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A comparative evaluation of visual tracking systems

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dc.contributor.authorGatt, A.A.
dc.contributor.authorWong, S.
dc.contributor.authorKearney, D.A.
dc.contributor.authorWatts, E.
dc.contributor.conferenceAcquisition, Tracking, Pointing and Laser Systems Technologies XXIII (14 Apr 2009 - 15 Apr 2009 : Orlando, Florida, USA)
dc.contributor.editorSteven, L.
dc.date.issued2009
dc.description.abstractThis paper provides comparative evaluations of two visual object tracking algorithms - the Shape Estimating Filter (SEF), a homogeneous extension of the basic correlation tracker; and its multi-object counterpart the Competitive Attentional Correlation Tracker using Shape (CACTuS). The CACTuS is evaluated comparatively against its predecessor to show direct improvement in tracking effectiveness. Our approach will involve an evaluation framework consisting of a range of modern, peer reviewed tracking performance metrics, allowing for a detailed multi-faceted analysis of tracking results. As such we provide an overview of current performance evaluation methods, including techniques for multi-object tracker evaluation.
dc.identifier.citationProceedings of SPIE, 2009 / Steven, L. (ed./s), vol.7338, iss.7338OK, pp.1-18
dc.identifier.doi10.1117/12.818094
dc.identifier.isbn9780819476043
dc.identifier.issn0277-786X
dc.identifier.urihttps://hdl.handle.net/1959.8/71360
dc.language.isoen
dc.publisherSPIE
dc.publisher.placeBellingham, Washington, USA
dc.rightsCopyright 2009 Society of Photo-Optical Instrumentation Engineers
dc.source.urihttps://doi.org/10.1117/12.818094
dc.titleA comparative evaluation of visual tracking systems
dc.typeConference paper
pubs.publication-statusPublished
ror.mmsid9915910634101831

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