From Lifestyle Vlogs to Everyday Interactions

@article{Fouhey2017FromLV,
  title={From Lifestyle Vlogs to Everyday Interactions},
  author={David F. Fouhey and Weicheng Kuo and Alexei A. Efros and Jitendra Malik},
  journal={CoRR},
  year={2017},
  volume={abs/1712.02310}
}
A major stumbling block to progress in understanding basic human interactions, such as getting out of bed or opening a refrigerator, is lack of good training data. Most past efforts have gathered this data explicitly: starting with a laundry list of action labels, and then querying search engines for videos tagged with each label. In this work, we do the reverse and search implicitly: we start with a large collection of interaction-rich video data and then annotate and analyze it. We use… CONTINUE READING