Prototypicality Effects in Global Semantic Description of Objects

@article{Pino2019PrototypicalityEI,
  title={Prototypicality Effects in Global Semantic Description of Objects},
  author={Omar Vidal Pino and Mario Fernando Montenegro Campos and Erickson Rangel do Nascimento},
  journal={2019 IEEE Winter Conference on Applications of Computer Vision (WACV)},
  year={2019},
  pages={1233-1242}
}
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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