A decision tree-based multimodal data mining framework for soccer goal detection

2004 IEEE International Conference on Multimedia and Expo (ICME)

Volumn 1, Issue , 2004, Pages 265-268

  Chen, Shu Ching ^a   Shyu, Mei Ling ^b   Chen, Min ^c   Zhang, Chengcui ^c  

^a FLORIDA INTERNATIONAL UNIVERSITY   (United States)

^b UNIVERSITY OF MIAMI   (United States)

^c Florida International University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FEATURE EXTRACTION; FREQUENCY DOMAIN ANALYSIS; IMAGE COMPRESSION; IMAGE SEGMENTATION; INTERNET; LEARNING SYSTEMS; MULTIMEDIA SYSTEMS; STANDARDS; TREES (MATHEMATICS);

DECISION TREES; EVENT RECOGNITION; MULTIMODAL ANALYSIS; VIDEO ANALYSIS; VIDEO SEQUENCES;

DATA MINING;

EID: 11244294681     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. S. Dagtas and M. Abdel-Mottaleb, "Extraction of TV Highlights using Multimedia Features," Proc. of IEEE International Workshop on Multimedia Signal Processing, 2001.
2. V. Tovinkere and R.J. Qian, "Detecting Semantic Events in Soccer Games: Towards a Complete Solution," Proc. of Int'l Conf. on Multimedia and Expo, pp. 1040-1043, 2001.
3. S.-C. Chen, M.-L. Shyu, C. Zhang, and R.L. Kashyap, "Video Scene Change Detection Method using Unsupervised Segmentation and Object Tracking," Proc. of IEEE International Conference on Multimedia and Expo, pp. 57-60, 2001.
4. P. Xu, et al., "Algorithms and System for Segmentation and Structure Analysis in Soccer Video," Proc. of IEEE International Conference on Multimedia and Expo, pp. 928-931, 2001.
5. J. Assfalg, et al., "Soccer Highlights Detection and Recognition using HMMs," Proc. of IEEE International Conference on Multimedia and Expo, pp. 825-828, 2002.
6. J.R. Quinlan. C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo, CA, 1993.
7. S.-C. Chen, M.-L. Shyu, C. Zhang, L. Luo, and M. Chen, "Detection of Soccer Goal Shots using Joint Multimedia Features and Classification Rules," Proc. of International Workshop on Multimedia Data Mining (MDM/KDD '2003), pp. 36-44, 2003.
8. K. El-Maleh, et al., "Speech/Music Discrimination for Multimedia Applications," Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 2445-2448, Istanbul, Turkey, 2000.