Human Focused Action Localization in Video

  title={Human Focused Action Localization in Video},
  author={Alexander Kl{\"a}ser and Marcin Marszalek and Cordelia Schmid and Andrew Zisserman},
  booktitle={ECCV Workshops},
We propose a novel human-centric approach to detect and localize human actions in challenging video data, such as Hollywood movies. Our goal is to localize actions in time through the video and spatially in each frame. We achieve this by first obtaining generic spatiotemporal human tracks and then detecting specific actions within these using a sliding window classifier. We make the following contributions: (i) We show that splitting the action localization task into spatial and temporal search… CONTINUE READING
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