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Pooling region learning of visual word for image classification using bag-of-visual-words model

In the problem where there is not enough data to use Deep Learning, Bag-of-Visual-Words (BoVW) is still a good alternative for image classification. In BoVW model, many pooling methods are proposed to incorporate the spatial information of local feature into the image representation vector, but none...

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Bibliografiske detaljer
Udgivet i:PLoS One
Main Authors: Xu, Ye, Yu, Xiaodong, Wang, Tian, Xu, Zezhong
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7274423/
https://ncbi.nlm.nih.gov/pubmed/32502224
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0234144
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