Title :
Periodic human motion description for sports video databases
Author :
Cheng, Fangxiang ; Christmas, William ; Kittler, Josef
Author_Institution :
Sony Broadcast & Professional Res. Labs., Basingstoke, UK
Abstract :
Many different visual features can be used for analysis and annotation of sports video material. Here, we present a periodic motion feature descriptor that can discriminate between different sports types that contain periodic motion. The experimental results, using video material from the 1992 Barcelona Olympic Games, show that the proposed periodic motion descriptor can successfully classify four sports types: sprint, long-distance running, hurdling and canoeing.
Keywords :
feature extraction; image motion analysis; sport; video databases; video signal processing; Barcelona Olympic Games; canoeing; hurdling; long distance running; periodic human motion description; periodic motion descriptor; sports video databases; sprint; visual feature detection; Cameras; Feature extraction; Games; Humans; Motion analysis; Multimedia communication; Multimedia databases; Satellite broadcasting; Spatial databases; Speech analysis;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1334666