Who Let the Dogs Out? Modeling Dog Behavior from Visual Data

@article{Ehsani2018WhoLT,
  title={Who Let the Dogs Out? Modeling Dog Behavior from Visual Data},
  author={Kiana Ehsani and Hessam Bagherinezhad and Joseph Redmon and Roozbeh Mottaghi and Ali Farhadi},
  journal={2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year={2018},
  pages={4051-4060}
}
We study the task of directly modelling a visually intelligent agent. Computer vision typically focuses on solving various subtasks related to visual intelligence. We depart from this standard approach to computer vision; instead we directly model a visually intelligent agent. Our model takes visual information as input and directly predicts the actions of the agent. Toward this end we introduce DECADE, a dataset of ego-centric videos from a dog's perspective as well as her corresponding… CONTINUE READING
160
Twitter Mentions

References

Publications referenced by this paper.
SHOWING 1-10 OF 58 REFERENCES

Deep Residual Learning for Image Recognition

  • 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
  • 2015
VIEW 13 EXCERPTS
HIGHLY INFLUENTIAL

ImageNet: A large-scale hierarchical image database

  • 2009 IEEE Conference on Computer Vision and Pattern Recognition
  • 2009
VIEW 9 EXCERPTS
HIGHLY INFLUENTIAL

Curiosity-Driven Exploration by Self-Supervised Prediction

  • 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  • 2017
VIEW 1 EXCERPT

DeMoN: Depth and Motion Network for Learning Monocular Stereo

  • 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
  • 2017
VIEW 1 EXCERPT

On Human Motion Prediction Using Recurrent Neural Networks

  • 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
  • 2017
VIEW 1 EXCERPT

The Pose Knows: Video Forecasting by Generating Pose Futures

  • 2017 IEEE International Conference on Computer Vision (ICCV)
  • 2017
VIEW 1 EXCERPT

Unsupervised Learning of Depth and Ego-Motion from Video

  • 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
  • 2017
VIEW 1 EXCERPT

Visual Forecasting by Imitating Dynamics in Natural Sequences

  • 2017 IEEE International Conference on Computer Vision (ICCV)
  • 2017
VIEW 1 EXCERPT