Content-based video retrieval by integrating spatio-temporal and stochastic recognition of events

Proceedings - IEEE Workshop on Detection and Recognition of Events in Video, EVENT 2001

Volumn , Issue , 2001, Pages 75-82

  Petkovic, M ^a   Jonker, W ^a  

^a UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

CONTENT BASED RETRIEVAL; IMAGE RETRIEVAL; SEMANTICS; STOCHASTIC MODELS; STOCHASTIC SYSTEMS;

CONTENT-BASED VIDEO RETRIEVAL; INTEGRATED USE; LOW-LEVEL FEATURES; RULE-BASED APPROACH; SPATIO TEMPORAL; STOCHASTIC APPROACH; TENNIS VIDEOS; VIDEO DATA MODEL;

VIDEO RECORDING;

EID: 84962655990     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EVENT.2001.938869     Document Type: Conference Paper

References (33)

1. A. Yoshitaka, T. Ichikawa, "A Survey on Content-Based Retrieval for Multimedia Databases", IEEE Transactions on Knowledge and Data Engineering, 11(1), 1999, pp. 81-93.
2. A. Del Bimbo, Visual Information Retrieval, Morgan Kaufmann, San Francisco, California, 1999.
3. W. Al-Khatib, Y. Day, A. Ghafoor, P. Berra, "Semantic Modeling and Knowledge Representation in Multimedia Databases", IEEE Transactions on Knowledge and Data Engineering, 11(1), 1999, pp. 64-80.
4. M.S. Kankanhalli, et al, "Video Modeling Using Strata-Based Annotation", IEEE MMultimedia, 7(1), 2000, pp. 68-73.
5. S. Intille, A. Bobick, "Visual Tracking Using Closed-Worlds", Tech. Report No. 294, M.I.T. Media Laboratory, 1994.
6. Y. Gong, L. T. Sin, C. H. Chuan, H-J. Zhang, M. Sakauchi, "Automatic Parsing of TV Soccer Programs", In Proc. of IEEE International Conference on Multimedia Computing and Systems, Washington D.C., 1995, pp. 167-174.
7. H. Miyamori, S-I. Iisaku, "Video Annotation for Content-based Retrieval using Human Behavior Analysis and Domain Knowledge", In Proc. of the IEEE Intl. Conf. on Automatic Face and Gesture Recognition, Grenoble, France, 2000, pp. 320-325.
8. G. Sudhir, J. Lee, A. Jain, "Automatic Classification of Tennis Video for High-level Content-based Retrieval", IEEE Workshop on Content-based Access and Image and Video Databases, Bombay, India, 1998, pp. 81-90.
9. N. Haering, R.J. Qian, M.I. Sezan, "A semantic event-detection approach and its application to detecting hunts in wildlife video", Circuits and Systems for Video Technology, IEEE Transactions on, 10(6), Sept. 2000, pp. 857-868.
10. M. Shah, R. Jain (eds), Motion-Based Recognition, Kluwer Academic Publishers, 1997.
11. Y. Rui, A. Gupta, A. Acero, "Automatically Extracting Highlights for TV Baseball Programs", In Proc. of ACM Multimedia, Los Angeles, CA, 2000, pp. 105-115.
12. J. Yamato, J. Ohya, K. Ishii, "Recognizing Human Action in Time-Seuential Images using Hidden Markov Model", In Proc. of IEEE Computer Vision and Pattern Recognition, 1992, pp. 379-385.
13. M. Naphade, T. Kristjansson, B. Frey, T.S. Huang, "Probabilistic multimedia objects (multijects): A novel approach to indexing and retrieval in multimedia systems", In Proc. of the IEEE ICIP, Chicago, IL, 1998, vol. 3, pp. 536-540.
14. D. Moore, I. Essa, M. Hayes, "Exploiting Human Actions and Object Context for Recognition Tasks", In Proc. of the IEEE Intl. Conf. on Computer Vision (ICCV), Coufu, Greece, 1999, vol. 1, pp. 80-86.
