DocumentCode :
2421472
Title :
Event Detection in Sports Video Based on Multiple Feature Fusion
Author :
Liu Hua-Yong ; He Tingting ; Zhang Hui
Author_Institution :
Central China Normal Univ., Wuhan
Volume :
2
fYear :
2007
fDate :
24-27 Aug. 2007
Firstpage :
446
Lastpage :
450
Abstract :
Semantic sports video analysis has attracted more and more attention recently. In this paper, we present a football event detection method by using multiple feature extraction and fusion. Instead of using low-level features, the proposed method is built upon visual, auditory features, text and audio keywords. Promising event detection results have been achieved. By using the proposed method, we have been able to detect the football events accurately. Experimental results have shown our proposed method is effective for football event detection.
Keywords :
feature extraction; object detection; sport; video signal processing; audio keywords; auditory features; football event detection; multiple feature extraction; multiple feature fusion; semantic sports video analysis; text keywords; Computer science; Event detection; Feature extraction; Finance; Gunshot detection systems; Helium; Image segmentation; Layout; Streaming media; Videoconference;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2874-8
Type :
conf
DOI :
10.1109/FSKD.2007.278
Filename :
4406118
Link To Document :
بازگشت