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

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
Main Authors: Zeyu Cao, Jinhui Li, Xiangrui Xu
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Ecological Informatics
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
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