Caps-TripleGAN: GAN-Assisted CapsNet for Hyperspectral Image Classification

Xue Wang
Xue Wang
Yu Chen
Yu Chen

IEEE Transactions on Geoscience and Remote Sensing, pp. 7232-7245, 2019.

Cited by: 10|Views22
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Abstract:

The increase in the spectral and spatial information of hyperspectral imagery poses challenges in classification due to the fact that spectral bands are highly correlated, training samples may be limited, and high resolution may increase intraclass difference and interclass similarity. In this paper, in order to better handle these proble...More

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