Infographics Wizard: Flexible Infographics Authoring and Design Exploration
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Date
2022
Authors
Tyagi, Anjul
Zhao, Jian
Patel, Pushkar
Khurana, Swasti
Mueller, Klaus
Zhao, Jian
Patel, Pushkar
Khurana, Swasti
Mueller, Klaus
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association and John Wiley & Sons Ltd.
Abstract
Infographics are an aesthetic visual representation of information following specific design principles of human perception. Designing infographics can be a tedious process for non-experts and time-consuming, even for professional designers. With the help of designers, we propose a semi-automated infographic framework for general structured and flow-based infographic design generation. For novice designers, our framework automatically creates and ranks infographic designs for a user-provided text with no requirement for design input. However, expert designers can still provide custom design inputs to customize the infographics. We will also contribute an individual visual group (VG) designs dataset (in SVG), along with a 1k complete infographic image dataset with segmented VGs in this work. Evaluation results confirm that by using our framework, designers from all expertise levels can generate generic infographic designs faster than existing methods while maintaining the same quality as hand-designed infographics templates.
Description
CCS Concepts: Human-centered computing --> Visualization systems and tools; Applied computing --> Arts and humanities; Computing methodologies --> Visual content-based indexing and retrieval; Heuristic function construction
@article{10.1111:cgf.14527,
journal = {Computer Graphics Forum},
title = {{Infographics Wizard: Flexible Infographics Authoring and Design Exploration}},
author = {Tyagi, Anjul and Zhao, Jian and Patel, Pushkar and Khurana, Swasti and Mueller, Klaus},
year = {2022},
publisher = {The Eurographics Association and John Wiley & Sons Ltd.},
ISSN = {1467-8659},
DOI = {10.1111/cgf.14527}
}