Combination of Mean Shift of Colour Signature and Optical Flow for Tracking During Foreground and Background Occlusion

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dc.contributor.authorHedayati, Mohammaden_NZ
dc.contributor.authorCree, Michael J.en_NZ
dc.contributor.authorScott, Jonathan B.en_NZ
dc.coverage.spatialAuckland, New Zealanden_NZ
dc.date.accessioned2015-12-03T02:13:29Z
dc.date.available2015en_NZ
dc.date.available2015-12-03T02:13:29Z
dc.date.issued2015en_NZ
dc.description.abstractThis paper proposes a multiple hypothesis tracking for multiple object tracking with moving camera. The proposed model makes use of the stability of sparse optical flow along with the invariant colour property under size and pose variation, by merging the colour property of objects into optical flow tracking. To evaluate the algorithm five different videos are selected from broadcast horse races where each video represents different challenges that present in object tracking literature. A comparison study of the proposed method, with a colour based mean shift tracking proves the significant improvement in accuracy and stability of object tracking.
dc.format.mimetypeapplication/pdf
dc.identifier.citationHedayati, M., Cree, M. J., & Scott, J. B. (2015). Combination of Mean Shift of Colour Signature and Optical Flow for Tracking During Foreground and Background Occlusion (pp. 1–12). Presented at the 7th Pacific Rim Symposium on Image and Video Technology, Auckland, New Zealand.en
dc.identifier.doi10.1007/978-3-319-29451-3en_NZ
dc.identifier.urihttps://hdl.handle.net/10289/9786
dc.language.isoen
dc.publisherSpringeren_NZ
dc.relation.isPartOfImage and Video Technologyen_NZ
dc.rightsThis is an author’s accepted version of an article presented at 7th Pacific Rim Symposium on Image and Video Technology.
dc.source7th Pacific Rim Symposium on Image and Video Technologyen_NZ
dc.subjectObject Tracking
dc.subjectMeanShift
dc.subjectOptical Flow
dc.subjectLK
dc.subjectOcclusion
dc.titleCombination of Mean Shift of Colour Signature and Optical Flow for Tracking During Foreground and Background Occlusionen_NZ
dc.typeConference Contribution
pubs.begin-page1
pubs.elements-id134178
pubs.end-page12
pubs.finish-date2015-11-27en_NZ
pubs.organisational-group/Waikato
pubs.organisational-group/Waikato/FSEN
pubs.organisational-group/Waikato/FSEN/Engineering
pubs.publisher-urlhttp://www.psivt.org/psivt2015/index.phpen_NZ
pubs.start-date2015-11-23en_NZ
pubs.volume9431en_NZ
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