Advancements in satellite image classification: methodologies, techniques, approaches and applications

GA Fotso Kamga, L Bitjoka, T Akram… - … Journal of Remote …, 2021 - Taylor & Francis
Segmentation and classification are two imperative, yet challenging tasks in image analysis
for remote-sensing applications. In the former, an image is divided into spatially continuous …

Super-resolution of sentinel-2 imagery using generative adversarial networks

L Salgueiro Romero, J Marcello, V Vilaplana - Remote Sensing, 2020 - mdpi.com
Sentinel-2 satellites provide multi-spectral optical remote sensing images with four bands at
10 m of spatial resolution. These images, due to the open data distribution policy, are …

Assessment of atmospheric correction methods for Sentinel-2 images in Mediterranean landscapes

I Sola, A García-Martín, L Sandonís-Pozo… - International journal of …, 2018 - Elsevier
Atmospheric correction of optical satellite imagery is an essential pre-processing for
modelling biophysical variables, multi-temporal analysis, and digital classification …

[PDF][PDF] Correção atmosférica em sensoriamento remoto: uma revisão

W Gaida, FM Breunig, LS Galvão… - Revista Brasileira de …, 2020 - academia.edu
RESUMO A correção atmosférica é um procedimento necessário em estudos de
sensoriamento remoto com foco nas propriedades físicas, químicas e biológicas de alvos …

Multispectral characteristics of glacier surface facies (Chandra-Bhaga Basin, Himalaya, and Ny-Ålesund, Svalbard) through investigations of pixel and object-based …

SD Jawak, SF Wankhede, AJ Luis, K Balakrishna - Remote Sensing, 2022 - mdpi.com
Fundamental image processing methods, such as atmospheric corrections and
pansharpening, influence the signal of the pixel. This morphs the spectral signature of target …

Benthic habitat mapping using multispectral high-resolution imagery: Evaluation of shallow water atmospheric correction techniques

F Eugenio, J Marcello, J Martin… - Sensors, 2017 - mdpi.com
Remote multispectral data can provide valuable information for monitoring coastal water
ecosystems. Specifically, high-resolution satellite-based imaging systems, as WorldView-2 …

Seabed mapping in coastal shallow waters using high resolution multispectral and hyperspectral imagery

J Marcello, F Eugenio, J Martín, F Marqués - Remote Sensing, 2018 - mdpi.com
Coastal ecosystems experience multiple anthropogenic and climate change pressures. To
monitor the variability of the benthic habitats in shallow waters, the implementation of …

Radiometric correction of simultaneously acquired Landsat-7/Landsat-8 and Sentinel-2A imagery using pseudoinvariant areas (PIA): Contributing to the Landsat time …

JC Padró, X Pons, D Aragonés, R Díaz-Delgado… - Remote Sensing, 2017 - mdpi.com
The use of Pseudoinvariant Areas (PIA) makes it possible to carry out a reasonably robust
and automatic radiometric correction for long time series of remote sensing imagery, as …

Atmospheric and radiometric correction algorithms for the multitemporal assessment of grasslands productivity

JA Prieto-Amparan, F Villarreal-Guerrero… - Remote Sensing, 2018 - mdpi.com
A key step in the processing of satellite imagery is the radiometric correction of images to
account for reflectance that water vapor, atmospheric dust, and other atmospheric elements …

Impact of image-processing routines on mapping glacier surface facies from svalbard and the himalayas using pixel-based methods

SD Jawak, SF Wankhede, AJ Luis, K Balakrishna - Remote Sensing, 2022 - mdpi.com
Glacier surface facies are valuable indicators of changes experienced by a glacial system.
The interplay of accumulation and ablation facies, followed by intermixing with dust and …