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. Attached Files Name Description MIMEType Size Downloads Title Automatic labeling of sports video using umpire gesture recognition Author(s) Chambers, Graeme S. 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 Free to Read? Yes Persistent URL http://hdl.handle.net/10536/DRO/DU:30044661 Document type: Book Chapter Collections: Faculty of Science, Engineering and Built Environment School of Information Technology Open Access Collection Related Links Link Description Link to full-text (open access)   Connect to published version (restricted access) Go to link with your DU access privileges     Unless expressly stated otherwise, the copyright for items in DRO is owned by the author, with all rights reserved. Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au. Versions Version Filter Type Fri, 20 Apr 2012, 13:23:54 EST Mon, 23 Apr 2012, 13:40:35 EST Mon, 23 Apr 2012, 13:44:45 EST Thu, 20 Nov 2014, 10:52:58 EST Sat, 21 Oct 2017, 02:03:18 EST Tue, 17 Dec 2019, 20:35:51 EST Filtered Full Citation counts:   Cited 5 times in TR Web of Science Cited 10 times in Scopus Search Google Scholar Access Statistics: 596 Abstract Views, 0 File Downloads  -  Detailed Statistics Created: Fri, 20 Apr 2012, 13:23:54 EST

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