CHI '86 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
SIGGRAPH '94 Proceedings of the 21st annual conference on Computer graphics and interactive techniques
Fast volume rendering using a shear-warp factorization of the viewing transformation
SIGGRAPH '94 Proceedings of the 21st annual conference on Computer graphics and interactive techniques
Cantata: visual programming environment for the Khoros system
ACM SIGGRAPH Computer Graphics - Special focus: modular visualization environments (MVEs)
Generation of transfer functions with stochastic search techniques
Proceedings of the 7th conference on Visualization '96
Design galleries: a general approach to setting parameters for computer graphics and animation
Proceedings of the 24th annual conference on Computer graphics and interactive techniques
Worldlets—3D thumbnails for wayfinding in virtual environments
Proceedings of the 10th annual ACM symposium on User interface software and technology
Semi-automatic generation of transfer functions for direct volume rendering
VVS '98 Proceedings of the 1998 IEEE symposium on Volume visualization
The Application Visualization System: A Computational Environment for Scientific Visualization
IEEE Computer Graphics and Applications
An Extended Data-Flow Architecture for Data Analysis and Visualization
VIS '95 Proceedings of the 6th conference on Visualization '95
A spreadsheet interface for visualization exploration
Proceedings of the conference on Visualization '00
A model for the visualization exploration process
Proceedings of the conference on Visualization '02
Graph Visualization and Navigation in Information Visualization: A Survey
IEEE Transactions on Visualization and Computer Graphics
Visualization Exploration and Encapsulation via a Spreadsheet-Like Interface
IEEE Transactions on Visualization and Computer Graphics
Visualizing Visualizations: User Interfaces for Managing and Exploring Scientific Visualization Data
IEEE Computer Graphics and Applications
Computational Geometry: Theory and Applications - Special issue: The European workshop on computational geometry -- CG01
A Parallel Coordinates Style Interface for Exploratory Volume Visualization
IEEE Transactions on Visualization and Computer Graphics
APVis '04 Proceedings of the 2004 Australasian symposium on Information Visualisation - Volume 35
LOD Map - A Visual Interface for Navigating Multiresolution Volume Visualization
IEEE Transactions on Visualization and Computer Graphics
A Model and Framework for Visualization Exploration
IEEE Transactions on Visualization and Computer Graphics
Supporting the analytical reasoning process in information visualization
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Photospread: a spreadsheet for managing photos
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Using Visualization Process Graphs to Improve Visualization Exploration
Provenance and Annotation of Data and Processes
Proposing a multi-touch interface for intrusion detection environments
Proceedings of the Seventh International Symposium on Visualization for Cyber Security
Planar arrangement of high-dimensional biomedical data sets by isomap coordinates
CBMS'03 Proceedings of the 16th IEEE conference on Computer-based medical systems
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part IV
Layout of multiple views for volume visualization: a user study
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
Fusing features in direct volume rendered images
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
Layers for effective volume rendering
SPBG'08 Proceedings of the Fifth Eurographics / IEEE VGTC conference on Point-Based Graphics
Palette-style volume visualization
VG'07 Proceedings of the Sixth Eurographics / Ieee VGTC conference on Volume Graphics
Reusable visualizations and animations for surgery planning
EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
ExPlates: spatializing interactive analysis to scaffold visual exploration
EuroVis '13 Proceedings of the 15th Eurographics Conference on Visualization
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For types of data visualization where the cost of producing images is high, and the relationship between the rendering parameters and the image produced is less than obvious, a visual representation of the exploration process can make the process more efficient and effective. Image graphs represent not only the results but also the process of data visualization. Each node in an image graph consists of an image and the corresponding visualization parameters used to produce it. Each edge in a graph shows the change in rendering parameters between the two nodes it connects. Image graphs are not just static representations: users can interact with a graph to review a previous visualization session or to perform new rendering. Operations which cause changes in rendering parameters can propagate through the graph. The user can take advantage of the information in image graphs to understand how certain parameter changes affect visualization results. Users can also share image graphs to streamline the process of collaborative visualization. We have implemented a volume visualization system using the image graph interface, and our examples in the paper come from this application.