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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Bibliographic Details
Main Authors: Luiten, J, Os̆ep, A, Dendorfer, P, Torr, P, Geiger, A, Leal-Taixé, L, Leibe, B
Format: Journal article
Language:English
Published: Springer Nature 2020