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dc.contributor.convenorGary G. Yenen_AU
dc.contributor.authorGreen, Stevenen_US
dc.contributor.authorBlumenstein, Michaelen_US
dc.contributor.editorGary G. Yenen_US
dc.date.accessioned2017-04-24T10:08:46Z
dc.date.available2017-04-24T10:08:46Z
dc.date.issued2006en_US
dc.date.modified2009-09-29T23:14:33Z
dc.identifier.refurihttp://www.wcci2006.orgen_AU
dc.identifier.doi10.1109/IJCNN.2006.247071en_AU
dc.identifier.urihttp://hdl.handle.net/10072/13304
dc.description.abstractThis paper presents an investigation of a neural-based technique for detecting and quantifying persons in beach imagery for the purpose of predicting trends of tourist activities at beach sites. The proposed system uses various pre-processing and segmentation techniques to initially isolate potential objects in cluttered scenes. A structural feature extraction technique is then used to represent objects of interest for training a neural classifier. An exhaustive search strategy, incorporating a neural network, is proposed to effectively scan beach images to determine whether objects are "person" or "non-person". Encouraging results are presented for person detection using video imagery collected from a beach site on the coast of Australia.en_US
dc.description.peerreviewedYesen_US
dc.description.publicationstatusYesen_AU
dc.format.extent431307 bytes
dc.format.extent23102 bytes
dc.format.mimetypeapplication/pdf
dc.format.mimetypetext/plain
dc.languageEnglishen_US
dc.language.isoen_AU
dc.publisherIEEEen_US
dc.publisher.placeUSAen_US
dc.publisher.urihttp://www.ieee.org/portal/siteen_AU
dc.relation.ispartofstudentpublicationNen_AU
dc.relation.ispartofconferencename2006 International Joint Conference on Neural Networksen_US
dc.relation.ispartofconferencetitle2006 International Joint Conference on Neural Networksen_US
dc.relation.ispartofdatefrom2006-07-16en_US
dc.relation.ispartofdateto2006-07-21en_US
dc.relation.ispartoflocationVancouver, Canadaen_US
dc.rights.retentionYen_AU
dc.subject.fieldofresearchcode280207en_US
dc.subject.fieldofresearchcode280212en_US
dc.titleAn Exhaustive Search Strategy for Detecting Persons in Beach Scenes using Digital Video Imagery and Neural Network-based Classificationen_US
dc.typeConference outputen_US
dc.type.descriptionE1 - Conference Publications (HERDC)en_US
dc.type.codeE - Conference Publicationsen_US
gro.facultyGriffith Sciences, School of Information and Communication Technologyen_US
gro.rights.copyrightCopyright 2006 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.en_AU
gro.date.issued2006
gro.hasfulltextFull Text


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

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