Video Action Transformer Network

We introduce the Action Transformer model for recognizing and localizing human actions in video clips. We repurpose a Transformer-style architecture to aggregate features from the spatiotemporal context around the person whose actions we are trying to classify. We show that by using high-resolution,...

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Bibliographic Details
Main Authors: Girdhar, Rohit, Joao Carreira, Joao, Doersch, Carl, Zisserman, Andrew
Format: Conference Proceeding
Language:English
Subjects:
Action Recognition
Context modeling
Deep Learning
Faces
Hands
Pattern recognition
Semantics
Spatiotemporal phenomena
Training
Transformers
Videos
Visualization
Online Access:Request full text
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