论文阅读 Colar: Effective and Efficient Online Action Detection by Consulting Exemplars

Colar: Effective and Efficient Online Action Detection by Consulting Exemplars

CVPR 2022

task

在线动作识别

阅读记录

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如表1所示,基于TSN ActivityNet特性,Colar比 OadTR 带来了1.1%的mAP增益,如果基于TSN Kinetics进行比较,则改进的mAP为1.7%。对当前最先进方法的持续改进验证了作者提出的范例参考机制的有效性。此外,所提出的Colar只能处理视频帧并执行在线动作检测,其mAP达到58.6%。除了THUMOS14,在TVSSeries和HDD基准上的实验也验证了所提出的Colar方法的优越性,如表2和表3所示。
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