Visual Computing, May 23-24, 2016, Visby, Sweden, 2016

Evaluating the perception of semi-transparent structures in direct volume rendering techniques.
Proceedings of the SIGGRAPH ASIA 2016, Macao, December 5-8, 2016, 2016

A crowdsourcing system for integrated and reproducible evaluation in scientific visualization.
Proceedings of the 2016 IEEE Pacific Visualization Symposium, 2016

Quantitative Analysis of Knee Movement Patterns Through Comparative Visualization.
Proceedings of the Visualization in Medicine and Life Sciences III, 2016

2015
Hybrid Data Visualization Based on Depth Complexity Histogram Analysis.
Comput. Graph. Forum, 2015

Multimodal volume illumination.
Comput. Graph., 2015

Advanced Visualization Techniques for Laparoscopic Liver Surgery.
Proceedings of SIGRAD 2015, Visual Computing, June 1-2, 2015, Stockholm, Sweden, 2015

Inviwo - An extensible, multi-purpose visualization framework.
Proceedings of the 2015 IEEE Scientific Visualization Conference, 2015

Visual verification of space weather ensemble simulations.
Proceedings of the 2015 IEEE Scientific Visualization Conference, 2015

Tools and Techniques for Direct Volume Interaction.
Proceedings of the 36th Annual Conference of the European Association for Computer Graphics, 2015

Efficient volume illumination with multiple light sources through selective light updates.
Proceedings of the 2015 IEEE Pacific Visualization Symposium, 2015

Coverage-based opacity estimation for interactive Depth of Field in molecular visualization.
Proceedings of the 2015 IEEE Pacific Visualization Symposium, 2015

2014
Verifying Volume Rendering Using Discretization Error Analysis.
IEEE Trans. Vis. Comput. Graph., 2014

Continuous Levels-of-Detail and Visual Abstraction for Seamless Molecular Visualization.
Comput. Graph. Forum, 2014

A Survey of Volumetric Illumination Techniques for Interactive Volume Rendering.
Comput. Graph. Forum, 2014

Supporting Urban Search & Rescue Mission Planning through Visualization-Based Analysis.
Proceedings of the 19th International Workshop on Vision, Modeling, and Visualization, 2014

Interaction techniques as a communication channel when presenting 3D visualizations.
Proceedings of the 2014 IEEE VIS International Workshop on 3DVis, 2014

An interactive visualization system for urban search & rescue mission planning.
Proceedings of the 2014 IEEE International Symposium on Safety, 2014

Ultrasound Surface Extraction Using Radial Basis Functions.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

The Ultrasound Visualization Pipeline.
Proceedings of the Scientific Visualization, 2014

2013
A Comparison of Volumetric Illumination Methods by Considering their Underlying Mathematical Models.
Proceedings of SIGRAD 2013, Visual Computing, June 13-14, 2013, Norrköping, Sweden, 2013

Feature Tracking in Time-Varying Volumetric Data through Scale Invariant Feature Transform.
Proceedings of SIGRAD 2013, Visual Computing, June 13-14, 2013, Norrköping, Sweden, 2013

Seamless Visual Abstraction of Molecular Surfaces.
Proceedings of the Spring Conference on Computer Graphics, 2013

Analyzing and Reducing DTI Tracking Uncertainty by Combining Deterministic and Stochastic Approaches.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Large-scale multiple sequence alignment visualization through gradient vector flow analysis.
Proceedings of the IEEE Symposium on Biological Data Visualization, 2013

Guiding Deep Brain Stimulation interventions by fusing multimodal uncertainty regions.
Proceedings of the IEEE Pacific Visualization Symposium, 2013

2012
Unified Boundary-Aware Texturing for Interactive Volume Rendering.
IEEE Trans. Vis. Comput. Graph., 2012

Historygrams: Enabling Interactive Global Illumination in Direct Volume Rendering using Photon Mapping.
IEEE Trans. Vis. Comput. Graph., 2012

Coherency-Based Curve Compression for High-Order Finite Element Model Visualization.
IEEE Trans. Vis. Comput. Graph., 2012

The Ultrasound Visualization Pipeline - A Survey
CoRR, 2012

Deriving and Visualizing Uncertainty in Kinetic PET Modeling.
Proceedings of the Eurographics Workshop on Visual Computing for Biomedicine, 2012

