Prototypicality effects in global semantic description of objects

@article{Pino2018PrototypicalityEI,
  title={Prototypicality effects in global semantic description of objects},
  author={Omar Vidal Pino and Mario Fernando Montenegro Campos and Erickson Rangel do Nascimento},
  journal={CoRR},
  year={2018},
  volume={abs/1801.04331}
}
We propose a new approach to face the semantic features descriptions of objects based in the prototypicality effects of prototypes theory. Our descriptor, called global semantic descriptor, is capable of coding and storing a semantic (central and peripheral) meaning of object. Our model compute the semantic prototype of object using features extracted by CNN-classifications models. We propose a simple method to reduce the dimensionality of semantic prototype without semantic information lost… CONTINUE READING
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