Institutional Repository of Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
Non-dominated sorting based multi-page photo collage | |
Song,Yu1,2,4; Tang,Fan3; Dong,Weiming1,2,4; Xu,Changsheng1,2,4 | |
发表期刊 | Computational Visual Media |
ISSN | 2096-0433 |
2021-12-06 | |
卷号 | 8期号:2 |
通讯作者 | Dong,Weiming(weiming.dong@ia.ac.cn) |
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. |
关键词 | multi-page photo collage balance-aware measurements non-dominated sorting genetic algorithm |
DOI | 10.1007/s41095-021-0221-0 |
语种 | 英语 |
WOS记录号 | BMC:10.1007/s41095-021-0221-0 |
出版者 | Tsinghua University Press |
七大方向——子方向分类 | 图像视频处理与分析 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/46130 |
专题 | 模式识别国家重点实验室_多媒体计算 |
通讯作者 | Dong,Weiming |
作者单位 | 1.Chinese Academy of Sciences; NLPR, Institute of Automation 2.University of Chinese Academy of Sciences; School of Artificial Intelligence 3.Jilin University; School of Artificial Intelligence 4.CASIA-LLvision Joint Lab |
第一作者单位 | 模式识别国家重点实验室; 中国科学院自动化研究所 |
通讯作者单位 | 模式识别国家重点实验室; 中国科学院自动化研究所 |
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). |
条目包含的文件 | 条目无相关文件。 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论