计算机科学技术学报（英文版）
計算機科學技術學報（英文版）
계산궤과학기술학보（영문판）
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY
2014年
5期
785-798
,共14页
陈智能%杨宗桦%张炜%曹娟%姜育刚
陳智能%楊宗樺%張煒%曹娟%薑育剛
진지능%양종화%장위%조연%강육강
Web video%celebrity%name-face association%dataset construction%community analysis
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.
