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Detecting all segments of containing actions of interest and recognizing their categories from a long video sequence.
Localizing all action instances with spatio-temporal tubes and recognizing their labels from untrimmed and multi-person videos.
Predicting human location, body part location, part state in the frame level, and then integrate these results together to predict human action in the video level.