Seeing What You're Told: Sentence-Guided Activity Recognition in Video

@article{Narayanaswamy2014SeeingWY,
  title={Seeing What You're Told: Sentence-Guided Activity Recognition in Video},
  author={Siddharth Narayanaswamy and Andrei Barbu and Jeffrey Mark Siskind},
  journal={2014 IEEE Conference on Computer Vision and Pattern Recognition},
  year={2014},
  pages={732-739}
}
We present a system that demonstrates how the compositional structure of events, in concert with the compositional structure of language, can interplay with the underlying focusing mechanisms in video action recognition, providing a medium for top-down and bottom-up integration as well as multi-modal integration between vision and language. We show how the roles played by participants (nouns), their characteristics (adjectives), the actions performed (verbs), the manner of such actions (adverbs… CONTINUE READING
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