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A biologically inspired smart camera for use in surveillance applications

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dc.contributor.authorHaltis, K.
dc.contributor.authorSorell, M.
dc.contributor.authorBrinkworth, R.
dc.date.issued2010
dc.descriptionLink to a related website: http://pdfs.semanticscholar.org/04ff/efb8b5b373cf033cdc2201b01fb448f0b7df.pdf, Open Access via Unpaywall
dc.description.abstractBiological vision systems are capable of discerning detail as well as detecting objects and motion in a wide range of highly variable lighting conditions that proves challenging to traditional cameras. In this paper, the authors describe the real-time implementation of a biological vision model using a high dynamic range video camera and a General Purpose Graphics Processing Unit. The effectiveness of this implementation is demonstrated in two surveillance applications: dynamic equalization of contrast for improved recognition of scene detail and the use of biologically-inspired motion processing for the detection of small or distant moving objects in a complex scene. A system based on this prototype could improve surveillance capability in any number of difficult situations.
dc.description.statementofresponsibilityKosta Haltis, Matthew Sorell, Russell Brinkworth
dc.identifier.citationInternational Journal of Digital Crime and Forensics, 2010; 2(3):1-14
dc.identifier.doi10.4018/jdcf.2010070101
dc.identifier.issn1941-6210
dc.identifier.issn1941-6229
dc.identifier.orcidSorell, M. [0000-0003-3288-1175]
dc.identifier.urihttp://hdl.handle.net/2440/63723
dc.language.isoen
dc.publisherIGI Publishing
dc.relation.granthttp://purl.org/au-research/grants/arc/LP0667744
dc.relation.granthttp://purl.org/au-research/grants/arc/DP0986683
dc.relation.granthttp://purl.org/au-research/grants/arc/DP0986683
dc.relation.granthttp://purl.org/au-research/grants/arc/LP0667744
dc.rightsCopyright © 2010, IGI Global.
dc.source.urihttps://doi.org/10.4018/jdcf.2010070101
dc.subjectBiological Vision
dc.subjectDigital Video Processing
dc.subjectImage Enhancement
dc.subjectMotion Detection
dc.subjectSurveillance
dc.titleA biologically inspired smart camera for use in surveillance applications
dc.typeJournal article
pubs.publication-statusPublished

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