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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...
Autores principales: | Luiten, Jonathon, Os̆ep, Aljos̆a, Dendorfer, Patrick, Torr, Philip, Geiger, Andreas, Leal-Taixé, Laura, Leibe, Bastian |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2020
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Materias: | |
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 |
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