Context-Aware Modeling and Recognition of Activities in Video

@article{Zhu2013ContextAwareMA,
  title={Context-Aware Modeling and Recognition of Activities in Video},
  author={Yingying Zhu and Nandita M. Nayak and Amit K. Roy-Chowdhury},
  journal={2013 IEEE Conference on Computer Vision and Pattern Recognition},
  year={2013},
  pages={2491-2498}
}
In this paper, rather than modeling activities in videos individually, we propose a hierarchical framework that jointly models and recognizes related activities using motion and various context features. This is motivated from the observations that the activities related in space and time rarely occur independently and can serve as the context for each other. Given a video, action segments are automatically detected using motion segmentation based on a nonlinear dynamical model. We aim to merge… CONTINUE READING
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