BriefGPT.xyz
Jul, 2017
基于不完整数据学习的迭代流形嵌入层用于大规模图像检索
Iterative Manifold Embedding Layer Learned by Incomplete Data for Large-scale Image Retrieval
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Jian Xu, Chunheng Wang, Chengzuo Qi, Cunzhao Shi, Baihua Xiao
TL;DR
通过提出基于无监督策略的迭代流形嵌入(IME)层,实现了对于大规模图像数据库中的图像快速、稳定的流行嵌入表示,并在图像检索任务上达到了先进技术水平。
Abstract
Existing
manifold learning
methods are not appropriate for
image retrieval
task, because most of them are unable to process query image and they have much additional computational cost especially for large scale
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