Editor's Choice Article: Human activity recognition in videos using a single example

@article{Roshtkhari2013EditorsCA,
  title={Editor's Choice Article: Human activity recognition in videos using a single example},
  author={Mehrsan Javan Roshtkhari and Martin D. Levine},
  journal={Image Vision Comput.},
  year={2013},
  volume={31},
  pages={864-876}
}
a r t i c l e i n f o Bag of video words Hierarchical codebook Spatio-temporal contextual information Probabilistic modeling Context Ensemble of volumes This paper presents a novel approach for action recognition, localization and video matching based on a hierarchical codebook model of local spatio-temporal video volumes. Given a single example of an activity as a query video, the proposed method finds similar videos to the query in a target video dataset. The method is based on the bag of… CONTINUE READING
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