A hybrid ResNet50-vision transformer model with an attention mechanism for aerial image classification

Abstract Aerial image classification is considered an open challenge due to its properties and the presence of various complex images. Given the complexity and variation in aerial images, this paper proposes two hybrid models for classification. The first hybrid model combines features extracted fro...

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Bibliografiske detaljer

Principais autores:	Amr Aboghanem, Mohamed Abd Elfattah, Hanan M. Amer, Abeer Tawkol Khalil
Format:	Artigo
Sprog:	Inglês
Udgivet:	Nature Portfolio 2026-02-01
Serier:	Scientific Reports
Fag:	Aerial images Image classification Vision transformer (ViT) Attention mechanism
Online adgang:	https://doi.org/10.1038/s41598-026-36492-4
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