Remote sensing image super-resolution via cross-scale hierarchical transformer

Remote sensing image super-resolution via cross-scale hierarchical transformer

Global and local modeling is essential for image super-resolution tasks. However, current efforts often lack explicit consideration of the cross-scale knowledge in large-scale earth observation scenarios, resulting in suboptimal single-scale representations in global and local modeling. The key moti...

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Bibliographic Details
Main Authors: Yi Xiao, Qiangqiang Yuan, Jiang He, Liangpei Zhang
Format: Article
Language:English
Published: Taylor & Francis Group 2024-11-01
Series:Geo-spatial Information Science
Subjects:
Super-resolution
transformer
cross-scale
hierarchical attention
remote sensing
Online Access:https://www.tandfonline.com/doi/10.1080/10095020.2023.2288179
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https://www.tandfonline.com/doi/10.1080/10095020.2023.2288179

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