End-to-End Learning of Action Detection from Frame Glimpses in Videos
End-to-End Learning of Action Detection from Frame Glimpses in Videos
In this work we introduce a fully end-to-end approach for action detection in videos that learns to directly predict the temporal bounds of actions. Our intuition is that the process of detecting actions is naturally one of observation and refinement: observing moments in video, and refining hypotheses about when an …