Semisupervised Variational Generative Adversarial Networks for Hyperspectral Image Classification

Although the hyperspectral image (HSI) classification is extensively investigated, this task remains challenging when the number of labeled samples is extremely limited. In this article, we overcome this challenge by using synthetic samples and proposing semisupervised variational generative adversa...

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Bibliographic Details
Main Authors: Chao Tao, Hao Wang, Ji Qi, Haifeng Li
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9007673/