Hyperspectral pansharpening: A review

L Loncan, LB De Almeida… - … and remote sensing …, 2015 - ieeexplore.ieee.org
Pansharpening aims at fusing a panchromatic image with a multispectral one, to generate
an image with the high spatial resolution of the former and the high spectral resolution of the …

A review of spatial enhancement of hyperspectral remote sensing imaging techniques

N Aburaed, MQ Alkhatib, S Marshall… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Remote sensing technology has undeniable importance in various industrial applications,
such as mineral exploration, plant detection, defect detection in aerospace and shipbuilding …

A convex formulation for hyperspectral image superresolution via subspace-based regularization

M Simoes, J Bioucas‐Dias, LB Almeida… - … on Geoscience and …, 2014 - ieeexplore.ieee.org
Hyperspectral remote sensing images (HSIs) usually have high spectral resolution and low
spatial resolution. Conversely, multispectral images (MSIs) usually have low spectral and …

Hyperspectral image super-resolution using deep convolutional neural network

Y Li, J Hu, X Zhao, W Xie, JJ Li - Neurocomputing, 2017 - Elsevier
Limited by the existed imagery hardware, it is challenging to obtain a hyperspectral image
(HSI) with a high spatial resolution. Super-resolution (SR) focuses on the ways to enhance …

Spectral response function-guided deep optimization-driven network for spectral super-resolution

J He, J Li, Q Yuan, H Shen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Hyperspectral images (HSIs) are crucial for many research works. Spectral super-resolution
(SSR) is a method used to obtain high-spatial-resolution (HR) HSIs from HR multispectral …

[HTML][HTML] DsTer: A dense spectral transformer for remote sensing spectral super-resolution

J He, Q Yuan, J Li, Y Xiao, X Liu, Y Zou - International Journal of Applied …, 2022 - Elsevier
To obtain high-resolution hyperspectral data, spectral super-resolution is a popular
computational imaging technique directly from high-resolution multispectral images. Besides …

RGB-to-HSV: A frequency-spectrum unfolding network for spectral super-resolution of RGB videos

C Zhou, Z He, A Lou, A Plaza - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Hyperspectral videos (HSVs) play an important role in the monitoring domain, as they can
provide more information than red–green–blue (RGB) videos about the movement of …

A super-resolution and fusion approach to enhancing hyperspectral images

C Kwan, JH Choi, SH Chan, J Zhou, B Budavari - Remote Sensing, 2018 - mdpi.com
High resolution (HR) hyperspectral (HS) images have found widespread applications in
terrestrial remote sensing applications, including vegetation monitoring, military surveillance …

Methods and challenges using multispectral and hyperspectral images for practical change detection applications

C Kwan - Information, 2019 - mdpi.com
Multispectral (MS) and hyperspectral (HS) images have been successfully and widely used
in remote sensing applications such as target detection, change detection, and anomaly …

Hyperspectral image super-resolution: A hybrid color mapping approach

J Zhou, C Kwan, B Budavari - Journal of Applied Remote …, 2016 - spiedigitallibrary.org
NASA has been planning a hyperspectral infrared imager mission which will provide global
coverage using a hyperspectral imager with 60-m resolution. In some practical applications …