Non-dominated sorting based multi-page photo collage

doi:10.1007/s41095-021-0221-0

CORC > 自动化研究所 > 中国科学院自动化研究所 > 模式识别国家重点实验室 > 多媒体计算与图形学团队

	Non-dominated sorting based multi-page photo collage
	Song,Yu 2,3,4; Tang,Fan 1; Dong,Weiming 2,3,4; Xu,Changsheng 2,3,4
刊名	Computational Visual Media
	2021-12-06
卷号	8 期号:2
关键词	multi-page photo collage balance-aware measurements non-dominated sorting genetic algorithm
ISSN号	2096-0433
DOI	10.1007/s41095-021-0221-0
通讯作者	Dong,Weiming(weiming.dong@ia.ac.cn)
英文摘要	AbstractThe development of social networking services (SNSs) revealed a surge in image sharing. The sharing mode of multi-page photo collage (MPC), which posts several image collages at a time, can often be observed on many social network platforms, which enables uploading images and arrangement in a logical order. This study focuses on the construction of MPC for an image collection and its formulation as an issue of joint optimization, which involves not only the arrangement in a single collage but also the arrangement among different collages. Novel balance-aware measurements, which merge graphic features and psychological achievements, are introduced. Non-dominated sorting genetic algorithm is adopted to optimize the MPC guided by the measurements. Experiments demonstrate that the proposed method can lead to diverse, visually pleasant, and logically clear MPC results, which are comparable to manually designed MPC results.
语种	英语
出版者	Tsinghua University Press
WOS记录号	BMC:10.1007/S41095-021-0221-0
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/46129]
专题	自动化研究所_模式识别国家重点实验室_多媒体计算与图形学团队
通讯作者	Dong,Weiming
作者单位	1.Jilin University; School of Artificial Intelligence 2.CASIA-LLvision Joint Lab 3.University of Chinese Academy of Sciences; School of Artificial Intelligence 4.Chinese Academy of Sciences; NLPR, Institute of Automation
推荐引用方式 GB/T 7714	Song,Yu,Tang,Fan,Dong,Weiming,et al. Non-dominated sorting based multi-page photo collage[J]. Computational Visual Media,2021,8(2).
APA	Song,Yu,Tang,Fan,Dong,Weiming,&Xu,Changsheng.(2021).Non-dominated sorting based multi-page photo collage.Computational Visual Media,8(2).
MLA	Song,Yu,et al."Non-dominated sorting based multi-page photo collage".Computational Visual Media 8.2(2021).