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dc.contributor.authorHedayati, Mohammaden_NZ
dc.contributor.authorCree, Michael J.en_NZ
dc.contributor.authorScott, Jonathan B.en_NZ
dc.date.accessioned2019-12-12T03:26:21Z
dc.date.available2019en_NZ
dc.date.available2019-12-12T03:26:21Z
dc.date.issued2019en_NZ
dc.identifier.citationHedayati, M., Cree, M. J., & Scott, J. B. (2019). Tracking jockeys in a cluttered environment with group dynamics. In Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports - MMSports ’19. ACM Press. https://doi.org/10.1145/3347318.3355518en
dc.identifier.isbn9781450369114en_NZ
dc.identifier.urihttps://hdl.handle.net/10289/13311
dc.description.abstractThis project aims to detect and track jockeys at the turning point of the horse races. The detection and tracking of the objects is a very challenging task in a crowded environment such as horse racing due to occlusion. However, in the horse race, the jockeys follow each other's paths and move as a slowly changing group. This group dynamic gives an important cue to approximate the location of obscured jockeys. This paper proposes a novel approach to handle occlusion by the integration of the group dynamic into jockeys tracking framework. The experimental result shows the effect of group dynamics on the tracking performance against partial and full occlusions.
dc.format.mimetypeapplication/pdf
dc.language.isoen
dc.publisherACM Pressen_NZ
dc.rightsThis is an author’s accepted version of an article published in the Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports - MMSports '19. © 2019 ACM.
dc.sourceProceedings the 2nd International Workshopen_NZ
dc.titleTracking jockeys in a cluttered environment with group dynamicsen_NZ
dc.typeConference Contribution
dc.identifier.doi10.1145/3347318.3355518en_NZ
dc.relation.isPartOfProceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports - MMSports '19en_NZ
pubs.elements-id249940
pubs.finish-date2019-10-25en_NZ
pubs.publication-statusPublisheden_NZ
pubs.start-date2019-10-25en_NZ


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