CASIA OpenIR  > 模式识别国家重点实验室  > 图像与视频分析
Automatic face annotation in TV series by video/script alignment
Zhang, Yifan1; Tang, Zhiqang1; Zhang, Chunjie2; Liu, Jing1; Lu, Hanqing1
Source PublicationNEUROCOMPUTING
2015-03-25
Issue152Pages:316-321
SubtypeArticle
AbstractThis 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.
KeywordFace Annotation Face Naming Video Analysis Sequence Alignment
WOS HeadingsScience & Technology ; Technology
WOS KeywordCHARACTER IDENTIFICATION
Indexed BySCI
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence
WOS IDWOS:000349572600032
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/8049
Collection模式识别国家重点实验室_图像与视频分析
Affiliation1.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
First Author AffilicationChinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
Recommended Citation
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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