Automatic face annotation in TV series by video/script alignment
Zhang, Yifan1; Tang, Zhiqang1; Zhang, Chunjie2; Liu, Jing1; Lu, Hanqing1
2015-03-25
发表期刊NEUROCOMPUTING
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:5[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
专题模式识别国家重点实验室_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
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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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