Apr 18, 2024 · Abstract: By fusing a low-resolution hyperspectral image (LrMSI) with an auxiliary high-resolution multispectral image (HrMSI), ...

Apr 18, 2024 · Model-informed Multi-stage Unsupervised Network for Hyperspectral Image Super-resolution. Abstract: By fusing a low-resolution hyperspectral ...

May 2, 2024 · Last, we propose a dual U-shape network as a powerful regularizer to capture image statistics, in which two U-Nets are coupled together by cross ...

Abstract—By fusing a low-resolution hyperspectral image. (LrMSI) with an auxiliary high-resolution multispectral image. (HrMSI), hyperspectral image ...

Fig.1. Overall Pipeline of proposed method, abbreviated as M2U-Net, for the task of unsupervised hyperspectral image super-resolution. Directory structure.

This article makes the first attempt to design a model-inspired deep network for HSI super-resolution in an unsupervised manner that is similar to a ...

This paper focuses on hyperspectral image (HSI) super-resolution that aims to fuse a low-spatial-resolution HSI and a high-spatial-resolution multispectral ...

Apr 19, 2024 · [new publication][code available] Model-informed Multi-stage Unsupervised Network for Hyperspectral Image Super-resolution, ...

Model-Informed Multistage Unsupervised Network for Hyperspectral Image Super-Resolution. ... Network for Unsupervised Hyperspectral Image Super-Resolution.

With this design, the network allows to extract correlated spectral and spatial information from unregistered images that better preserves the spectral ...