Preattentive processing in vision
Computer Vision, Graphics, and Image Processing
Using color dimensions to display data dimensions
Human Factors
Computer graphics: principles and practice (2nd ed.)
Computer graphics: principles and practice (2nd ed.)
A tool for dynamic explorations of color mappings
I3D '90 Proceedings of the 1990 symposium on Interactive 3D graphics
Identifying high level features of texture perception
CVGIP: Graphical Models and Image Processing
A review of recent texture segmentation and feature extraction techniques
CVGIP: Image Understanding
Using visual texture for information display
ACM Transactions on Graphics (TOG)
Visualizing real-time multivariate data using preattentive processing
ACM Transactions on Modeling and Computer Simulation (TOMACS) - Special issue on graphics, animation, and visualization for simulation environments
Image-guided streamline placement
SIGGRAPH '96 Proceedings of the 23rd annual conference on Computer graphics and interactive techniques
Painterly rendering for animation
SIGGRAPH '96 Proceedings of the 23rd annual conference on Computer graphics and interactive techniques
Choosing effective colours for data visualization
Proceedings of the 7th conference on Visualization '96
Proceedings of the 24th annual conference on Computer graphics and interactive techniques
Orientable textures for image-based pen-and-ink illustration
Proceedings of the 24th annual conference on Computer graphics and interactive techniques
Building perceptual textures to visualize multidimensional datasets
Proceedings of the conference on Visualization '98
Visualizing diffusion tensor images of the mouse spinal cord
Proceedings of the conference on Visualization '98
Principles of Digital Image Synthesis
Principles of Digital Image Synthesis
Color Sequences for Univariate Maps: Theory, Experiments and Principles
IEEE Computer Graphics and Applications
IEEE Computer Graphics and Applications
IEEE Computer Graphics and Applications
Artificial texturing: An aid to surface visualization
SIGGRAPH '83 Proceedings of the 10th annual conference on Computer graphics and interactive techniques
A rule-based tool for assisting colormap selection
VIS '95 Proceedings of the 6th conference on Visualization '95
VIS '91 Proceedings of the 2nd conference on Visualization '91
Towards a texture naming system: identifying relevant dimensions of texture
VIS '93 Proceedings of the 4th conference on Visualization '93
An architecture for rule-based visualization
VIS '93 Proceedings of the 4th conference on Visualization '93
Fast visualization methods for comparing dynamics: a case study in combustion
Proceedings of the conference on Visualization '00
Visualizing and investigating multidimensional functions
VISSYM '02 Proceedings of the symposium on Data Visualisation 2002
Useful properties of Semantic Depth of Field for better F+C visualization
VISSYM '02 Proceedings of the symposium on Data Visualisation 2002
An evaluation of information visualization in attention-limited environments
VISSYM '02 Proceedings of the symposium on Data Visualisation 2002
Attribute preserving dataset simplification
Proceedings of the conference on Visualization '01
Assisted navigation for large information spaces
Proceedings of the conference on Visualization '02
Harnessing Natural Textures for Multivariate Visualization
IEEE Computer Graphics and Applications
Perception and Painting: A Search for Effective, Engaging Visualizations
IEEE Computer Graphics and Applications
Discovering Petra: Archaeological Analysis in VR
IEEE Computer Graphics and Applications
International Journal of Human-Computer Studies - Notification user interfaces
Assisted visualization of e-commerce auction agents
GRIN'01 No description on Graphics interface 2001
User Studies: Why, How, and When?
