UAV-based forest health monitoring: A systematic review

S Ecke, J Dempewolf, J Frey, A Schwaller, E Endres… - Remote Sensing, 2022 - mdpi.com
In recent years, technological advances have led to the increasing use of unmanned aerial
vehicles (UAVs) for forestry applications. One emerging field for drone application is forest …

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 …

Multispectral and hyperspectral image fusion in remote sensing: A survey

G Vivone - Information Fusion, 2023 - Elsevier
The fusion of multispectral (MS) and hyperspectral (HS) images has recently been put in the
spotlight. The combination of high spatial resolution MS images with HS data showing a …

Pan-GAN: An unsupervised pan-sharpening method for remote sensing image fusion

J Ma, W Yu, C Chen, P Liang, X Guo, J Jiang - Information Fusion, 2020 - Elsevier
Pan-sharpening in remote sensing image fusion refers to obtaining multi-spectral images of
high-resolution by fusing panchromatic images and multi-spectral images of low-resolution …

Machine learning in pansharpening: A benchmark, from shallow to deep networks

LJ Deng, G Vivone, ME Paoletti… - … and Remote Sensing …, 2022 - ieeexplore.ieee.org
Machine learning (ML) is influencing the literature in several research fields, often through
state-of-the-art approaches. In the past several years, ML has been explored for …

Detail injection-based deep convolutional neural networks for pansharpening

LJ Deng, G Vivone, C Jin… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The fusion of high spatial resolution panchromatic (PAN) data with simultaneously acquired
multispectral (MS) data with the lower spatial resolution is a hot topic, which is often called …

Pixel-level image fusion: A survey of the state of the art

S Li, X Kang, L Fang, J Hu, H Yin - information Fusion, 2017 - Elsevier
Pixel-level image fusion is designed to combine multiple input images into a fused image,
which is expected to be more informative for human or machine perception as compared to …

Hyperspectral and multispectral data fusion: A comparative review of the recent literature

N Yokoya, C Grohnfeldt… - IEEE Geoscience and …, 2017 - ieeexplore.ieee.org
In recent years, enormous efforts have been made to design image-processing algorithms to
enhance the spatial resolution of hyperspectral (HS) imagery. One of the most commonly …

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 …

A critical comparison among pansharpening algorithms

G Vivone, L Alparone, J Chanussot… - … on Geoscience and …, 2014 - ieeexplore.ieee.org
Pansharpening aims at fusing a multispectral and a panchromatic image, featuring the result
of the processing with the spectral resolution of the former and the spatial resolution of the …