CauseHSI: Counterfactual-Augmented Domain Generalization for Hyperspectral Image Classification via Causal Disentanglement

Cross-scene hyperspectral image (HSI) classification under single-source domain generalization (DG) is a crucial yet challenging task in remote sensing. The core difficulty lies in generalizing from a limited source domain to unseen target scenes. We formalize this through the causal theory, where d...

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Bibliographic Details

Main Authors:	Xin Li, Zongchi Yang, Wenlong Li
Format:	Artigo
Language:	Inglês
Published:	MDPI AG 2026-01-01
Series:	Journal of Imaging
Subjects:	hyperspectral image cross-scene counterfactual generation causal disentanglement
Online Access:	https://www.mdpi.com/2313-433X/12/2/57
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