智能大数据可视化实验室
Intelligent Big Data Visualization Lab (iDVx)
AI-DESIGNER
Using data-driven approaches to augment human creative capabilities
AI-DESIGNER
Using data-driven approaches to augment human creative capabilities
SUMMARY
AI-Designer is a novel data-driven tool for graphic design.
It provides a way to:
• Generate high-quality sketch drawings by learn- ing the sequences of strokes.
• Support drawing sketches of characters with emotional expressions based on input strokes from the user.
• Generate an advertising poster based on a user-specified product image and its corresponding text descriptions.
Keywords: Design Support Tools, Data-Driven Design, Machine Learning
APPLICATIONS
UPDATES
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Dec 2020
Our paper entitled "Vinci: An Intelligent Graphic Design System for Generating Advertising Posters" was conditionally accepted for publication in CHI2021.
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Dec 2019
Our paper entitled "EmoG: Supporting the Sketching of Emotional Expressions for Storyboarding" was conditionally accepted for publication in CHI2020.
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Nov 2018
Our paper entitled "AI-Sketcher: A Deep Generative Model for Producing High Quality Sketches" was accpeted by AAAI 2019.
VIDEOS
EmoG:Supporting the Sketching of Emotional Expressions for Storyboarding (Demo)
EmoG:Supporting the Sketching of Emotional Expressions for Storyboarding (Presentation)
Vinci: An Intelligent Graphic Design System forGenerating Advertising Posters (Video)
Vinci: An Intelligent Graphic Design System forGenerating Advertising Posters (Presentation)
PUBLICATIONS
Shunan Guo, Zhuochen Jin, Fuling Sun, Jingwen Li, Zhaorui Li, Yang Shi, Nan Cao
Vinci: An Intelligent Graphic Design System forGenerating Advertising Posters
In Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (SIGCHI2021)
paper | video | presentation | demo
Yang Shi, Nan Cao, Xiaojuan Ma, Siji Chen, Pei Liu
EmoG: Supporting the Sketching of Emotional Expressions for Storyboarding
In Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (SIGCHI2020)
paper | video | presentation
PARTICIPANTS
Shunan Guo (郭姝男)
PhD Student
Period of Participation:
2019-2020
Zhuochen Jin (金卓宸)
PhD Student
Period of Participation:
2019-2020
Xin Yan (严歆)
Master Student
Period of Participation:
2018-2019
Siji Chen (陈思极)
Master Student
Period of Participation:
2019-2020
Pei Liu (刘佩)
Master Student
Period of Participation:
2019-2020
Fuling Sun (孙馥玲)
Master Student
Period of Participation:
2019-2020
Jingwen Li (李静文)
Master Student
Period of Participation:
2019-2020
Zhaorui Li (李照睿)
Master Student
Period of Participation:
2019-2020