HOTA: A Higher Order Metric for Evaluating Multi-object Tracking

Multi-object tracking (MOT) has been notoriously difficult to evaluate. Previous metrics overemphasize the importance of either detection or association. To address this, we present a novel MOT evaluation metric, higher order tracking accuracy (HOTA), which explicitly balances the effect of performi...

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Detalles Bibliográficos
Autores principales: Luiten, Jonathon, Os̆ep, Aljos̆a, Dendorfer, Patrick, Torr, Philip, Geiger, Andreas, Leal-Taixé, Laura, Leibe, Bastian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7881978/
https://www.ncbi.nlm.nih.gov/pubmed/33642696
http://dx.doi.org/10.1007/s11263-020-01375-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7881978/
https://www.ncbi.nlm.nih.gov/pubmed/33642696
http://dx.doi.org/10.1007/s11263-020-01375-2

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