Searching informative concept banks for video event detection

@inproceedings{Mazloom2013SearchingIC,
  title={Searching informative concept banks for video event detection},
  author={Masoud Mazloom and Efstratios Gavves and Koen E. A. van de Sande and Cees Snoek},
  booktitle={ICMR},
  year={2013}
}
An emerging trend in video event detection is to learn an event from a bank of concept detector scores. Different from existing work, which simply relies on a bank containing all available detectors, we propose in this paper an algorithm that learns from examples what concepts in a bank are most informative per event. We model finding this bank of informative concepts out of a large set of concept detectors as a rare event search. Our proposed approximate solution finds the optimal concept bank… CONTINUE READING
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