A new benchmark based on recent advances in multispectral pansharpening: Revisiting pansharpening with classical and emerging pansharpening methods

G Vivone, M Dalla Mura, A Garzelli… - … and Remote Sensing …, 2020 - ieeexplore.ieee.org
Pansharpening refers to the fusion of a multispectral (MS) image and panchromatic (PAN)
data aimed at generating an outcome with the same spatial resolution of the PAN data and …

A review of remote sensing image fusion methods

H Ghassemian - Information Fusion, 2016 - Elsevier
The recent years have been marked by continuous improvements of remote sensors with
applications like monitoring and management of the environment, precision agriculture …

Multimodal classification of remote sensing images: A review and future directions

L Gómez-Chova, D Tuia, G Moser… - Proceedings of the …, 2015 - ieeexplore.ieee.org
Earth observation through remote sensing images allows the accurate characterization and
identification of materials on the surface from space and airborne platforms. Multiple and …

Combining the spectral PCA and spatial PCA fusion methods by an optimal filter

HR Shahdoosti, H Ghassemian - Information Fusion, 2016 - Elsevier
High correlation among the neighboring pixels, both spectrally and spatially in a
multispectral image makes it indispensable to use relevant data transformation approaches …

A multimodal hyper-fusion transformer for remote sensing image classification

M Ma, W Ma, L Jiao, X Liu, L Li, Z Feng, S Yang - Information Fusion, 2023 - Elsevier
The multispectral (MS) and the panchromatic (PAN) images represent complementary and
synergistic spatial spectral information, how to make optimal use of the advantages of them …

VP-Net: An interpretable deep network for variational pansharpening

X Tian, K Li, Z Wang, J Ma - IEEE Transactions on Geoscience …, 2021 - ieeexplore.ieee.org
In this study, we propose an interpretable deep network for variational pansharpening (VP),
named VP-Net. Different from traditional priors using linear operators, such as the gradient …

[HTML][HTML] Spatial frequency discrete wavelet transform image fusion technique for remote sensing applications

J Jinju, N Santhi, K Ramar, BS Bama - Engineering Science and …, 2019 - Elsevier
Abstract In Remote Sensing, fusion of Panchromatic (PAN) image and Multispectral (MS)
image is an important technique. This paper incorporates a multiresolution image fusion …

[PDF][PDF] Image fusion in remote sensing applications: A review

VR Pandit, RJ Bhiwani - International journal of computer …, 2015 - researchgate.net
Major technical constraints like minimum data storage at satellite platform in space, less
bandwidth for communication with earth station, etc. limits the satellite sensors from …

Using super-resolution algorithms for small satellite imagery: A systematic review

K Karwowska, D Wierzbicki - IEEE Journal of Selected Topics …, 2022 - ieeexplore.ieee.org
In recent years, we have witnessed significant development in the space sector, in particular
regarding Earth imaging. Small satellites, whose size and construction make their …

Multimodal image fusion using sparse representation classification in tetrolet domain

HR Shahdoosti, A Mehrabi - Digital Signal Processing, 2018 - Elsevier
Multimodal medical image fusion, which aims at integrating different multimodal information
into a single output, plays an important role in the clinical applicability of medical images …