Non-dominated sorting based multi-page photo collage
文献类型：期刊论文
| 作者 | Song,Yu2,3,4; Tang,Fan1 ; Dong,Weiming2,3,4; Xu,Changsheng2,3,4
|
| 刊名 | Computational Visual Media
 |
| 出版日期 | 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 |
| WOS记录号 | BMC:10.1007/S41095-021-0221-0 |
| 出版者 | Tsinghua University Press |
| 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). |
入库方式： OAI收割
来源：自动化研究所
浏览0
下载0
收藏0
其他版本
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。