DocumentCode :
2498129
Title :
Detection of swimmers in swimming video sequences
Author :
Wang, Jian ; Zhang, Yi ; Gao Qin, Ting
Author_Institution :
Dept. of Autom., Shanghai Univ., Shanghai
fYear :
2008
fDate :
25-27 June 2008
Firstpage :
7768
Lastpage :
7772
Abstract :
We can record swimmerspsila real-time training actions when underwater trolleys carrying cameras track swimmers. Swimmerspsila (moving object) location in images can be detected automatically from the acquired image sequences with image processing, video analysis and computer processing techniques. We can predict the targetpsilas location in next frame on previous locations then we can track and shoot swimmers automatically using trolleys carrying cameras. We present the method of moving object detection from video sequences based on temporal-spatial information fusion after we researched on common moving object detection methods. This method combines single-framepsilas spatial domain features with multi-framepsilas time domain features and acquires moving targetpsilas location in video sequences through spatial detection. We can realize effective detection of moving objects with further image processing techniques such as image filtering and connective components marking. The simulation result of swimmerspsila detection in swimming video sequences and the comparison with that of other detection methods shows the effectiveness of this method.
Keywords :
filtering theory; image fusion; image sequences; object detection; video signal processing; computer processing techniques; image filtering; image processing; image sequences; moving object detection; swimmer detection; swimmers real-time training actions; swimming video sequences; temporal-spatial information fusion; video analysis; Cameras; Filtering; Image analysis; Image processing; Image sequence analysis; Image sequences; Object detection; Target tracking; Underwater tracking; Video sequences; moving target detection; temporal-spatial information fusion; video sequences;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
Type :
conf
DOI :
10.1109/WCICA.2008.4594139
Filename :
4594139
Link To Document :
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