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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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Detalles Bibliográficos
Autores principales: Xu, Ye, Yu, Xiaodong, Wang, Tian, Xu, Zezhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274423/
https://www.ncbi.nlm.nih.gov/pubmed/32502224
http://dx.doi.org/10.1371/journal.pone.0234144