Name-Face Association in Web Videos: A Large-Scale Dataset, Baselines, and Open Issues

	Name-Face Association in Web Videos: A Large-Scale Dataset, Baselines, and Open Issues
	Chen, Zhi-Neng; Ngo, Chong-Wah; Zhang, Wei; Cao, Juan; Jiang, Yu-Gang
发表期刊	JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY
	2014-09-01
卷号	29 期号:5;5 页码:785-798
文章类型	Article
摘要	Associating faces appearing in Web videos with names presented in the surrounding context is an important task in many applications. However, the problem is not well investigated particularly under large-scale realistic scenario, mainly due to the scarcity of dataset constructed in such circumstance. In this paper, we introduce a Web video dataset of celebrities, named WebV-Cele, for name-face association. The dataset consists of 75 073 Internet videos of over 4 000 hours, covering 2 427 celebrities and 649 001 faces. This is, to our knowledge, the most comprehensive dataset for this problem. We describe the details of dataset construction, discuss several interesting findings by analyzing this dataset like celebrity community discovery, and provide experimental results of name-face association using five existing techniques. We also outline important and challenging research problems that could be investigated in the future.
关键词	Web Video Celebrity Name-face Association Dataset Construction Community Analysis
WOS标题词	Science & Technology ; Technology
关键词[WOS]	SEARCH ; CONTEXT ; IMAGES ; NEWS
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Hardware & Architecture ; Computer Science, Software Engineering
WOS记录号	WOS:000342412700006
引用统计	被引频次：14[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/173211/40869
专题	复杂系统认知与决策实验室_听觉模型与认知计算
推荐引用方式 GB/T 7714	Chen, Zhi-Neng,Ngo, Chong-Wah,Zhang, Wei,et al. Name-Face Association in Web Videos: A Large-Scale Dataset, Baselines, and Open Issues[J]. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY,2014,29(5;5):785-798.
APA	Chen, Zhi-Neng,Ngo, Chong-Wah,Zhang, Wei,Cao, Juan,&Jiang, Yu-Gang.(2014).Name-Face Association in Web Videos: A Large-Scale Dataset, Baselines, and Open Issues.JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY,29(5;5),785-798.
MLA	Chen, Zhi-Neng,et al."Name-Face Association in Web Videos: A Large-Scale Dataset, Baselines, and Open Issues".JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY 29.5;5(2014):785-798.