ArtVerse: A Paradigm for Parallel Human-Machine Collaborative Painting Creation in Metaverses

doi:10.1109/TSMC.2022.3230406

	ArtVerse: A Paradigm for Parallel Human-Machine Collaborative Painting Creation in Metaverses
	Guo, Chao1 ; Dou, Yong 2; Bai, Tianxiang3 ; Dai, Xingyuan3 ; Wang, Chunfa 4; Wen, Yi 5
发表期刊	IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
ISSN	2168-2216
	2023-01-04
页码	9
通讯作者	Guo, Chao(chao.guo@ia.ac.cn)
摘要	Currently, the development of the foundation model, metaverse, nonfungible token (NFT), and other emerging technologies has brought profound effects on the whole art field, including art creation, dissemination, transaction, etc. However, there is no research focusing on the framework, methodologies, and applications of the human-machine collaborative creation in the metaverse era. Based on parallel theory, this article proposes a novel human-machine collaborative creation paradigm called ArtVerse, in which machines take on the roles of humans to perform creation exploration and evolution and build decentralized art organizations. Besides, the operational processes involving several key technologies are designed to achieve the proposed ArtVerse. Then, a prototype system of ArtVerse, our long-term efforts toward the human-machine collaborative painting, is presented. Finally, a new ecology of artistic creation in the metaverse era is demonstrated through the applications of the ArtVerse.
关键词	Artificial intelligence (AI) art artificial intelligence generated content (AIGC) parallel theory co-creation cyber-physical-social system (CPSS) decentralized/distributed autonomous operations and organizations (DAOs) foundation model human-machine collaboration metaverse robotic painting
DOI	10.1109/TSMC.2022.3230406
关键词[WOS]	HUMAN-ROBOT COLLABORATION
收录类别	SCI
语种	英语
资助项目	Skywork Intelligence Culture and Technology LTD. ; National Natural Science Foundation of China[61533019]
项目资助者	Skywork Intelligence Culture and Technology LTD. ; National Natural Science Foundation of China
WOS研究方向	Automation & Control Systems ; Computer Science
WOS类目	Automation & Control Systems ; Computer Science, Cybernetics
WOS记录号	WOS:000909991700001
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计	被引频次：12[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/51172
专题	多模态人工智能系统全国重点实验室
通讯作者	Guo, Chao
作者单位	1.Chinese Acad Sci, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 2.Macau Univ Sci & Technol, Macao Inst Syst Engn, Macau, Peoples R China 3.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 4.Natl Museum China, Beijing 100006, Peoples R China 5.Natl Museum China, Inst Sci & Art, Beijing 100006, Peoples R China
第一作者单位	中国科学院自动化研究所
通讯作者单位	中国科学院自动化研究所
推荐引用方式 GB/T 7714	Guo, Chao,Dou, Yong,Bai, Tianxiang,et al. ArtVerse: A Paradigm for Parallel Human-Machine Collaborative Painting Creation in Metaverses[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2023:9.
APA	Guo, Chao,Dou, Yong,Bai, Tianxiang,Dai, Xingyuan,Wang, Chunfa,&Wen, Yi.(2023).ArtVerse: A Paradigm for Parallel Human-Machine Collaborative Painting Creation in Metaverses.IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,9.
MLA	Guo, Chao,et al."ArtVerse: A Paradigm for Parallel Human-Machine Collaborative Painting Creation in Metaverses".IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2023):9.