Hyperspectral and multispectral remote sensing image fusion using SwinGAN with joint adaptive spatial-spectral gradient loss function

Hyperspectral and multispectral remote sensing image fusion using SwinGAN with joint adaptive spatial-spectral gradient loss function

Hyperspectral remote sensing image (HSI) fusion with multispectral remote sensing images (MSI) improves data resolution. However, current fusion algorithms focus on local information and overlook long-range dependencies. The parameter of network tuning prioritizes global optimization, neglecting spa...

Full description

Bibliographic Details
Main Authors: Chunyu Zhu, Shangqi Deng, Jiaxin Li, Ying Zhang, Liwei Gong, Liangbo Gao, Na Ta, Shengbo Chen, Qiong Wu
Format: Article
Language:English
Published: Taylor & Francis Group 2023-12-01
Series:International Journal of Digital Earth
Subjects:
swingan
hsi
msi
image fusion
spatial gradient loss
spectral gradient loss
Online Access:http://dx.doi.org/10.1080/17538947.2023.2253206

Internet

http://dx.doi.org/10.1080/17538947.2023.2253206

Similar Items