Visual Semantic Role Labeling

@article{Gupta2015VisualSR,
  title={Visual Semantic Role Labeling},
  author={Saurabh Gupta and Jitendra Malik},
  journal={CoRR},
  year={2015},
  volume={abs/1505.04474}
}
In this paper we introduce the problem of Visual Semantic Role Labeling: given an image we want to detect people doing actions and localize the objects of interaction. Classical approaches to action recognition either study the task of action classification at the image or video clip level or at best produce a bounding box around the person doing the action. We believe such an output is inadequate and a complete understanding can only come when we are able to associate objects in the scene to… CONTINUE READING
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