Circulant Temporal Encoding for Video Retrieval and Temporal Alignment

@article{Douze2015CirculantTE,
  title={Circulant Temporal Encoding for Video Retrieval and Temporal Alignment},
  author={Matthijs Douze and J{\'e}r{\^o}me Revaud and Jakob J. Verbeek and Herv{\'e} J{\'e}gou and Cordelia Schmid},
  journal={International Journal of Computer Vision},
  year={2015},
  volume={119},
  pages={291-306}
}
  • Matthijs Douze, Jérôme Revaud, +2 authors Cordelia Schmid
  • Published 2015
  • Computer Science
  • International Journal of Computer Vision
  • We address the problem of specific video event retrieval. Given a query video of a specific event, e.g., a concert of Madonna, the goal is to retrieve other videos of the same event that temporally overlap with the query. Our approach encodes the frame descriptors of a video to jointly represent their appearance and temporal order. It exploits the properties of circulant matrices to efficiently compare the videos in the frequency domain. This offers a significant gain in complexity and… CONTINUE READING

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