GuidedNet: A general CNN fusion framework via high-resolution guidance for hyperspectral image super-resolution

R Ran, LJ Deng, TX Jiang, JF Hu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Hyperspectral image super-resolution (HISR) is about fusing a low-resolution hyperspectral
image (LR-HSI) and a high-resolution multispectral image (HR-MSI) to generate a high …

AMSIN: An adaptive multi-scale input network for hyperspectral image fusion

C Liu, J Feng - Infrared Physics & Technology, 2024 - Elsevier
Most of existing fusion methods generally directly apply both the LR-HSI and the HR-MSI as
the inputs of the model for hyperspectral image fusion. However, this strategy will be difficult …

Learning to Pan-sharpening with Memories of Spatial Details

M Yuan, T Zhao, B Li, X Wei - arXiv preprint arXiv:2306.16181, 2023 - arxiv.org
Pan-sharpening, as one of the most commonly used techniques in remote sensing systems,
aims to inject spatial details from panchromatic images into multi-spectral images to obtain …