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Advanced Deep Learning Strategies for the Analysis of Remote Sensing Images
Advanced Deep Learning Strategies for the Analysis of Remote Sensing Images
Autore Bazi Yakoub
Pubbl/distr/stampa Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021
Descrizione fisica 1 electronic resource (438 p.)
Soggetto topico Research & information: general
Soggetto non controllato 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
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910557747903321
Bazi Yakoub  
Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Advanced Technology Related to Radar Signal, Imaging, and Radar Cross-Section Measurement
Advanced Technology Related to Radar Signal, Imaging, and Radar Cross-Section Measurement
Autore Kobayashi Hirokazu
Pubbl/distr/stampa Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020
Descrizione fisica 1 electronic resource (570 p.)
Soggetto topico History of engineering & technology
Soggetto non controllato inverse synthetic aperture ladar (ISAL)
maneuvering target
integral cubic phase function (ICPF)
fractional Fourier transform (FRFT)
non-uniform fast Fourier transform (NUFFT)
CLEAN technique
simultaneous polarimetric radar
constant modulus sequences
correlation properties
doppler tolerance
saliency preprocessing LLC
saliency detection
image processing
scene classification
antenna array
automatic guided vehicle
DoA/DoD estimation
MIMO radar
direct position determination
Doppler
Doppler rate
maximum likelihood estimator
coherent pulse trains
single moving sensor
Cramer-Rao lower bound
bistatic MIMO radar
DOD/DOA estimation
mutual coupling
off-grid sparse problem
unmanned aerial vehicle
clustering methods
man-made targets
synthetic aperture radar (SAR)
inverse synthetic aperture radar (ISAR)
polarimetric decomposition
Synthetic Aperture Radar (SAR)
microwave imaging
constitutive parameters
conductivity
permittivity
tomography
RF MEMS
switch
analytical approach
low control voltage
high switching speed
high reliability
radar echo cancellation
frequency shifting modulation
interrupted sampling
radar jamming
deception jamming
remote sensing
SAR
radon transform
speckle noise filtering
maritime traffic monitoring
wake detection and analysis
synthetic aperture radar
differential SAR tomography
squinted SAR
3-D deformation
2-D PPS
maneuvering target detection
coherent integration
motion parameter estimation
second-order phase difference (SoPD)
time-frequency analysis
image fusion
sparse representation
hyperbolic tangent function
guided filter
narrowband interference separation
block sparse Bayesian learning
sensing matrix optimization
block coherence measure
bistatic inverse synthetic aperture radar
linear geometry distortion
prior information
least square error
lunar penetrating radar
local correlation
SNR
K-L transform
seislet transform
generative adversarial nets
through-wall radar imaging
multipath ghost suppression
generator and discriminator
ultrahigh resolution
spaceborne
curved orbit
series reversion
singular value decomposition (SVD)
deramping-based approach
crosshole ground penetrating radar (GPR)
Bayesian inversion
Markov chain Monte Carlo (MCMC)
forward model
modeling error
discrete cosine transform (DCT)
through-wall imaging
contrast target detection
clutter reduction
entropy thresholding
low-rank approximation
S-transformation
ISAR
micro-Doppler
synchrosqueezing
PBR (passive bistatic radar)
clutter suppression
non-uniform grid
dilation morphology
passive bistatic radar
phased array radar
parameter estimation
aircraft surveillance
GPR
seasonal permafrost
electromagnetic wave attribute
relative water content
marine radar
wind direction retrieval
small wind streak
local gradient method
adaptive reduced method
energy spectrum method
metamaterial absorber
double negative
dual-band
FMCW radio altimeter
methodological error
critical height
altitude measurement accuracy
height pulses
ultra-wide frequency deviation
sparse recovery
wideband noise interference
dechirping
subspace extraction
denoising detection
orthogonal matching pursuit
pulse radar
rotating target
micro-motion feature extraction
interrupted transmitting and receiving (ITR)
dual-polarized radar
DOA estimation
atomic norm
comprehensive SAR
multiparametric SAR observation
discrete scatterer model
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910557305803321
Kobayashi Hirokazu  
Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Advances in Large Scale Flood Monitoring and Detection
Advances in Large Scale Flood Monitoring and Detection
Autore Manfreda Salvatore
Pubbl/distr/stampa Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020
Descrizione fisica 1 electronic resource (198 p.)
Soggetto topico History of engineering & technology
Soggetto non controllato climate change
flood hazards
high-resolution AGCM
inundation analysis
Lower Mekong river basin
data assimilation
ensemble Kalman filter
flood inundation maps
National Water Model (NWM)
countermeasures
flood impacts
Metro Colombo canal system
Colombo city, Sri Lanka
urban floods
near real-time
Mekong Basin
hydro-economic
socioeconomic
damage assessment
hydroinformatics
EU Floods Directive
flood risk management
extreme rainfall
SCS-CN
2D hydraulic modelling
HEC-RAS
building representation
ungauged streams
uncertainty
IDF curves
Bayesian analysis
Non-Stationary process
open-access remotely sensed data
flood mapping and modelling
altimetry
synthetic aperture radar
optical satellite
Digital Elevation Model (DEM)
and transboundary floods
flood
remote sensing
data integration
RST-FLOOD
MODIS
VIIRS
optical data
flood mapping
flood monitoring
floodplains
rivers dynamics
DEM-based methods
geomorphology
data scarce environments
DTM
terrain analysis
hydraulic geometry
large scale
2D hydraulic modeling
scaling in hydrology
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910557296303321
Manfreda Salvatore  
Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Advances in Remote Sensing for Global Forest Monitoring
Advances in Remote Sensing for Global Forest Monitoring
Autore Tomppo Erkki
Pubbl/distr/stampa Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021
Descrizione fisica 1 electronic resource (352 p.)
