The Pascal Visual Object Classes Challenge 2008 submission

@inproceedings{Gaidon2008ThePV,
  title={The Pascal Visual Object Classes Challenge 2008 submission},
  author={Adrien Gaidon and Cordelia Schmid},
  year={2008}
}
We submit two recognition methods based on the same underlying image representations that we call channels. Each channel is defined by a choice of an image sampler, a local descriptor and a global spatial grid. Given a channel and a visual vocabulary [8], a histogram of features can be used to represent each image and a similarity between images can be estimated. The submitted methods also share the classifier, which is a one-vs.-all non-linear Support Vector Machine [6]. The methods differ in… CONTINUE READING
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