A Novel Discriminative Enhancement Method for Few-Shot Remote Sensing Image Scene Classification

A Novel Discriminative Enhancement Method for Few-Shot Remote Sensing Image Scene Classification

Remote sensing image scene classification (RSISC) has garnered significant attention in recent years. Numerous methods have been put forward in an attempt to tackle this issue, particularly leveraging deep learning methods that have shown promising performance in classifying remote sensing image (RS...

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Bibliographic Details
Main Authors: Yanqiao Chen, Yangyang Li, Heting Mao, Guangyuan Liu, Xinghua Chai, Licheng Jiao
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Remote Sensing
Subjects:
remote sensing image (RSI)
scene classification
few-shot learning
deep nearest neighbor neural network based on attention mechanism (DN4AM)
center loss
deep local–global descriptor (DLGD)
Online Access:https://www.mdpi.com/2072-4292/15/18/4588

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https://www.mdpi.com/2072-4292/15/18/4588

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