Abstract
In this chapter we address two approaches to extract high-level concepts from video footage and show the integrated use of both. We also describe an experiment used for validation.
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References
J. F. Allen. Maintaining Knowledge about Temporal Intervals. Communications of ACM, 26(11):832–843, 1983.
L. Baum, T. Petrie, G. Soules, and N. Weiss. A maximization technique occurring in the statistical analysis of probabilistic functions of markov chains. Annals of Mathematical Statistics, 41(1):164–171.
M. Egenhofer and R. Franzosa. Point-set topological spatial relations. International Journal of Geographic Information Systems, 5(2):161–174.
A.M. Ferman and A.M. Tekalp. Probabilistic Analysis and Extraction of Video Content. In Procceeding of IEEE ICIP, volume 2, pages 536–540, Tokyo, Japan, 1998.
Y. Gong, L.T. Sin, C.H. Chuan, H-J. Zhang, and M. Sakauchi. Automatic Parsing of TV Soccer Programs. In Procceeding of IEEE International Conference on Multimedia Computing and Systems, pages 167–174, Washington D.C., 1995.
N. Haering, R.J. Qian, and M.I. Sezan. A Semantic Event-Detection Approach and its Application to Detecting Hunts in Wildlife Video. IEEE Transactions on Circuits and Systems for Video Technology, 10(6):857–868, 2000.
S. Intille and A. Bobick. Visual Tracking Using Closed-Worlds. Technical Report 294, MIT Media Laboratory, 1994.
T-L. Liu and D. Geiger. Approximate Tree Matching and Shape Similarity. In Proceedings of the 7th Intl. Conference on Compute Vision, pages 456–462, Greece, 1999.
M. Naphade, T. Kristjansson, B. Frey, and T.S. Huang. Probabilistic Multimedia Objects (Multijects): A Novel Approach to Indexing and Retrieval in Multimedia Systames. In Procceeding of IEEE ICIP, volume 3, pages 536–540, Chicago, IL, 1998.
M. Petković. Content-Based Video Retrieval Supported by Database Technology. PhD thesis, Centre for Telematich and Information Technology, Enschede, The Netherlands, 2003.
M. Petković and W. Jonker. Content-Based Video Retrieval by Integrating Spatio Temporal and Stochastic Recognition of Events. In Procceeding of IEEE Intl. Workshop on Detection and Recognition of Events in Video, pages 75–82, Vancouver, Canada, 2001.
M. Petkovic, M. A. Windhouwer, R. van Zwol, H. E. Blok, P. M. G. Apers, M. L. Kersten, and W. Jonker. Content-based video indexing for the support of digital library search. In Proceedings of the 18th International Conference on Data Engineering (ICDE 2002), San Jose, CA, USA, pages 494–495, Washington, DC, USA, 2002. IEEE Computer Society. http://doi.ieeecomputersociety.org/10.1109/ICDE.2002.994766, issn 1063-6382.
G. Pingali, Y. Jean, A. Opalach, and I. Carlbom. LucentVision: Converting Real World Events into Multimedia Expiriences. In Procceeding of IEEE Intl. Conference on Multimedia and Expo (ICME), volume 3, pages 1433–1436, New York, 2000.
R. Rosales and A. Sclaroff. Specialized Mappings and the Estimation of Human Body Pose from a Single Image. In Workshop on Human Motion (HUMO). IEEE.
Y. Rui, A. Gupta, and A. Acero. Automatically Extracting Highlights for TV Baseball Programs. In Procceeding of ACM Multimedia, pages 105–115, Los Angeles, CA, 2000.
M. Shah and R. Jain. Motion-Based Recognition. Kluwer Academic Publisher, 1997.
G. Sudhir, J. Lee, and A. Jain. Automatic Classification of Tennis Video for High-level Content-based Retrieval. In Proceedings of IEEE Intl. Workshop on Content-based Access and Image and Video Databases, pages 81–90, Bombay, India, 1998.
N. Vasconcelos and A. Lippman. Bayesian Modeling of Video Editing and Structure: Semantic Features for Video Sumarization and Browsing. In Procceeding of IEEE ICIP, volume 2, pages 550–555, Chicago, IL, 1998.
Z. Živković, F. van der Heijden, M. Petković, and W. Jonker. Image Processing and Feature Extraction for Recognizing Strokes in Tennis Game Videos. In Proceedings of 7th Annual Conference of the Advances School for Computing and Imaging, pages 262–266, The Netherlands, 2001.
J. Yandell. Visual Tennis. Human Kinetics, 1999.
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Petković, M., Jonker, W., Blanken, H. (2007). A Spatio-Temporal and a Probabilistic Approach for Video Retrieval. In: Blanken, H.M., Blok, H.E., Feng, L., de Vries, A.P. (eds) Multimedia Retrieval. Data-Centric Systems and Applications. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-72895-5_9
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DOI: https://doi.org/10.1007/978-3-540-72895-5_9
Publisher Name: Springer, Berlin, Heidelberg
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