DocumentCode :
423809
Title :
A framework for automatic detection of soccer goal event based on cinematic template
Author :
Yang, Yao-Quan ; Lu, Yu-Dong ; Chen, Wei
Author_Institution :
Fac. of Control Sci. & Eng., North China Electr. Power Univ., Baoding, China
Volume :
6
fYear :
2004
fDate :
26-29 Aug. 2004
Firstpage :
3759
Abstract :
As digital sports video data become more and more pervasive, automatic highlight detection is particularly demanding. We present an automatic and effective framework for goal event detection based on the cinematic features. The proposed framework includes 4 parts: shot boundary detection, shot classification, slow-motion detection, and goal event detection. The shot boundary detector employs the multi-filter structure. Then, the goal detector uses the slow-motion replay to locate the goal shot and the new cinematic template to model and identify the goal event. By the experiments over diverse soccer game videos, the proposed framework is effective and efficient to find the goal shot.
Keywords :
filtering theory; image classification; image colour analysis; object detection; sport; video signal processing; automatic highlight detection; cinematic template; goal event detection; multifilter structure; shot boundary detection; shot classification; slow-motion replay detection; soccer goal event; soccer video processing; Automatic control; Data engineering; Detectors; Event detection; Face detection; Filters; Flowcharts; Games; Gunshot detection systems; Motion detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
Type :
conf
DOI :
10.1109/ICMLC.2004.1380478
Filename :
1380478
Link To Document :
بازگشت