Supervised Contrastive Learning-Based Classification for Hyperspectral Image

Supervised Contrastive Learning-Based Classification for Hyperspectral Image

Recently, deep learning methods, especially convolutional neural networks (CNNs), have achieved good performance for hyperspectral image (HSI) classification. However, due to limited training samples of HSIs and the high volume of trainable parameters in deep models, training deep CNN-based models i...

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Bibliographic Details
Main Authors: Lingbo Huang, Yushi Chen, Xin He, Pedram Ghamisi
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Remote Sensing
Subjects:
contrastive learning
convolutional neural network (CNN)
hyperspectral image (HSI)
supervised classification
Online Access:https://www.mdpi.com/2072-4292/14/21/5530

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https://www.mdpi.com/2072-4292/14/21/5530

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