Preattentive processing in vision
Computer Vision, Graphics, and Image Processing
SIGGRAPH '86 Proceedings of the 13th annual conference on Computer graphics and interactive techniques
The visual display of quantitative information
The visual display of quantitative information
Envisioning information
A tool for dynamic explorations of color mappings
I3D '90 Proceedings of the 1990 symposium on Interactive 3D graphics
Paint by numbers: abstract image representations
SIGGRAPH '90 Proceedings of the 17th annual conference on Computer graphics and interactive techniques
Identifying high level features of texture perception
CVGIP: Graphical Models and Image Processing
Computer-generated pen-and-ink illustration
SIGGRAPH '94 Proceedings of the 21st annual conference on Computer graphics and interactive techniques
Interactive pen-and-ink illustration
SIGGRAPH '94 Proceedings of the 21st annual conference on Computer graphics and interactive techniques
Drawing and animation using skeletal strokes
SIGGRAPH '94 Proceedings of the 21st annual conference on Computer graphics and interactive techniques
SIGGRAPH '94 Proceedings of the 21st annual conference on Computer graphics and interactive techniques
Using visual texture for information display
ACM Transactions on Graphics (TOG)
High-speed visual estimation using preattentive processing
ACM Transactions on Computer-Human Interaction (TOCHI)
Scale-dependent reproduction of pen-and-ink illustrations
SIGGRAPH '96 Proceedings of the 23rd annual conference on Computer graphics and interactive techniques
Rendering parametric surfaces in pen and ink
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
Visual explanations: images and quantities, evidence and narrative
Visual explanations: images and quantities, evidence and narrative
Orientable textures for image-based pen-and-ink illustration
Proceedings of the 24th annual conference on Computer graphics and interactive techniques
Processing images and video for an impressionist effect
Proceedings of the 24th annual conference on Computer graphics and interactive techniques
Proceedings of the 24th annual conference on Computer graphics and interactive techniques
Microscopic structural modeling of colored pencil drawings
ACM SIGGRAPH 97 Visual Proceedings: The art and interdisciplinary programs of SIGGRAPH '97
Painterly rendering with curved brush strokes of multiple sizes
Proceedings of the 25th 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
Image moment-based stroke placement
ACM SIGGRAPH 99 Conference abstracts and applications
Volumetric modeling of artistic techniques in colored pencil drawing
ACM SIGGRAPH 99 Conference abstracts and applications
Visualizing multivalued data from 2D incompressible flows using concepts from painting
VIS '99 Proceedings of the conference on Visualization '99: celebrating ten years
Information visualization: perception for design
Information visualization: perception for design
Volume illustration: non-photorealistic rendering of volume models
Proceedings of the conference on Visualization '00
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Artistic Vision: painterly rendering using computer vision techniques
NPAR '02 Proceedings of the 2nd international symposium on Non-photorealistic animation and rendering
NPAR '02 Proceedings of the 2nd international symposium on Non-photorealistic animation and rendering
Non-photorealistic computer graphics: modeling, rendering, and animation
Non-photorealistic computer graphics: modeling, rendering, and animation
Non-Photorealistic Rendering
Non-photorealistic volume rendering using stippling techniques
Proceedings of the conference on Visualization '02
Large Datasets at a Glance: Combining Textures and Colors in Scientific Visualization
IEEE Transactions on Visualization and Computer Graphics
Volume Illustration: Nonphotorealistic Rendering of Volume Models
IEEE Transactions on Visualization and Computer Graphics
Color Sequences for Univariate Maps: Theory, Experiments and Principles
IEEE Computer Graphics and Applications
Research Issues in Scientific Visualization
IEEE Computer Graphics and Applications
Harnessing Natural Textures for Multivariate Visualization
IEEE Computer Graphics and Applications
Loose, Artistic "Textures" for Visualization
IEEE Computer Graphics and Applications
Texture synthesis for digital painting
SIGGRAPH '84 Proceedings of the 11th 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
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
Designing a Visualization Framework for Multidimensional Data
IEEE Computer Graphics and Applications
Proceedings of the 4th international symposium on Non-photorealistic animation and rendering
Explanatory and Illustrative Visualization of Special and General Relativity
IEEE Transactions on Visualization and Computer Graphics
Volume illustration using wang cubes
ACM Transactions on Graphics (TOG)
Preattentive processing: using low-level vision psychology to encode information in visualisations
Proceedings of the 2007 ACM symposium on Applied computing
Engaging viewers through nonphotorealistic visualizations
Proceedings of the 5th international symposium on Non-photorealistic animation and rendering
Visual Analysis of the Air Pollution Problem in Hong Kong
IEEE Transactions on Visualization and Computer Graphics
An interactive parallel coordinates technique applied to a tropical cyclone climate analysis
Computers & Geosciences
Evaluation of Non-photorealistic 3D Urban Models for Mobile Device Navigation
VMR '09 Proceedings of the 3rd International Conference on Virtual and Mixed Reality: Held as Part of HCI International 2009
Interactive sketch template creation from realistic pictures for tracing applications
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Towards mapping the field of non-photorealistic rendering
NPAR '10 Proceedings of the 8th International Symposium on Non-Photorealistic Animation and Rendering
Perceptually-motivated graphics, visualization and 3D displays
ACM SIGGRAPH 2010 Courses
A new weaving technique for handling overlapping regions
Proceedings of the International Conference on Advanced Visual Interfaces
Procedural Texture Synthesis for Zoom-Independent Visualization of Multivariate Data
Computer Graphics Forum
Pointillist and glyph-based visualization of nanoparticles in formation
EUROVIS'05 Proceedings of the Seventh Joint Eurographics / IEEE VGTC conference on Visualization
Interactive exploratory visualization of 2D vector fields
EuroVis'08 Proceedings of the 10th Joint Eurographics / IEEE - VGTC conference on Visualization
Corpus-based visual synthesis: an approach for artistic stylization
Proceedings of the ACM Symposium on Applied Perception
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An important problem in the area of computer graphics is the visualization of large, complex information spaces. Datasets of this type have grown rapidly in recent years, both in number and in size. Images of the data stored in these collections must support rapid and accurate exploration and analysis. This article presents a method for constructing visualizations that are both effective and aesthetic. Our approach uses techniques from master paintings and human perception to visualize a multidimensional dataset. Individual data elements are drawn with one or more brush strokes that vary their appearance to represent the element's attribute values. The result is a nonphotorealistic visualization of information stored in the dataset. Our research extends existing glyph-based and nonphotorealistic techniques by applying perceptual guidelines to build an effective representation of the underlying data. The nonphotorealistic properties the strokes employ are selected from studies of the history and theory of Impressionist art. We show that these properties are similar to visual features that are detected by the low-level human visual system. This correspondence allows us to manage the strokes to produce perceptually salient visualizations. Psychophysical experiments confirm a strong relationship between the expressive power of our nonphotorealistic properties and previous findings on the use of perceptual color and texture patterns for data display. Results from these studies are used to produce effective nonphotorealistic visualizations. We conclude by applying our techniques to a large, multidimensional weather dataset to demonstrate their viability in a practical, real-world setting.