CBF: A New Framework for Object Categorization in Cortex

@inproceedings{Riesenhuber2000CBFAN,
  title={CBF: A New Framework for Object Categorization in Cortex},
  author={Maximilian Riesenhuber and Tomaso A. Poggio},
  booktitle={Biologically Motivated Computer Vision},
  year={2000}
}
Building on our recent hierarchical model of object recognition in cortex, we show how this model can be extended in a straightforward fashion to perform basic-level object categorization. We demonstrate the capability of our scheme, called "Categorical Basis Functions" (CBF) with the example domain of cat/dog categorization, using stimuli generated with a novel 3D morphing system.We also contrast CBF to other schemes for object categorization in cortex, and present preliminary results from a… CONTINUE READING

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