Topology based object tracking

Corcoran, Padraig ORCID: https://orcid.org/0000-0001-9731-3385 2019. Topology based object tracking. Mathematical and Computational Applications 24 (3) , 84. 10.3390/mca24030084

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Abstract

A model for tracking objects whose topological properties change over time is proposed. Such changes include the splitting of an object into multiple objects or the merging of multiple objects into a single object. The proposed model employs a novel formulation of the tracking problem in terms of homology theory whereby 0-dimensional homology classes, which correspond to connected components, are tracked. A generalisation of this model for tracking spatially close objects lying in an ambient metric space is also proposed. This generalisation is particularly suitable for tracking spatial-temporal phenomena such as rain clouds. The utility of the proposed model is demonstrated with respect to tracking communities in a social network and tracking rain clouds in radar imagery.

Item Type:	Article
Date Type:	Publication
Status:	Published
Schools:	Schools > Computer Science & Informatics
Publisher:	MDPI
ISSN:	1300-686X
Date of First Compliant Deposit:	30 October 2019
Date of Acceptance:	19 September 2019
Last Modified:	07 May 2023 09:59
URI:	https://orca.cardiff.ac.uk/id/eprint/126131

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