Graph-infused hybrid vision transformer: Advancing GeoAI for enhanced land cover classification

Graph-infused hybrid vision transformer: Advancing GeoAI for enhanced land cover classification

Hyperspectral Image Classification (HSIC) is a challenging task due to the high-dimensional nature of Hyperspectral Imaging (HSI) data and the complex relationships between spectral and spatial information. This paper proposes a Graph-Infused Hybrid spatial–spectral Transformer (GFormer) for HSIC. T...

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Bibliographic Details
Main Authors: Muhammad Hassaan Farooq Butt, Jian Ping Li, Muhammad Ahmad, Muhammad Adnan Farooq Butt
Format: Article
Language:English
Published: Elsevier 2024-05-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Hyperspectral image classification
Spatial–spectral transformer
Land cover classification
Vision transformers
Graph attention transformers
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843224001274

Internet

http://www.sciencedirect.com/science/article/pii/S1569843224001274

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