Automatic face annotation in TV series by video/script alignment
文献类型：期刊论文
| 作者 | Zhang, Yifan1 ; Tang, Zhiqang1; Zhang, Chunjie2; Liu, Jing1; Lu, Hanqing1
|
| 刊名 | NEUROCOMPUTING
 |
| 出版日期 | 2015-03-25 |
| 卷号 | 152页码:316-321 |
| 关键词 | Face annotation Face naming Video analysis Sequence alignment |
| 英文摘要 | 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. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | CHARACTER IDENTIFICATION |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000349572600032 |
| 公开日期 | 2015-09-22 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/8049]  |
| 专题 | 自动化研究所_模式识别国家重点实验室_图像与视频分析团队 |
| 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 |
| 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. |
入库方式： OAI收割
来源：自动化研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。