A Novel Deep Nearest Neighbor Neural Network for Few-Shot Remote Sensing Image Scene Classification

A Novel Deep Nearest Neighbor Neural Network for Few-Shot Remote Sensing Image Scene Classification

Remote sensing image scene classification has become more and more popular in recent years. As we all know, it is very difficult and time-consuming to obtain a large number of manually labeled remote sensing images. Therefore, few-shot scene classification of remote sensing images has become an urge...

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Bibliographic Details
Main Authors: Yanqiao Chen, Yangyang Li, Heting Mao, Xinghua Chai, Licheng Jiao
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Remote Sensing
Subjects:
remote sensing image
scene classification
few-shot learning
deep nearest neighbor neural network (DN4)
image-to-class (I2C)
k-nearest neighbors (KNN)
Online Access:https://www.mdpi.com/2072-4292/15/3/666

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https://www.mdpi.com/2072-4292/15/3/666

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