On the automated interpretation and indexing of American football Lazarescu, Mihai, Venkatesh, Svetha, West, Geoff and Caelli, Terry 1999, On the automated interpretation and indexing of American football, in ICMCS 1999 : Proceedings of the 6th International Conference on Multimedia Computing and Systems, IEEE, [Washington, D. C.], pp. 802-806, doi: 10.1109/MMCS.1999.779303. Attached Files Name Description MIMEType Size Downloads venkatesh-ontheautomated-1999.pdf Published version application/pdf 503.30KB 113 Title On the automated interpretation and indexing of American football Author(s) Lazarescu, Mihai Venkatesh, Svetha orcid.org/0000-0001-8675-6631 West, Geoff Caelli, Terry Conference name International Conference on Multimedia Computing and Systems (6th : 1999 : Florence, Italy) Conference location Florence, Italy Conference dates 7-11 Jun. 1999 Title of proceedings ICMCS 1999 : Proceedings of the 6th International Conference on Multimedia Computing and Systems Editor(s) [Unknown] Publication date 1999 Conference series International Conference on Multimedia Computing and Systems Start page 802 End page 806 Total pages 5 Publisher IEEE Place of publication [Washington, D. C.] Keyword(s) artificial intelligence image processing image recognition indexing layout machine learning machine learning algorithms natural languages software libraries video on demand Summary This work combines natural language understanding and image processing with incremental learning to develop a system that can automatically interpret and index American Football. We have developed a model for representing spatio-temporal characteristics of multiple objects in dynamic scenes in this domain. Our representation combines expert knowledge, domain knowledge, spatial knowledge and temporal knowledge. We also present an incremental learning algorithm to improve the knowledge base as well as to keep previously developed concepts consistent with new data. The advantages of the incremental learning algorithm are that is that it does not split concepts and it generates a compact conceptual hierarchy which does not store instances. Notes This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder. ISBN 0769502539 Language eng DOI 10.1109/MMCS.1999.779303 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 E1.1 Full written paper - refereed Copyright notice ©1999, IEEE Persistent URL http://hdl.handle.net/10536/DRO/DU:30044546 Document type: Conference Paper Collections: School of Information Technology Open Access Collection Related Links Link Description 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, 11:31:23 EST Mon, 23 Apr 2012, 16:10:42 EST Mon, 23 Apr 2012, 16:12:07 EST Tue, 01 May 2012, 15:05:34 EST Tue, 06 Sep 2016, 18:42:02 EST Filtered Full Citation counts:   Cited 0 times in TR Web of Science Cited 10 times in Scopus Search Google Scholar Access Statistics: 229 Abstract Views, 113 File Downloads  -  Detailed Statistics Created: Fri, 20 Apr 2012, 11:31:23 EST

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