Video annotation system based on categorizing and keyword labelling

Cui, Bin, Pan, Bei, Shen, Heng Tao, Wang, Ying and Zhang, Ce (2009). Video annotation system based on categorizing and keyword labelling. In: Xiaofang Zhou, Haruo Yokota, Ke Deng and Qing Liu, Lecture Notes in Computer Science. Proceedings of: Database Systems for Advanced Applications. Database Systems for Advanced Applications 14th International Conference, DASFAA 2009, Brisbane, Australia, (764-767). 21-23 April, 2009. doi:10.1007/978-3-642-00887-0


Author Cui, Bin
Pan, Bei
Shen, Heng Tao
Wang, Ying
Zhang, Ce
Title of paper Video annotation system based on categorizing and keyword labelling
Conference name Database Systems for Advanced Applications 14th International Conference, DASFAA 2009
Conference location Brisbane, Australia
Conference dates 21-23 April, 2009
Proceedings title Lecture Notes in Computer Science. Proceedings of: Database Systems for Advanced Applications   Check publisher's open access policy
Journal name Database Systems for Advanced Applications, Proceedings   Check publisher's open access policy
Place of Publication Berlin, Germany
Publisher Springer
Publication Year 2009
Sub-type Fully published paper
DOI 10.1007/978-3-642-00887-0
ISBN 978-3-642-00886-3
ISSN 0302-9743
Editor Xiaofang Zhou
Haruo Yokota
Ke Deng
Qing Liu
Volume 5463
Start page 764
End page 767
Total pages 4
Language eng
Abstract/Summary In this work, we demonstrate an automatic video annotation system which can provide users with the representative keywords for new videos. The system explores the hierarchical concept model and multiple feature model to improve the effectiveness of annotation, which consists of two components: a SVM classifier to ascertain the category; and a multiple feature model to label the keywords. We implement the demo system using the videos downloaded from YouTube. The results show the superiority of our approach.
Keyword Automatic video annotation
Concept model
Multiple feature models
Representative keywords
SVM classifiers
Two-component
Video annotation systems
YouTube
Q-Index Code E1
Q-Index Status Provisional Code
Institutional Status UQ

 
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Created: Tue, 16 Nov 2010, 15:04:48 EST by Dr Heng Tao Shen on behalf of School of Information Technol and Elec Engineering