Automatic labeling of sports video using umpire gesture recognition

Chambers, Graeme S., Venkatesh, Svetha and West, Geoff A.W. 2004, Automatic labeling of sports video using umpire gesture recognition. In Fred, Ana, Caelli, Terry, Duin, Robert P.W., Campilho, Aurélio and de Ridder, Dick (ed), Structural, syntactic, and statistical pattern recognition : joint IAPR international workshops SSPR 2004 and SPR 2004, Lisbon, Portugal, August 18-20, 2004 : proceedings, Springer-Verlag, Berlin, Germany, pp.859-867, doi: 10.1007/978-3-540-27868-9_94.

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Title Automatic labeling of sports video using umpire gesture recognition
Author(s) Chambers, Graeme S.
Venkatesh, SvethaORCID iD for Venkatesh, Svetha orcid.org/0000-0001-8675-6631
West, Geoff A.W.
Title of book Structural, syntactic, and statistical pattern recognition : joint IAPR international workshops SSPR 2004 and SPR 2004, Lisbon, Portugal, August 18-20, 2004 : proceedings
Editor(s) Fred, Ana
Caelli, Terry
Duin, Robert P.W.
Campilho, Aurélio
de Ridder, Dick
Publication date 2004
Series Lecture notes in computer science ; 3138
Chapter number 94
Total chapters 127
Start page 859
End page 867
Total pages 9
Publisher Springer-Verlag
Place of Publication Berlin, Germany
Keyword(s) video annotation
video data
Summary 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 consider 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.
ISBN 9783540225706
3540225706
ISSN 0302-9743
Language eng
DOI 10.1007/978-3-540-27868-9_94
Field of Research 089999 Information and Computing Sciences not elsewhere classified
Socio Economic Objective 970108 Expanding Knowledge in the Information and Computing Sciences
HERDC Research category B1.1 Book chapter
Copyright notice ©2004, Springer-Verlag Berlin Heidelberg
Persistent URL http://hdl.handle.net/10536/DRO/DU:30044661

Document type: Book Chapter
Collection: School of Information Technology
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