CVPR2009 Indexed Classifier

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Log

Meeting Wed/ 11 Nov. 2008

  • Motivation: Want a very CPU-cheap initial ranking of categories, in order to send only a few categories to the classifier. This way we could scale visual recognition to 1M categories.
  • Need different way of looking at the results, find a tau for which, say, 90% are correctly classified.
    • Goal: show that tau scales sub-linearly with the number of categories.
  • Think about the reviewers: need whole pipeline to convince the reviewers that it is not only fast, but that it also works very well in practice.