DocumentCode :
3861168
Title :
Text Semantics Based Automatic Summarization for Chinese Videos
Author :
Xingqi Wang;Taotao Zha;Chunming Wu;Jinglong Fang;Ming Jiang
Author_Institution :
Hangzhou Dianzi University, China
Volume :
24
Issue :
3
fYear :
2015
Firstpage :
462
Lastpage :
467
Abstract :
This paper is concerned with the task of automatically summarizing videos, which is important for many video-related applications. Examples include video retrieval, accessing and categorization, et al. Our approach summarizes video semantically from the texts embedded in videos. To improve the accuracy, ant colony algorithm, maximum matching method, Singular value decomposition (SVD) are employed for locating text region, segmenting words and clustering sentences, respectively. Based on these methods, a prototype is developed. In an experimental evaluation on the real world video datasets, we show that our proposed approach could provide accurate, satisfactory performance.
Journal_Title :
Chinese Journal of Electronics
Publisher :
iet
ISSN :
1022-4653
Type :
jour
DOI :
10.1049/cje.2015.07.004
Filename :
7406549
Link To Document :
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