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Feb, 2017
深度Fisher-Vector描述符连结网络用于图像检索
Siamese Network of Deep Fisher-Vector Descriptors for Image Retrieval
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Eng-Jon Ong, Sameed Husain, Miroslaw Bober
TL;DR
本文介绍了一种用于大规模图像检索的新型Siamese网络,结合了CNN组件和Fisher vector组件,可以同时学习CNN过滤器权重和Fisher Vector模型参数,并且结果比现有的方法有显著改善。
Abstract
This paper addresses the problem of
large scale image retrieval
, with the aim of accurately ranking the similarity of a large number of images to a given query image. To achieve this, we propose a novel
siamese network<
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