Deep convolutional features for image retrieval

Socratis Gkelios,Aphrodite Sophokleous,Spyridon Plakias,Yiannis S. Boutalis,Savvas A. Chatzichristofis

Expert Systems with Applications（2021）

引用 24|浏览31

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摘要

•A comprehensive study that explores deep convolutional features for CBIR.•The paper evaluates recently proposed CNNs architectures in image retrieval tasks.•A plug-n-play approach that uses new architectures of pre-trained CNN’s for CBIR.•The performance of each network is evaluated using global and local descriptors.

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关键词

Image retrieval,Deep convolutional features,Deep learning,CNN,Global features,Local features,CBIR

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