Evolutionary learning of graph layout constraints from examples
UIST '94 Proceedings of the 7th annual ACM symposium on User interface software and technology
An empirical study of algorithms for point-feature label placement
ACM Transactions on Graphics (TOG)
A unified approach to labeling graphical features
Proceedings of the fourteenth annual symposium on Computational geometry
Excentric labeling: dynamic neighborhood labeling for data visualization
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
Rendering effective route maps: improving usability through generalization
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
View management for virtual and augmented reality
Proceedings of the 14th annual ACM symposium on User interface software and technology
Graph Drawing: Algorithms for the Visualization of Graphs
Graph Drawing: Algorithms for the Visualization of Graphs
Learning an Agent's Utility Function by Observing Behavior
ICML '01 Proceedings of the Eighteenth International Conference on Machine Learning
A POMDP formulation of preference elicitation problems
Eighteenth national conference on Artificial intelligence
GADGET: a toolkit for optimization-based approaches to interface and display generation
Proceedings of the 16th annual ACM symposium on User interface software and technology
Learning physics-based motion style with nonlinear inverse optimization
ACM SIGGRAPH 2005 Papers
Preference elicitation for interface optimization
Proceedings of the 18th annual ACM symposium on User interface software and technology
Dynamic Labeling Management in Virtual and Augmented Environments
CAD-CG '05 Proceedings of the Ninth International Conference on Computer Aided Design and Computer Graphics
Constraint-based optimization and utility elicitation using the minimax decision criterion
Artificial Intelligence
Beautiful Evidence
Automatic generation of tourist maps
ACM SIGGRAPH 2008 papers
Dynamic label placement for improved interactive exploration
NPAR '08 Proceedings of the 6th international symposium on Non-photorealistic animation and rendering
A visibility algorithm for converting 3D meshes into editable 2D vector graphics
ACM SIGGRAPH 2009 papers
Automatically generating personalized user interfaces with Supple
Artificial Intelligence
Technical Section: Layout-aware optimization for interactive labeling of 3D models
Computers and Graphics
Design principles for visual communication
Communications of the ACM
Interactive furniture layout using interior design guidelines
ACM SIGGRAPH 2011 papers
Reusable visualizations and animations for surgery planning
EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
Interactive by-example design of artistic packing layouts
ACM Transactions on Graphics (TOG)
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Creating high-quality label layouts in a particular visual style is a time-consuming process. Although automated labeling algorithms can aid the layout process, expert design knowledge is required to tune these algorithms so that they produce layouts which meet the designer's expectations. We propose a system which can learn a labellayout style from a single example layout and then apply this style to new labeling problems. Because designers find it much easier to create example layouts than tune algorithmic parameters, our system provides a more natural workflow for graphic designers. We demonstrate that our system is capable of learning a variety of label layout styles from examples.