Semisupervised Dual-Dictionary Learning for Heterogeneous Transfer Learning on Cross-Scene Hyperspectral Images

Semisupervised Dual-Dictionary Learning for Heterogeneous Transfer Learning on Cross-Scene Hyperspectral Images

Lack of labeled training samples is a big challenge for hyperspectral image (HSI) classification. In recent years, cross-scene classification has become a new research topic. In cross-scene classification, two closely related HSI scenes are considered, one contains adequate labeled samples, namely s...

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Bibliographic Details
Main Authors: Hong Chen, Minchao Ye, Ling Lei, Huijuan Lu, Yuntao Qian
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Cross-scene classification
dual-dictionary learning
graph embedding
heterogeneous transfer learning
hyperspectral image
semisupervised learning
Online Access:https://ieeexplore.ieee.org/document/9110759/

Internet

https://ieeexplore.ieee.org/document/9110759/

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