Abstract
Multimedia data are used in many fields. The problem is how to manipulate the large quantity of these data. One of the proposed solutions is an intelligent video summarization system. Summarizing a video consists in providing another version that contains pertinent and important items. The most popular type of summary is the pictorial summary. We propose in this chapter to index pictorial summaries in order to accelerate the browsing operation of video archives. The chapter presents a conception of a digital video archive that offers three access levels making easier the search for video sequences. The first access level offers to the user a full access for the whole archive. The second access level allows to the user to browse video archive by consulting video summaries. We contribute by adding a third access level that accelerates the archive browsing by adding an indexing subsystem, which operates on video summaries. We propose to index video summaries to accelerate the research of desired sequences. We treat the case of news broadcast video
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Y.F Ma, Zhang H.J: A Bird View of Video Sequence, In Proceedings of International Multimedia Modeling Conference 2005 page (94–101).
Y. Taniguchi, A. Akutsu, Y. Tonomura: Extracting and Packing Panoramas for Video Browsing, In Proceedings of ACM Multimedia 1997 page (427–436).
S. Uchihashi, J. Foo, A. Girgensohn, J. Boreczky: Generating Semantically Meaningful Video Summaries, In Proceedings of ACM Multimedia 1999 page (383–392).
NIST, 2004 http://www-nlpir.nist.gov/projects/tv2004/tv2004.html#2.2.
TRECVID, 2003, 2004, TREC Video Retrieval Evaluation: http://www-nlpir.nist.gov/projects/trecvid/.
H.J. Zhang, W. Smoliar, D. Zhong: An integrated and Content-Based Solution, In Proceedings of ACM Multimedia 1995 page (45–54).
J. Yang, A.G. Hauptmann: Multi-modal Analysis for Person Type Classification in News Video, In Proceedings of the Symposium on Electronic Imaging 2005 page (165–172).
M. Ellouze, H. Karray, W.B. Soltana, A.M. Alimi: Utilisation de la carte de Kohonen pour la détection des plans présentateur d’un journal télévisé, TAIMA’2007 2007 page (271–276).
D.E. Goldberg: Genetic algorithms in search, optimization, and machine learning Addison-Wesley, Reading MA 1989.
X. Chen, H. Zhang: Text area Detection from video frames, In Proceedings of the IEEE Pacific-Rim Conference on Multimedia 2001 page (222–228).
K. Jain, B. Yu: Automatic text location in images and video frames, Pattern recognition Vol. 31, No.12, 1998 page. (2055–2076).
H.P. Li, D. Doemann, O. Kia: Automatic text detection and tracking in digital video, IEEE Trans. on Image Processing Vol. 9, No.1, 2000 page (147–156).
S. Hua, X., X.-R. Chen L. Wenyin, H-J. Zhang: Automatic location of text in video frames, Workshop on Multimedia Information Retrieval (MIR2001, In conjunction with ACM Multimedia 2001).
H. Karray, A.M. Alimi: Detection and Extraction of the Text in a video sequence, In Proceedings IEEE 12 International Conference on Electronics, Circuits and systems 2005 page (474–478).
H. Karray, M. Ellouze, A.M. Alimi: Using Text Transcriptions For Summarizing News Video, In Proceedings of the International Conference’ information and communication technologies International symposium (ICTIS) 2007.
ISO/IEC: Introduction to MPEG-7 (version 4.0). approved, N4675, March 2002.
B.S. Manjunath, P. Salembier, T. Sikora: Introduction to MPEG-7: Multimedia Content Description Interface. ISBN0471486787, Wiley 2002 page (335–361).
N. Fatemi, O. Abou-Khaled: Indexing and Retrieval of TV News Programs based on MPEG-7, IEEE International Conference on Consumer Electronics, Los Angeles, CA, June 2001.
W3C: XQuery 1.0: An XQuery Language. WorkingDraft, http://www.w3.org/TR/2003/WD-xquery-20030502 May 2003.
Acknowledgments
The authors want to acknowledge the financial support of this work by grants from the General Direction of Scientific Research and Technological Renovation (DGRST), Tunisia, under the ARUB programme 01/UR/11/02.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2009 Springer-Verlag London Limited
About this chapter
Cite this chapter
Karray, H., Ellouze, M., Alimi, A. (2009). Indexing Video Summaries for Quick Video Browsing. In: Hassanien, AE., Abawajy, J., Abraham, A., Hagras, H. (eds) Pervasive Computing. Computer Communications and Networks. Springer, London. https://doi.org/10.1007/978-1-84882-599-4_4
Download citation
DOI: https://doi.org/10.1007/978-1-84882-599-4_4
Published:
Publisher Name: Springer, London
Print ISBN: 978-1-84882-598-7
Online ISBN: 978-1-84882-599-4
eBook Packages: Computer ScienceComputer Science (R0)