IEEE Computer Graphics and Applications
Icon-based Visualization of Large High-Dimensional Datasets
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Perceptually based brush strokes for nonphotorealistic visualization
ACM Transactions on Graphics (TOG)
A model for notification systems evaluation—assessing user goals for multitasking activity
ACM Transactions on Computer-Human Interaction (TOCHI)
PQuad: Visualization of Predicted Peptides and Proteins
VIS '04 Proceedings of the conference on Visualization '04
Visualization of Nanoparticle Formation in Turbulent Flows
VIS '04 Proceedings of the conference on Visualization '04
Compositing color with texture for multi-variate visualization
GRAPHITE '05 Proceedings of the 3rd international conference on Computer graphics and interactive techniques in Australasia and South East Asia
Visualization-based analysis of quality for large-scale software systems
Proceedings of the 20th IEEE/ACM international Conference on Automated software engineering
A new pixel-oriented visualization technique through color image
Information Visualization
Stevens dot patterns for 2D flow visualization
APGV '06 Proceedings of the 3rd symposium on Applied perception in graphics and visualization
A perceptually based spectral model for isotropic textures
ACM Transactions on Applied Perception (TAP)
Attribute Blocks: Visualizing Multiple Continuously Defined Attributes
IEEE Computer Graphics and Applications
Perceptual dependencies in information visualization assessed by complex visual search
ACM Transactions on Applied Perception (TAP)
Visualizing Diversity and Depth over a Set of Objects
IEEE Computer Graphics and Applications
IEEE Transactions on Visualization and Computer Graphics
Overview Use in Multiple Visual Information Resolution Interfaces
IEEE Transactions on Visualization and Computer Graphics
Immersive Visual Data Mining: The 3DVDM Approach
Visual Data Mining
A visual interface to a music database
Proceedings of the Working Conference on Advanced Visual Interfaces
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 1
Usability guidelines for interactive search in direct manipulation systems
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Understanding the use of inheritance with visual patterns
ESEM '09 Proceedings of the 2009 3rd International Symposium on Empirical Software Engineering and Measurement
Visualizing multiple uncertainty sources
CGIM '08 Proceedings of the Tenth IASTED International Conference on Computer Graphics and Imaging
ChipViz: visualizing memory chip test data
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Analyzing statistical relationships between global indicators through visualization
ICTD'09 Proceedings of the 3rd international conference on Information and communication technologies and development
Perceptually-motivated graphics, visualization and 3D displays
ACM SIGGRAPH 2010 Courses
Object displays for identifying multidimensional outliers within a crowded visual periphery
Journal of Visual Communication and Image Representation
Technical Section: Using color in visualization: A survey
Computers and Graphics
Human-centered visualization environments
Human-centered visualization environments
Corpusexplorer: supporting a deeper understanding of linguistic corpora
SG'11 Proceedings of the 11th international conference on Smart graphics
Perception in graphics, visualization, virtual environments and animation
SIGGRAPH Asia 2011 Courses
On the limits of resolution and visual angle in visualization
ACM Transactions on Applied Perception (TAP)
Pointillist and glyph-based visualization of nanoparticles in formation
EUROVIS'05 Proceedings of the Seventh Joint Eurographics / IEEE VGTC conference on Visualization
Enhanced visualizations of thermographic data in process industry
EUROVIS'06 Proceedings of the Eighth Joint Eurographics / IEEE VGTC conference on Visualization
An evaluation of glyph perception for real symmetric traceless tensor properties
EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
Change-link 2.0: a digital forensic tool for visualizing changes to shadow volume data
Proceedings of the Tenth Workshop on Visualization for Cyber Security
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This paper presents a new method for using texture and color to visualize multivariate data elements arranged on an underlying height field. We combine simple texture patterns with perceptually uniform colors to increase the number of attribute values we can display simultaneously. Our technique builds multicolored perceptual texture elements (or pexels) to represent each data element. Attribute values encoded in an element are used to vary the appearance of its pexel. Texture and color patterns that form when the pexels are displayed can be used to rapidly and accurately explore the dataset. Our pexels are built by varying three separate texture dimensions: height, density, and regularity. Results from computer graphics, computer vision, and human visual psychophysics have identified these dimensions as important for the formation of perceptual texture patterns. The pexels are colored using a selection technique that controls color distance, linear separation, and color category. Proper use of these criteria guarantees colors that are equally distinguishable from one another. We describe a set of controlled experiments that demonstrate the effectiveness of our texture dimensions and color selection criteria. We then discuss new work that studies how texture and color can be used simultaneously in a single display. Our results show that variations of height and density have no effect on color segmentation, but that random color patterns can interfere with texture segmentation. As the difficulty of the visual detection task increases, so too does the amount of color on texture interference increase. We conclude by demonstrating the applicability of our approach to a real-world problem, the tracking of typhoon conditions in Southeast Asia.