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dc.contributor.authorZhao, Jing (Jane)
dc.contributor.authorPang, Shaoning
dc.contributor.authorHartill, B.
dc.contributor.authorSarrafzadeh, Hossein
dc.description.abstractIn the context of maritime boat ramps surveillance, this paper proposes an Adaptive Background Modeling method for Land and Water composition scenes (ABM-lw) to interpret the traffic of boats passing across boat ramps. We compute an adaptive learning rate to account for changes on land and water composition scenes, in which the portion of water changes over time due to tidal dynamics and other environmental influences. Experimental comparative tests and quantitative performance evaluations of real-world boat-flow monitoring traffic sequences demonstrate the benefits of the proposed algorithm.en_NZ
dc.publisherInternational Conference on Image Analysis and Processing (ICIAP)en_NZ
dc.subjectmarine trafficen_NZ
dc.subjectmarine boat rampsen_NZ
dc.subjectmoving object detectionen_NZ
dc.subjectbackground modellingen_NZ
dc.subjectland and water composition sceneen_NZ
dc.subjectdynamic learning rateen_NZ
dc.titleAdaptive background modeling for land and water composition scenesen_NZ
dc.typeConference Contribution - Paper in Published Proceedingsen_NZ
dc.rights.holderInternational Conference on Image Analysis and Processing (ICIAP)en_NZ
dc.subject.marsden080110 Simulation and Modellingen_NZ
dc.identifier.bibliographicCitationZhao, J., Pang, S., Hartill. B., & Sarrafzadeh, A. (2015, September). Adaptive Background Modeling for Land and Water Composition Scenes. Vittorio Murino, Enrico Puppo, Gianni Vernazza (Ed.),18th International Conference on Image Analysis and Processing, ICIAP2015 (pp.200-211).en_NZ
unitec.institutionUnitec Institute of Technologyen_NZ
unitec.institutionNational Institute of Water and Atmospheric Research (NIWA) (Auckland, N.Z.)en_NZ
unitec.publication.title18th International Conference on Image Analysis and Processing (ICIAP 2015)en_NZ
unitec.conference.title18th International Conference on Image Analysis and Processing (ICIAP 2015)en_NZ
unitec.conference.orgGruppo Italiano Ricercatori in Pattern Recognition (GIRPR)en_NZ
unitec.conference.orgInternational Association for Pattern Recognition (IAPR)en_NZ
unitec.conference.locationGenova, Italyen_NZ
dc.contributor.affiliationUnitec Institute of Technologyen_NZ
dc.contributor.affiliationNational Institute of Water and Atmospheric Research (N.Z.)en_NZ

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