Automatic face annotation in TV series by video/script alignment

	Automatic face annotation in TV series by video/script alignment
	Zhang, Yifan1 ; Tang, Zhiqang 1; Zhang, Chunjie2 ; Liu, Jing1 ; Lu, Hanqing1
发表期刊	NEUROCOMPUTING
	2015-03-25
期号	152 页码:316-321
文章类型	Article
摘要	This paper describes a method for automatically tagging the names to the faces which are collected from uncontrolled TV series videos. The detected faces are firstly partitioned into several clusters. Then we construct a face sequence based on their occurrence order in the video and denote them by cluster labels. It can be assumed that the temporal distribution of the faces in the video roughly follows the temporal distribution of the names in the script. Hence, we propose to annotate the faces by video/script alignment. A global sequence alignment algorithm is employed to find the most probable faces in the face sequence matching to the names in the name sequence. The novelty lies in that we consider the temporal order relationship of the faces and names over the whole video and directly align two heterogeneous sequences. Experiments on real-world videos have demonstrated the effectiveness and efficiency of the proposed method. (C) 2014 Elsevier B.V. All rights reserved.
关键词	Face Annotation Face Naming Video Analysis Sequence Alignment
WOS标题词	Science & Technology ; Technology
关键词[WOS]	CHARACTER IDENTIFICATION
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000349572600032
引用统计	被引频次：7[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/173211/8049
专题	紫东太初大模型研究中心_图像与视频分析
作者单位	1.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China 2.Univ Chinese Acad Sci, Sch Comp & Control Engn, Beijing 100049, Peoples R China
第一作者单位	模式识别国家重点实验室
推荐引用方式 GB/T 7714	Zhang, Yifan,Tang, Zhiqang,Zhang, Chunjie,et al. Automatic face annotation in TV series by video/script alignment[J]. NEUROCOMPUTING,2015(152):316-321.
APA	Zhang, Yifan,Tang, Zhiqang,Zhang, Chunjie,Liu, Jing,&Lu, Hanqing.(2015).Automatic face annotation in TV series by video/script alignment.NEUROCOMPUTING(152),316-321.
MLA	Zhang, Yifan,et al."Automatic face annotation in TV series by video/script alignment".NEUROCOMPUTING .152(2015):316-321.

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