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Graph-Based Embedding Smoothing Network for Few-Shot Scene Classification of Remote Sensing Images

As a fundamental task in the field of remote sensing, scene classification is increasingly attracting attention. The most popular way to solve scene classification is to train a deep neural network with a large-scale remote sensing dataset. However, given a small amount of data, how to train a deep...

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Principais autores: Zhengwu Yuan, Wendong Huang, Chan Tang, Aixia Yang, Xiaobo Luo
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2022-02-01
Serier:Remote Sensing
Fag:
few-shot learning
scene classification
embedding smoothing
graph neural network
task-level relation representation
Online adgang:https://www.mdpi.com/2072-4292/14/5/1161
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