Convolutional autoencoder-based multispectral image fusion

A Azarang, HE Manoochehri, N Kehtarnavaz - IEEE access, 2019 - ieeexplore.ieee.org
This paper presents a deep learning-based pansharpening method for fusion of
panchromatic and multispectral images in remote sensing applications. This method can be …

Remote sensing image fusion using machine learning and deep learning: a systematic review

A Tawade, S Virnodkar - 7th International Conference on …, 2022 - ieeexplore.ieee.org
Modern Remote Sensing (RS) technologies have emerged and picked up a substantial
momentum as a valuable source of data for environmental, economic, and social …

[图书][B] Image fusion in remote sensing: Conventional and deep learning approaches

A Azarang, N Kehtarnavaz - 2022 - books.google.com
Image fusion in remote sensing or pansharpening involves fusing spatial (panchromatic)
and spectral (multispectral) images that are captured by different sensors on satellites. This …

Weighted differential evolution algorithm based pansharpening

MA Günen - International Journal of Remote Sensing, 2021 - Taylor & Francis
Imaging Satellites acquire multispectral images, MI s, in low resolution, LR, and
panchromatic images, PAN s, in high resolution, HR, due to some advantages provided in …

A generative model method for unsupervised multispectral image fusion in remote sensing

A Azarang, N Kehtarnavaz - Signal, Image and Video Processing, 2022 - Springer
This paper presents a generative model method for multispectral image fusion in remote
sensing which involves training without supervision. This method eases the supervision of …

Nonlinear pansharpening for electric vehicle detection in remote sensing

K Zhang, ML Niu, X Zhu - Signal, Image and Video Processing, 2022 - Springer
In this paper, a novel improvement applies to the Band-Dependent Spatial Detail (BDSD)
fusion structure to enhance the detection procedure of electric vehicle location. The …

An improved arithmetic optimization algorithm with multi-strategy for adaptive multi-spectral image fusion

X Mi, Q Luo, Y Zhou - Journal of Intelligent & Fuzzy Systems, 2024 - content.iospress.com
Panchromatic and multi-spectral image fusion, called panchromatic sharpening, is the
process of combining the spatial and spectral information of the source image into the fused …

Analysis on application of swarm-based techniques in processing remote sensed data

S Sheoran, N Mittal, A Gelbukh - Earth Science Informatics, 2020 - Springer
The remote sensed satellite images are big repository of information and provide the
coverage of large areas. However, these images may not be able to describe the finer …

Conventional Image Fusion Approaches in Remote Sensing

A Azarang, N Kehtarnavaz - … Fusion in Remote Sensing: Conventional and …, 2021 - Springer
This family of pansharpening or fusion algorithms uses the projection of a MS image into
some other domain, with the idea that this transformation separates the spatial data from the …

Particle Swarm Optimization-Based Multispectral Image Fusion for Minimizing Spectral Loss

A Patel, R Anand - 2019 - mpra.ub.uni-muenchen.de
A novel multispectral image fusion technique is proposed which minimizes the spectral loss
of fused product using a proper objective function. It is found that the Relative Average …