From Imprecise User Input to Precise Vessel Segmentations.
Proceedings of the Eurographics Workshop on Visual Computing for Biomedicine, 2012

GPU-accelerated direct volume rendering of finite element data sets.
Proceedings of the Image and Vision Computing New Zealand, 2012

Interactive Volume Rendering with Volumetric Illumination.
Proceedings of the 33rd Annual Conference of the European Association for Computer Graphics, 2012

Explicit Cache Management for Volume Ray-Casting on Parallel Architectures.
Proceedings of the 12th Eurographics Symposium on Parallel Graphics and Visualization, 2012

2011
Image Plane Sweep Volume Illumination.
IEEE Trans. Vis. Comput. Graph., 2011

About the Influence of Illumination Models on Image Comprehension in Direct Volume Rendering.
IEEE Trans. Vis. Comput. Graph., 2011

Survey of glyph-based visualization techniques for spatial multivariate medical data.
Comput. Graph., 2011

Interactive Visualization Techniques for Neurosurgery Planning.
Proceedings of the 32nd Annual Conference of the European Association for Computer Graphics, 2011

Context-aware volume navigation.
Proceedings of the IEEE Pacific Visualization Symposium, 2011

2010
Uncertainty-Aware Guided Volume Segmentation.
IEEE Trans. Vis. Comput. Graph., 2010

Advanced Volume Illumination with Unconstrained Light Source Positioning.
IEEE Computer Graphics and Applications, 2010

Slab-Based Raycasting: Exploiting GPU Computing for Volume Visualization.
Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Applications, 2010

Efficient Acquisition and Clustering of Local Histograms for Representing Voxel Neighborhoods.
Proceedings of the 8th IEEE VGTC / Eurographics International Symposium on Volume Graphics, 2010

A GPU-Supported Lossless Compression Scheme for Rendering Time-Varying Volume Data.
Proceedings of the 8th IEEE VGTC / Eurographics International Symposium on Volume Graphics, 2010

Advanced Light Material Interaction for Direct Volume Rendering.
Proceedings of the 8th IEEE VGTC / Eurographics International Symposium on Volume Graphics, 2010

Interactive Design and Debugging of GPU-based Volume Visualizations.
Proceedings of the GRAPP 2010, 2010

An Advanced Volume Raycasting Technique using GPU Stream Processing.
Proceedings of the GRAPP 2010, 2010

Visualization by Example - A Constructive Visual Component-based Interface for Direct Volume Rendering.
Proceedings of the GRAPP 2010, 2010

Interactive volumetric lighting simulating scattering and shadowing.
Proceedings of the IEEE Pacific Visualization Symposium PacificVis 2010, 2010

Shape-based transfer functions for volume visualization.
Proceedings of the IEEE Pacific Visualization Symposium PacificVis 2010, 2010

2009
Multimodal Vessel Visualization of Mouse Aorta PET/CT Scans.
IEEE Trans. Vis. Comput. Graph., 2009

Voreen: A Rapid-Prototyping Environment for Ray-Casting-Based Volume Visualizations.
IEEE Computer Graphics and Applications, 2009

Efficient Boundary Detection and Transfer Function Generation in Direct Volume Rendering.
Proceedings of the 14th International Workshop on Vision, Modeling, and Visualization, 2009

Multimodal Visualization with Interactive Closeups.
Proceedings of the EG UK Theory and Practice of Computer Graphics, 2009

Advanced illumination techniques for GPU-based volume raycasting.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2009

GPU-based Volume Ray-casting supporting Specular Reflection and Refraction.
Proceedings of the GRAPP 2009, 2009

GPU-Based Volume Ray-Casting with Advanced Illumination.
Proceedings of the 30th Annual Conference of the European Association for Computer Graphics, 2009

2008
Glyph-Based SPECT Visualization for the Diagnosis of Coronary Artery Disease.
IEEE Trans. Vis. Comput. Graph., 2008

Interactive Cutting Operations for Generating Anatomical Illustrations from Volumetric Data Sets.
J. WSCG, 2008

Interactive Volume Rendering with Dynamic Ambient Occlusion and Color Bleeding.
Comput. Graph. Forum, 2008

