Classification of Hyperspectral Remote Sensing Images Using Deep Learning

Author:

Harsha Vardhan Chintalapudi,Vaddi Radhe Syam,Kadavakollu Jahnavi,kalpana Kelavath

Publisher

Springer Nature Singapore

Reference18 articles.

1. Li J, Li W, Li Y, Wu H, Du Q (2022) Hyperspectral image classification based on multi-attentional 3D convolutional neural networks. IEEE Trans Geosci Remote Sens 60(1):571–584

2. Zeng H, Li C, Wu Y, Liu X, Wang R, Wei X (2022) Spatial-spectral attention-based two-stream 3D convolutional neural network for hyperspectral image classification. Remote Sensing 14(4):824

3. Chen Z, Wu Y, Liu X, Wei X, Yang W (2021) Hyperspectral image classification via learning local spectral and spatial features with multiscale and multibranch convolutional neural networks. IEEE Trans Geosci Remote Sens 59(12):11116–11130

4. Liu Y, Zhang Y, Wang X, Chen L, Li J (2021) 3D capsule networks for hyperspectral image classification. IEEE Trans Geosci Remote Sens 59(11):10015–10030

5. Liu L, Wang M, Han W, Zhang Y, Chen X (2021) Improved unsupervised feature learning for hyperspectral image classification with deep convolutional neural networks. Int J Remote Sens 42(22):9826–9845

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