CASIA OpenIR  > 学术期刊  > Machine Intelligence Research
AI for Supporting the Freedom of Drawing
Xiaohua Sun, Juexiao Qin
Source PublicationMachine Intelligence Research
ISSN2731-538X
2024
Volume21Issue:1Pages:63-88
AbstractArtificial intelligence (AI) has recently been developing rapidly in image processing and generation. AI is not only starting to take over repetitive and tedious tasks but is also involved in creative activities. Drawing is one of the areas with the greatest potential for collaboration between humans and AI. It is an important approach to express various information, but due to the lack of appropriate knowledge and skills, ordinary people without long-time training are unable to draw freely. Although there have been various attempts at human-AI collaboration in drawing, it is difficult for researchers to consider the wide variety of specific problems and develop universal methods due to the openness, improvisation, and individuality of drawing. In this paper, we first analysed the contents of drawing and the general creation process in detail. Second, we have described a mechanism for using AI to enable people to regain the freedom of drawing collaboratively. Finally, we have developed a framework that describes methods for analysing specific problems and quickly finding solutions by building connections between the influencing factors in drawing, the demands of humans, and possible implementation options. The framework also reveals a broad scope of possibilities for applying AI to support people in drawing.
KeywordIntention understanding, drawing support, drawing, art, human-artificial intelligence (AI) collaboration
DOI10.1007/s11633-023-1438-4
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/54576
Collection学术期刊_Machine Intelligence Research
AffiliationCollege of Design and Innovation, Tongji University, Shanghai 200082, China
Recommended Citation
GB/T 7714
Xiaohua Sun, Juexiao Qin. AI for Supporting the Freedom of Drawing[J]. Machine Intelligence Research,2024,21(1):63-88.
APA Xiaohua Sun, Juexiao Qin.(2024).AI for Supporting the Freedom of Drawing.Machine Intelligence Research,21(1),63-88.
MLA Xiaohua Sun, Juexiao Qin."AI for Supporting the Freedom of Drawing".Machine Intelligence Research 21.1(2024):63-88.
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