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}
}
In this paper, we introduce a novel approach for semantic description of object features based on the prototypicality effects of the Prototype Theory. Our prototype-based description model encodes and stores the semantic meaning of an object, while describing its features using the semantic prototype computed by CNN-classifications models. Our method uses semantic prototypes to create discriminative descriptor signatures that describe an object highlighting its most distinctive features within… CONTINUE READING
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