Advanced Deep Learning Strategies for the Analysis of Remote Sensing Images

Advanced Deep Learning Strategies for the Analysis of Remote Sensing Images

The rapid growth of the world population has resulted in an exponential expansion of both urban and agricultural areas. Identifying and managing such earthly changes in an automatic way poses a worth-addressing challenge, in which remote sensing technology can have a fundamental role to answer-at le...

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Sábháilte in:
Sonraí bibleagrafaíochta
Rannpháirtithe: Bazi, Yakoub (Eagarthóir), Pasolli, Edoardo (Eagarthóir)
Formáid: Caibidil leabhair
Foilsithe / Cruthaithe: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
Ábhair:
Research & information: general
synthetic aperture radar
despeckling
multi-scale
LSTM
sub-pixel
high-resolution remote sensing imagery
road extraction
machine learning
DenseUNet
scene classification
lifting scheme
convolution
CNN
image classification
deep features
hand-crafted features
Sinkhorn loss
remote sensing
text image matching
triplet networks
EfficientNets
LSTM network
convolutional neural network
water identification
water index
semantic segmentation
high-resolution remote sensing image
pixel-wise classification
result correction
conditional random field (CRF)
satellite
object detection
neural networks
single-shot
deep learning
global convolution network
feature fusion
depthwise atrous convolution
high-resolution representations
ISPRS vaihingen
Landsat-8
faster region-based convolutional neural network (FRCNN)
single-shot multibox detector (SSD)
super-resolution
remote sensing imagery
edge enhancement
satellites
open-set domain adaptation
adversarial learning
min-max entropy
pareto ranking
SAR
Sentinel-1
Open Street Map
U-Net
desert
road
infrastructure
mapping
monitoring
deep convolutional networks
outline extraction
misalignments
nearest feature selector
hyperspectral image classification
two stream residual network
Batch Normalization
plant disease detection
precision agriculture
UAV multispectral images
orthophotos registration
3D information
orthophotos segmentation
wildfire detection
convolutional neural networks
densenet
generative adversarial networks
CycleGAN
data augmentation
pavement markings
visibility
framework
urban forests
OUDN algorithm
object-based
high spatial resolution remote sensing
Generative Adversarial Networks
post-disaster
building damage assessment
anomaly detection
Unmanned Aerial Vehicles (UAV)
xBD
feature engineering
orthophoto
unsupervised segmentation
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DOAB: description of the publication
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