Image resolution enhancement for remote sensing applications

C Kwan - Proceedings of the 2nd International Conference on …, 2018 - dl.acm.org
… of recent image resolution enhancement algorithms with emphasis on remote sensing … and
spatio-temporal resolution of remote sensing images. Several interesting applications related …

Remote sensing single-image resolution improvement using a deep gradient-aware network with image-specific enhancement

M Qin, S Mavromatis, L Hu, F Zhang, R Liu, J Sequeira… - Remote Sensing, 2020 - mdpi.com
… to improve the spatial resolution of remote sensing images. First, … details in super-resolved
remote sensing images. Then, the … other 14 methods in the remote sensing image SR, and the …

A comprehensive review on deep learning based remote sensing image super-resolution methods

P Wang, B Bayram, E Sertel - Earth-Science Reviews, 2022 - Elsevier
… (2018a) applied a progressive learning scheme to the deep convolutional neural network
by multiple-stage learning resulting in a gradual increase in the output image resolution. …

Deep semantic understanding of high resolution remote sensing image

B Qu, X Li, D Tao, X Lu - 2016 International conference on …, 2016 - ieeexplore.ieee.org
… of high resolution remote sensing images are … remote sensing images is proposed in this
paper, which uses both visual and textual information of the high resolution remote sensing

Remote-sensing image analysis and geostatistics

F Van der Meer - International Journal of Remote Sensing, 2012 - Taylor & Francis
… Often, however, the reverse of downscaling, namely upscaling, is required when going from
a finer to a coarser image resolution or from local to regional (global) estimates. Upscaling …

Single-frame super-resolution in remote sensing: A practical overview

R Fernandez-Beltran… - … of remote sensing, 2017 - Taylor & Francis
image resolution has been one of the important concerns of the computer vision and
remote-sensing … they allow improving the image resolution beyond the sensor limits whatsoever. …

A new deep generative network for unsupervised remote sensing single-image super-resolution

JM Haut, R Fernandez-Beltran… - … and Remote sensing, 2018 - ieeexplore.ieee.org
remote sensing applications. SR techniques are concerned about increasing the image
resolution … cope with the increasing demand remote sensing imaging applications requiring fine …

Understanding the scale and resolution effects in remote sensing and GIS

C Cao, NSN Lam - Scale in remote sensing and GIS, 2023 - taylorfrancis.com
… A study of the scale and resolution effects on remotely sensed images using fractals by the
author shows that the fractal dimension of images changes consistently with image resolution

The factor of scale in remote sensing

CE Woodcock, AH Strahler - Remote sensing of Environment, 1987 - Elsevier
… Thanks to such second- and third-generation sensor systems as Thematic Mapper, SPOT,
and AVHRR, a user of digital satellite imagery for remote sensing of the earth's surface now …

Edge-enhanced GAN for remote sensing image superresolution

K Jiang, Z Wang, P Yi, G Wang, T Lu… - … and Remote Sensing, 2019 - ieeexplore.ieee.org
… In recent years, a variety of SR techniques for the restoration of HR remote sensing images
… regularize the ill-conditioned problem for remote sensing image SR restoration. However, the …