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A Hierarchical Probabilistic Model for Rapid Object Categorization in Natural Scenes

Humans can categorize objects in complex natural scenes within 100–150 ms. This amazing ability of rapid categorization has motivated many computational models. Most of these models require extensive training to obtain a decision boundary in a very high dimensional (e.g., ∼6,000 in a leading model)...

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Detalhes bibliográficos
Main Authors: He, Xiaofu, Yang, Zhiyong, Tsien, Joe Z.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3102072/
https://ncbi.nlm.nih.gov/pubmed/21647443
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0020002
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