DiffusionAAE: Enhancing hyperspectral image classification with conditional diffusion model and Adversarial Autoencoder

Hyperspectral image (HSI) classification is essential for ecological monitoring, but faces significant challenges due to high dimensionality, complex spectral–spatial relationships, and limited labeled data. This study introduces DiffusionAAE, a novel framework that uniquely combines Adversarial Aut...

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Bibliographic Details

Published in:	Ecological Informatics
Main Authors:	Zeyu Cao, Jinhui Li, Xiangrui Xu
Format:	Article
Language:	English
Published:	Elsevier 2025-07-01
Subjects:	Land cover classification Generative model Feature extraction Hyperspectral image classification Conditional diffusion model Adversarial autoencoder
Online Access:	http://www.sciencedirect.com/science/article/pii/S157495412500127X