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2004
Springer

Automatic Labeling of Sports Video Using Umpire Gesture Recognition

12 years 7 months ago
Automatic Labeling of Sports Video Using Umpire Gesture Recognition
We present results on an extension to our approach for automatic sports video annotation. Sports video is augmented with accelerometer data from wrist bands worn by umpires in the game. We solve the problem of automatic segmentation and robust gesture classification using a hierarchical hidden Markov model in conjunction with a filler model. The hierarchical model allows us to gestures at different levels of abstraction and the filler model allows us to handle extraneous umpire movements. Results are presented for labeling video for a game of Cricket.
Graeme S. Chambers, Svetha Venkatesh, Geoff A. W.
Added 02 Jul 2010
Updated 02 Jul 2010
Type Conference
Year 2004
Where SSPR
Authors Graeme S. Chambers, Svetha Venkatesh, Geoff A. W. West
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