Supporting Expressive and Faithful Pictorial Visualization Design with Visual Style Transfer

Pictorial visualizations portray data with figurative messages and approximate the audience to the visualization. Previous research on pictorial visualizations has developed authoring tools or generation systems, but their methods are restricted to specific visualization types and templates. Instead...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - 29(2023), 1 vom: 25. Jan., Seite 236-246
1. Verfasser: Shi, Yang (VerfasserIn)
Weitere Verfasser: Liu, Pei, Chen, Siji, Sun, Mengdi, Cao, Nan
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article
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520 |a Pictorial visualizations portray data with figurative messages and approximate the audience to the visualization. Previous research on pictorial visualizations has developed authoring tools or generation systems, but their methods are restricted to specific visualization types and templates. Instead, we propose to augment pictorial visualization authoring with visual style transfer, enabling a more extensible approach to visualization design. To explore this, our work presents Vistylist, a design support tool that disentangles the visual style of a source pictorial visualization from its content and transfers the visual style to one or more intended pictorial visualizations. We evaluated Vistylist through a survey of example pictorial visualizations, a controlled user study, and a series of expert interviews. The results of our evaluation indicated that Vistylist is useful for creating expressive and faithful pictorial visualizations 
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700 1 |a Cao, Nan  |e verfasserin  |4 aut 
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