Multifield-Graphs: An Approach to Visualizing Correlations in Multifield Scalar Data

Authors:
Natascha Sauber;Holger Theisel;Hans-Peter Seidel
Affiliations:
-;-;-
Venue:
IEEE Transactions on Visualization and Computer Graphics
Year:
2006

Citing 17
Cited 13

Simplified representation of vector fields

VIS '99 Proceedings of the conference on Visualization '99: celebrating ten years
Visualizing multivalued data from 2D incompressible flows using concepts from painting

VIS '99 Proceedings of the conference on Visualization '99: celebrating ten years
Distinguished material surfaces and coherent structures in three-dimensional fluid flows

Physica D
Volume rendering multivariate data to visualize meteorological simulations: a case study

VISSYM '02 Proceedings of the symposium on Data Visualisation 2002
Variational Methods for Multimodal Image Matching

International Journal of Computer Vision
Multidimensional Transfer Functions for Interactive Volume Rendering

IEEE Transactions on Visualization and Computer Graphics
30 Years of Multidimensional Multivariate Visualization

Scientific Visualization, Overviews, Methodologies, and Techniques
Interactive feature specification for focus+context visualization of complex simulation data

VISSYM '03 Proceedings of the symposium on Data visualisation 2003
Non-Rigid Registration by Gradient Descent on a Gaussian-Windowed Similarity Measure using Convolutions

MMBIA '00 Proceedings of the IEEE Workshop on Mathematical Methods in Biomedical Image Analysis
A New Correlation Criterion Based on Gradient Fields Similarity

ICPR '96 Proceedings of the 1996 International Conference on Pattern Recognition (ICPR '96) Volume I - Volume 7270
Multivariate visualization with data fusion

Information Visualization
Top Scientific Visualization Research Problems

IEEE Computer Graphics and Applications
Visualization of Vector Fields Using Seed LIC and Volume Rendering

IEEE Transactions on Visualization and Computer Graphics
Local and Global Comparison of Continuous Functions

VIS '04 Proceedings of the conference on Visualization '04
An Efficient Checkpointing Protocol for the Minimal Characterization of Operational Rollback-Dependency Trackability

SRDS '04 Proceedings of the 23rd IEEE International Symposium on Reliable Distributed Systems
Effectively Visualizing Multi-Valued Flow Data using Color and Texture

Proceedings of the 14th IEEE Visualization 2003 (VIS'03)
Hifocon: object and dimensional coherence and correlation in multidimensional visualization

ISVC'05 Proceedings of the First international conference on Advances in Visual Computing

Visual Analysis of the Air Pollution Problem in Hong Kong

IEEE Transactions on Visualization and Computer Graphics
Visual Verification and Analysis of Cluster Detection for Molecular Dynamics

IEEE Transactions on Visualization and Computer Graphics
Variable Interactions in Query-Driven Visualization

IEEE Transactions on Visualization and Computer Graphics
Evaluation of glyph-based multivariate scalar volume visualization techniques

Proceedings of the 6th Symposium on Applied Perception in Graphics and Visualization
A study of hierarchical correlation clustering for scientific volume data

ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Segmentation and visualization of multivariate features using feature-local distributions

ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Visualization of Global Correlation Structures in Uncertain 2D Scalar Fields

Computer Graphics Forum
Visual comparison for information visualization

Information Visualization - Special issue on State of the Field and New Research Directions
A tri-space visualization interface for analyzing time-varying multivariate volume data

EUROVIS'07 Proceedings of the 9th Joint Eurographics / IEEE VGTC conference on Visualization
Concurrent viewing of multiple attribute-specific subspaces

EuroVis'08 Proceedings of the 10th Joint Eurographics / IEEE - VGTC conference on Visualization
A gradient-based comparison measure for visual analysis of multifield data

EuroVis'11 Proceedings of the 13th Eurographics / IEEE - VGTC conference on Visualization
Continuous representation of projected attribute spaces of multifields over any spatial sampling

EuroVis '13 Proceedings of the 15th Eurographics Conference on Visualization
Towards multifield scalar topology based on pareto optimality

EuroVis '13 Proceedings of the 15th Eurographics Conference on Visualization

Quantified Score

Hi-index	0.00

Visualization

Abstract

We present an approach to visualizingcorrelations in 3D multifield scalar data. The core of our approach is the computation of correlation fields, which are scalar fields containing the local correlations of subsets of the multiple fields.While the visualization of the correlation fields can be done using standard 3D volume visualization techniques, their huge number makes selection and handling a challenge. We introduce the Multifield-Graph to give an overview of which multiple fields correlate and to show the strength of their correlation. This information guides the selection of informative correlation fields for visualization. We use our approach to visually analyze a number of real andsynthetic multifield datasets.