HyperEAST: An Enhanced Attention-Based Spectral-Spatial Transformer with Self-Supervised Pretraining for Hyperspectral Image Classification

Published in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2025

HyperEAST: An Enhanced Attention-Based Spectral-Spatial Transformer with Self-Supervised Pretraining for Hyperspectral Image Classification

Published at IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2025, Volume 18

We propose HyperEAST, an enhanced attention-based spectral-spatial transformer with self-supervised pretraining for hyperspectral image classification.

Recommended citation: Tang, Jialin; Ma, Nan; Jia, Chen; Tian, Rui; Guo, Yanhui. (2025). “HyperEAST: An Enhanced Attention-Based Spectral-Spatial Transformer with Self-Supervised Pretraining for Hyperspectral Image Classification.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 18, 22241-22255.

Recommended citation: Tang, Jialin; Ma, Nan; Jia, Chen; Tian, Rui; Guo, Yanhui. (2025). "HyperEAST: An Enhanced Attention-Based Spectral-Spatial Transformer with Self-Supervised Pretraining for Hyperspectral Image Classification." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 18, 22241-22255.
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