15. N. Vasconcelos, A. Lippman, "Bayesian Modeling of video editing and structure: Semantic features for video summarization and browsing", In Proc. of the IEEE ICIP, Chicago, IL, 1998, vol. 2, pp. 550-555.
16. A.M. Ferman, A.M. Tekalp, "Probabilistic Analysis and Extraction of Video Content", In Proc. of the IEEE ICIP, Tokyo, Japan, 1999, vol. 2, pp. 91-95.
17. T. Syeda-Mahmood, S. Srinivasan, "Detecting Topical Events in Digital Video", In Proc. of ACM Multimedia, Los Angeles, CA, 2000, pp. 85-94.
18. M. Naphade, T. Huang, "A Probabilistic Framework for Semantic Indexing and Retrieval in Video", In Proc. of the IEEE Intl. Conf. on Multimedia and Expo (ICME), New York, 2000, vol. 1, pp. 475-478.
19. MPEG Requirements Group, MPEG-7 visual part of eXperimentation Model 6.0, ISO/IEC JTC1/SC29/WG11 MPEG2000/N3398, Geneva, CH, June 2000.
20. MPEG Requirements Group, Working Draft 2.0 of MPEG-7 Visual, ISO/IEC JTC1/SC29/WG11 MPEG2000 N3322, Noordwijkerhout, NL, March 2000.
21. R. Collins, A. Lipton, T. Kanade, H. Fujiyoshi, D. Duggins, Y. Tsin, D. Tolliver, N. Enomoto, and O. Hasegawa, "A System for Video Surveillance and Monitoring" Tech. report CMU-RI-TR-00-12, Carnegie Mellon University, 2000.
22. D. Papadias, Y. Theodoridis, T. Sellis, and M. Egenhofer, "Topological Relations in the World of Minimum Bounding Rectangles: A Study with R-Trees", SIGMOD RECORD 24 (2), 1995, pp. 92-103.
23. J.F. Allen, "Maintaining knowledge about temporal intervals", Communications of ACM, 26(11), 1983, pp. 832-843.
24. L. Baum, T. Petrie, G. Soules, N. Weiss, "A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains", Annals of Mathematical Statistics, 41(1), 1970, pp. 164-171.
25. T. Starner, J. Weaver, A. Pentland, "Real-time American Sign Language Recognition Using Desk and Wearable Computer Based Video", Pattern Recognition and Machine Intelligence IEEE Trans. on, 20(12), 1998, pp. 1371-1375.
26. S. Muller, S. Eickeler, G. Rigoll, "Pseudo 3-D HMMs for Image Sequence Recognition", In Proc. of the IEEE Intl. Conf. on Image Processing (ICIP), Tokyo, Japan, 1999, pp. 237-241.
27. S. Michaelson, M. Steedman, Hidden Markov Models for Speech Recognition, Edinburgh University Press, 1990.
28. Z. Zivkovic, F. vd Heijden, M. Petkovic, W. Jonker, "Image Segmentation and Feature Extraction for Recognizing Strokes in Tennis Game Videos", In Proc. of the ASCI, Heijen, The Netherlands, 2001.
29. H. Fujiyoshi and A. Lipton, "Real-time Human Motion Analysis by Image Skeletonization" In Proc. of the IEEE WACV, Princeton NJ, pp. 15-21, 1998.
30. P. Bonz, A.N. Wilschut, M.L. Kersten, "Flattering an objects algebra to provide performance", In Proc. of the IEEE Intl. Conf. on Data Engineering, Orlando, pp. 568-577, 1998.
31. R. Duda, R. Hart, Pattern Classification and Scene Analysis, John Wiley, 1973.
32. J. Yandell, Visual Tennis, Human Kinetics, 1999.
33. G. Pingali, Y. Jean, A. Opalach, I. Carlbom, "LucentVision: Converting Real World Events into Multimedia Experiences" IEEE ICME, New York City, vol.3, pp. 1433-1436, 2000