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A Probabilistic Analysis of Sparse Coded Feature Pooling and Its Application for Image Retrieval

Feature coding and pooling as a key component of image retrieval have been widely studied over the past several years. Recently sparse coding with max-pooling is regarded as the state-of-the-art for image classification. However there is no comprehensive study concerning the application of sparse co...

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Detalles Bibliográficos
Autores principales: Zhang, Yunchao, Chen, Jing, Huang, Xiujie, Wang, Yongtian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4489107/
https://www.ncbi.nlm.nih.gov/pubmed/26132080
http://dx.doi.org/10.1371/journal.pone.0131721