Infographics Wizard: Flexible Infographics Authoring and Design Exploration
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 in...
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| Vydáno v: | Computer graphics forum Ročník 41; číslo 3; s. 121 - 132 |
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| Hlavní autoři: | , , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
Oxford
Blackwell Publishing Ltd
01.06.2022
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| ISSN: | 0167-7055, 1467-8659 |
| On-line přístup: | Získat plný text |
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| 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. |
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| AbstractList | 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. |
| Author | Zhao, Jian Mueller, Klaus Patel, Pushkar Khurana, Swasti Tyagi, Anjul |
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| Cites_doi | 10.1109/VAST47406.2019.8986923 10.1109/TVCG.2019.2934398 10.1109/MCG.2019.2924636 10.1145/3306346.3322971 10.1109/TVCG.2013.234 10.1145/1753326.1753716 10.1145/3290605.3300358 10.1145/2702123.2702275 10.1080/21670811.2013.841368 10.1145/3025453.3025768 10.1145/1015706.1015720 10.1109/TVCG.2015.2467091 10.1109/TVCG.2009.111 10.1109/TVCG.2014.48 10.1109/TVCG.2015.2467191 10.1109/TVCG.2015.2467321 10.1109/TVCG.2021.3085327 10.1145/3379337.3415825 10.1145/22949.22950 10.1145/2617588 10.1109/TVCG.2021.3074582 10.1145/3173574.3173909 10.1145/2939502.2939506 10.1111/cgf.14004 10.1145/2702123.2702149 10.1109/TVCG.2019.2934785 10.1145/191666.191719 10.1109/34.31447 10.1145/2702123.2702545 10.1109/ICCV.2017.322 10.1145/3314111.3323073 10.1109/TVCG.2016.2599030 |
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| Copyright | 2022 The Author(s) Computer Graphics Forum © 2022 The Eurographics Association and John Wiley & Sons Ltd. Published by John Wiley & Sons Ltd. 2022 The Eurographics Association and John Wiley & Sons Ltd. |
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| SubjectTerms | Applied computing → Arts and humanities CCS Concepts Computing methodologies → Visual content‐based indexing and retrieval Datasets Heuristic function construction Human‐centered computing → Visualization systems and tools |
| Title | Infographics Wizard: Flexible Infographics Authoring and Design Exploration |
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