Supervised sub-pixel mapping for change detection from remotely sensed images with different resolutions

K Wu, Q Du, Y Wang, Y Yang - Remote Sensing, 2017 - mdpi.com
Due to the relatively low temporal resolutions of high spatial resolution (HR) remotely
sensed images, land-cover change detection (LCCD) may have to use multi-temporal …

Paradigm shifts in super-resolution techniques for remote sensing applications

G Rohith, LS Kumar - The Visual Computer, 2021 - Springer
Super-resolution (SR) algorithms have now become a bottleneck for several remote sensing
applications. SR is a technique that enhances minute details of the image by increasing …

Spatio-temporal data fusion for satellite images using hopfield neural network

CH Fung, MS Wong, PW Chan - Remote Sensing, 2019 - mdpi.com
Spatio-temporal data fusion refers to the technique of combining high temporal resolution
from coarse satellite images and high spatial resolution from fine satellite images. However …

Super-resolution of retinal images using multi-kernel SVR for IoT healthcare applications

J Jebadurai, JD Peter - Future Generation Computer Systems, 2018 - Elsevier
Abstract Internet of Things (IoT) healthcare is one of the most popular areas of research due
to the rapid development in information and communication technologies. IoT system …

Possibilities and limitations of artificial neural networks for subpixel mapping of land cover

D Nigussie, R Zurita-Milla, J Clevers - International journal of …, 2011 - Taylor & Francis
Although developments in remote sensing have greatly improved land cover mapping, the
mixed pixel problem has not yet been fully addressed. Soft classification techniques have …

A superresolution land-cover change detection method using remotely sensed images with different spatial resolutions

X Li, F Ling, GM Foody, Y Du - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
The development of remote sensing has enabled the acquisition of information on land-
cover change at different spatial scales. However, a tradeoff between spatial and temporal …

A feasibility trial of a digital mindfulness-based intervention to improve asthma-related quality of life for primary care patients with asthma

B Ainsworth, S Stanescu, B Stuart, D Russell… - Journal of Behavioral …, 2022 - Springer
Asthma outcomes remain suboptimal, despite effective pharmacotherapy. Psychological
dysfunction (such as anxiety) is common, and associated with poorer outcomes. We …

Subpixel land cover mapping by integrating spectral and spatial information of remotely sensed imagery

F Ling, Y Du, F Xiao, X Li - IEEE Geoscience and Remote …, 2011 - ieeexplore.ieee.org
Subpixel mapping (SPM) is a technique to predict spatial locations of land cover classes
within mixed pixels in remotely sensed imagery. The two-step approach first estimates …

Localized soft classification for super‐resolution mapping of the shoreline

AM Muslim, GM Foody, PM Atkinson - International Journal of …, 2006 - Taylor & Francis
The Malaysian shoreline is dynamic and constantly changing in location. Although the
shoreline may be mapped accurately from fine spatial resolution imagery, this is an …

Super-resolution mapping using Hopfield neural network with panchromatic imagery

QM Nguyen, PM Atkinson, HG Lewis - International journal of …, 2011 - Taylor & Francis
Land-cover proportions of mixed pixels can be predicted using soft classification. From the
land-cover proportions, a hard land-cover map can be predicted at sub-pixel spatial …