De-Stijl: Facilitating Graphics Design with Interactive 2D Color Palete Recommendation

被引:7
|
作者
Shi, Xinyu [1 ]
Zhou, Ziqi [1 ]
Zhang, Jing Wen [1 ]
Neshati, Ali [1 ]
Tyagi, Anjul Kumar [2 ]
Rossi, Ryan [3 ]
Guo, Shunan [3 ]
Du, Fan [3 ]
Zhao, Jian [1 ]
机构
[1] Univ Waterloo, Waterloo, ON, Canada
[2] SUNY Stony Brook, Stony Brook, NY USA
[3] Adobe Res, San Jose, CA USA
基金
加拿大自然科学与工程研究理事会;
关键词
Graphics design; AI-assisted design; color palette recommendation; 2D color palette; IMAGE; COLORIZATION;
D O I
10.1145/3544548.3581070
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Selecting a proper color palette is critical in crafting a high-quality graphic design to gain visibility and communicate ideas effectively. To facilitate this process, we propose De-Stijl, an intelligent and interactive color authoring tool to assist novice designers in crafting harmonic color palettes, achieving quick design iterations, and fulfilling design constraints. Through De-Stijl, we contribute a novel 2D color palette concept that allows users to intuitively perceive color designs in context with their proportions and proximities. Further, De-Stijl implements a holistic color authoring system that supports 2D palette extraction, theme-aware and spatial-sensitive color recommendation, and automatic graphical elements (re)colorization. We evaluated De-Stijl through an in-lab user study by comparing the system with existing industry standard tools, followed by in-depth user interviews. Quantitative and qualitative results demonstrate that De-Stijl is effective in assisting novice design practitioners to quickly colorize graphic designs and easily deliver several alternatives.
引用
收藏
页数:19
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