ACTION RECOGNITION METHOD AND APPARATUS BASED ON SPATIO-TEMPORAL SELF-ATTENTION

    公开(公告)号:US20220164569A1

    公开(公告)日:2022-05-26

    申请号:US17512544

    申请日:2021-10-27

    Abstract: The present disclosure provides an action recognition method including: acquiring video features for input videos; generating a bounding box surrounding a person who may be a target for an action recognition; pooling the video features based on bounding box information; extracting at least one spatial feature map from pooled video features; extracting at least one temporal feature map from pooled video features; concatenating the at least one spatial feature map and the at least one temporal feature map to generate a concatenated feature map; and performing a human action recognition based on the concatenated feature map.

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