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Apr, 2023
MLP-AIR: 基于MLP的高效演员交互关系学习方法在团体活动识别中的应用
MLP-AIR: An Efficient MLP-Based Method for Actor Interaction Relation Learning in Group Activity Recognition
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Guoliang Xu, Jianqin Yin
TL;DR
该论文提出了一种MLP-AIR方法用于在团体活动识别任务中学习演员空间和时间互动关系,相较于GCNs和Transformers的方法,该方法能够获得不错的结果,但具备低复杂度。
Abstract
The task of
group activity recognition
(GAR) aims to predict the activity category of the group by learning the actor
spatial-temporal interaction
relation in the group. Therefore, an effective
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