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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Bibliographic Details
Main Authors: Yunchao Zhang, Jing Chen, Xiujie Huang, Yongtian Wang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4489107?pdf=render