A Universal Virtual Locomotion System: Supporting Generic Redirected Walking and Dynamic Passive Haptics within Legacy 3D Graphics Applications.
Proceedings of the IEEE Virtual Reality Conference 2008 (VR 2008), 2008

Stroke-Based Transfer Function Design.
Proceedings of the Eurographics / IEEE VGTC Symposium on Volume and Point-Based Graphics, 2008

Accelerating Volume Raycasting using Occlusion Frustums.
Proceedings of the Eurographics / IEEE VGTC Symposium on Volume and Point-Based Graphics, 2008

Taxonomy and Usage Guidelines for Glyph-based Medical Visualization.
Proceedings of the Simulation and Visualization 2008 (SimVis 2008), 2008

Advanced illumination techniques for GPU volume raycasting.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2008

The holodeck construction manual.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2008

Interactive Reconstruction and Visualization of Dynamic 3D Ultrasound Data Sets.
Proceedings of the GRAPP 2008, 2008

Poster: Generic Redirected Walking & Dynamic Passive Haptics: Evaluation and Implications for Virtual Locomotion Interfaces.
Proceedings of the IEEE Symposium on 3D User Interfaces, 2008

Supporting Depth and Motion Perception in Medical Volume Data.
Proceedings of the Visualization in Medicine and Life Sciences., 2008

2007
Interscopic User Interface Concepts for Fish Tank Virtual Reality Systems.
Proceedings of the IEEE Virtual Reality Conference, 2007

Surface Glyphs for Visualizing Multimodal Volume Data.
Proceedings of the 12th International Fall Workshop on Vision, Modeling, and Visualization, 2007

Internal Labels as Shape Cues for Medical Illustration.
Proceedings of the 12th International Fall Workshop on Vision, Modeling, and Visualization, 2007

Focus+Context Resolution Adaption for Autostereoscopic Displays.
Proceedings of the Smart Graphics, 7th International Symposium, 2007

Towards Applicable 3D User Interfaces for Everyday Working Environments.
Proceedings of the Human-Computer Interaction, 2007

3D Modeling and Design Supported Via Interscopic Interaction Strategies.
Proceedings of the Human-Computer Interaction. HCI Applications and Services, 2007

Automatic integration of foliage into 3D city models - real-time tree extraction and rendering based on seasonal large scale aerial pictures.
Proceedings of the GRAPP 2007, 2007

2006
Visual Exploration of Seismic Volume Datasets.
J. WSCG, 2006

Design of a user-oriented application for the exploration of medical datasets.
Elektrotech. Informationstechnik, 2006

Simultaneously viewing monoscopic and stereoscopic content on vertical-interlaced autostereoscopic displays.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2006

Visually Supporting Depth Perception in Angiography Imaging.
Proceedings of the Smart Graphics, 6th International Symposium, 2006

Urban city planning in semi-immersive virtual reality systems.
Proceedings of the GRAPP 2006: Proceedings of the First International Conference on Computer Graphics Theory and Applications, 2006

2005
Multimodal Interaction Metaphors for Manipulation of Distant Objects in Immersive Virtual Environments.
Proceedings of the 13-th International Conference in Central Europe on Computer Graphics, 2005

Interactive Volume Visualization Techniques for Subsurface Data.
Proceedings of the Visual Information and Information Systems, 2005

Tentative Results in Focus-Based Medical Volume Visualization.
Proceedings of the Smart Graphics, 5th International Symposium, 2005

Virtual Reflections and Virtual Shadows in Mixed Reality Environments.
Proceedings of the Human-Computer Interaction, 2005

A generic virtual reality software system's architecture and application.
Proceedings of the 2005 international conference on Augmented tele-existence, 2005

A constrained road-based VR navigation technique for travelling in 3D city models.
Proceedings of the 2005 international conference on Augmented tele-existence, 2005

2004
Real-Time Rendering of 3D Magic Lenses having arbitrary convex Shapes.
Proceedings of the 12-th International Conference in Central Europe on Computer Graphics, 2004

Object Selection in Virtual Environments using an Improved Virtual Pointer Metaphor.
Proceedings of the International Conference on Computer Vision and Graphics, 2004

3D magic lenses and virtual reflections - real-time approaches for improving interactive visualization.
PhD thesis, 2004


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