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A proposal of prior probability-oriented clustering in feature encoding strategies

Codebook-based feature encodings are a standard framework for image recognition issues. A codebook is usually constructed by clusterings, such as the k-means and the Gaussian Mixture Model (GMM). A codebook size is an important factor to decide the trade-off between recognition performance and compu...

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Foilsithe in:PLoS One
Main Authors: Shinomiya, Yuki, Hoshino, Yukinobu
Formáid: Artigo
Teanga:Inglês
Foilsithe: Public Library of Science 2019
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6328107/
https://ncbi.nlm.nih.gov/pubmed/30629616
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0210146
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