ASTA-Net: Adaptive Spatio-Temporal Attention Network for Person Re-Identification in Videos

Xierong Zhu
Xierong Zhu
Jiawei Liu
Jiawei Liu
Haoze Wu
Haoze Wu

MM '20: The 28th ACM International Conference on Multimedia Seattle WA USA October, 2020, pp. 1706-1715, 2020.

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Abstract:

The attention mechanism has been widely applied to enhance pedestrian representation for person re-identification in videos. However, most existing methods learn the spatial and temporal attention separately, and thus ignore the correlation between them. In this work, we propose a novel Adaptive Spatio-Temporal Attention Network (ASTA-Net...More

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