Graph-Based Deep Multitask Few-Shot Learning for Hyperspectral Image Classification

Graph-Based Deep Multitask Few-Shot Learning for Hyperspectral Image Classification

Although the deep neural network (DNN) has shown a powerful ability in hyperspectral image (HSI) classification, its learning requires a large number of labeled training samples; otherwise, it is prone to over-fitting and has a poor classification performance. However, this requirement is impractica...

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Bibliographic Details
Main Authors: Na Li, Deyun Zhou, Jiao Shi, Xiaolong Zheng, Tao Wu, Zhen Yang
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Remote Sensing
Subjects:
few-shot learning
graph
few labeled samples
hyperspectral images
semi-supervised
classification
Online Access:https://www.mdpi.com/2072-4292/14/9/2246

Internet

https://www.mdpi.com/2072-4292/14/9/2246

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