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Apr, 2022
众智之慧:时间渐进的注意力用于早期动作预测
Temporal Progressive Attention for Early Action Prediction
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Alexandros Stergiou, Dima Damen
TL;DR
在此研究中,我们提出了基于瓶颈的注意力模型(Temporal Progressive)来捕捉动作的演变,通过逐步从精细到粗糙的尺度进行渐进采样。我们的实验表明,该模型可以在四个视频数据集上实现早期动作预测的最先进性能。
Abstract
early action prediction
deals with inferring the ongoing action from partially-observed videos, typically at the outset of the video. We propose a
bottleneck-based attention model
that captures the evolution of t
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