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dc.contributor.authorGreen, Steven
dc.contributor.authorBlumenstein, Michael
dc.contributor.editorMehmet A. Orgun and John Thornton
dc.date.accessioned2017-05-03T13:03:23Z
dc.date.available2017-05-03T13:03:23Z
dc.date.issued2007
dc.date.modified2008-12-02T04:36:13Z
dc.identifier.urihttp://hdl.handle.net/10072/17594
dc.description.abstractThis paper describes a neural-based technique for detecting upright persons in low-resolution beach imagery in order to predict trends of tourist activities at beach sites. The proposed system uses a structural feature extraction technique to represent objects of interest for training a selection of neural classifiers. A number of neural-based classifiers are compared in this study and a direction-based feature extraction technique is investigated in conjunction with a rotationally invariant procedure for the purpose of beach object classification. Encouraging results are presented for person detection using video imagery collected from a beach site on the coast of Australia.
dc.description.peerreviewedYes
dc.description.publicationstatusYes
dc.languageEnglish
dc.language.isoeng
dc.publisherSpringer-Verlag
dc.publisher.placeGermany
dc.publisher.urihttp://www.springer.com/computer/artificial/book/978-3-540-76926-2
dc.publisher.urihttp://www.cit.gu.edu.au/conferences/austai/
dc.relation.ispartofstudentpublicationN
dc.relation.ispartofconferencenameAI 2007: Advances in Artificial Intelligence, 20th Australian Joint Conference on Artificial Intelli
dc.relation.ispartofconferencetitleAI 2007: Advances in Artificial intelligence : 20th Australian Joint Conference on Artificial Intelligence : Gold Coast, Australia, December 2007 : Proceedings
dc.relation.ispartofdatefrom2007-12-02
dc.relation.ispartofdateto2007-12-06
dc.relation.ispartoflocationGold Coast, Australia
dc.rights.retentionY
dc.subject.fieldofresearchcode280203
dc.titleA Comparison of Neural-based Techniques Investigating Rotational Invariance for Upright People Detection in Low Resolution Imagery
dc.typeConference output
dc.type.descriptionE1 - Conferences
dc.type.codeE - Conference Publications
gro.facultyGriffith Sciences, School of Information and Communication Technology
gro.date.issued2007
gro.hasfulltextNo Full Text
gro.griffith.authorBlumenstein, Michael M.
gro.griffith.authorGreen, Steven


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    Contains papers delivered by Griffith authors at national and international conferences.

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