Soggetto topico Research & information: general
Environmental economics
Soggetto non controllato forest structure change
EBLUP
small area estimation
multitemporal LiDAR and stand-level estimates
forest cover
Sentinel-1
Sentinel-2
data fusion
machine-learning
Germany
South Africa
temperate forest
savanna
classification
Sentinel 2
land use land cover
improved k-NN
logistic regression
random forest
support vector machine
statistical estimator
IPCC good practice guidelines
activity data
emissions factor
removals factor
Picea crassifolia Kom
compatible equation
nonlinear seemingly unrelated regression
error-in-variable modeling
leave-one-out cross-validation
digital surface model
digital terrain model
canopy height model
constrained neighbor interpolation
ordinary neighbor interpolation
point cloud density
stereo imagery
remotely sensed LAI
field measured LAI
validation
magnitude
uncertainty
temporal dynamics
state space models
forest disturbance mapping
near real-time monitoring
CUSUM
NRT monitoring
deforestation
degradation
tropical forest
tropical peat
forest type
deep learning
FCN8s
CRFasRNN
GF2
dual-FCN8s
random forests
error propagation
bootstrapping
Landsat
LiDAR
La Rioja
forest area change
data assessment
uncertainty evaluation
inconsistency
forest monitoring
drought
time series satellite data
Bowen ratio
carbon flux
boreal forest
windstorm damage
synthetic aperture radar
C-band
genetic algorithm
multinomial logistic regression
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910557338103321
Tomppo Erkki  
Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
ALOS-2/PALSAR-2 Calibration, Validation, Science and Applications
ALOS-2/PALSAR-2 Calibration, Validation, Science and Applications
Autore Tadono Takeo
Pubbl/distr/stampa Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022
Descrizione fisica 1 electronic resource (240 p.)
Soggetto topico Technology: general issues
History of engineering & technology
Environmental science, engineering & technology
Soggetto non controllato Sentinel-1
ALOS/PALSAR-2
land subsidence
accuracy assessment
Alexandria City
Egypt
local climate zone
random forest
feature importance
land surface temperature
grid cells
Sentinel-2
PALSAR-2
ASTER
soil moisture
ALOS-2
GA-BP
water cloud model
L-band
SAR
backscattering
soil moisture content
LAI
HH and HV polarization
flood
NoBADI
Florida
Hurricane Irma
synthetic aperture radar
polarimetric radar
co-polarized phase difference
radar scattering
vegetation
radar applications
agriculture
leaf area index
leave-one-out cross-validation
oil palm
radar vegetation index
vegetation descriptors
ecosystem carbon cycle
L-band SAR
vegetation index
random forest regression
plantation
permafrost
InSAR
Qinghai-Tibet Plateau
ALOS
thermal melting collapse
Sentinel-1A
SBAS-InSAR
heavy forest area
potential landslide identification
SAR-based landslide detection
Growing Split-Based Approach (GSBA)
Hokkaido landslide
Putanpunas landslide
SAR polarimetry
model-free 3-component decomposition for full polarimetric data (MF3CF)
radar polarimetry
calibration
Faraday rotation
ISBN 3-0365-6105-6
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910639994803321
Tadono Takeo  
Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Artificial Intelligence Methods Applied to Urban Remote Sensing and GIS
Artificial Intelligence Methods Applied to Urban Remote Sensing and GIS
Autore Lee Chang-Wook
Pubbl/distr/stampa Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021
Descrizione fisica 1 electronic resource (165 p.)
Soggetto topico Environmental science, engineering & technology
Soggetto non controllato groundwater potential
specific capacity
machine learning
boosted tree
ensemble models
prototype selection
river pollution
supervised classification
WSN
probabilistic method
Monte Carlo simulation
physical slope model
Mt. Umyeon landslides
Seoul
synthetic aperture radar
land subsidence
GIS
time-series
Jakarta
land subsidence susceptibility mapping
time-series InSAR
StaMPS processing
seismic vulnerability map
DPM method
Sentinel-1
seismic literacy
neural networks
urban vegetation
urban open spaces
Monterrey Metropolitan Area
sustainable development
deep learning
transfer learning
artificial intelligence
remote sensing
earth observation
DInSAR
change detection
space data science
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910557605403321
Lee Chang-Wook  
Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Artificial Intelligence-Based Learning Approaches for Remote Sensing
Artificial Intelligence-Based Learning Approaches for Remote Sensing
Autore Jeon Gwanggil
Pubbl/distr/stampa Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022
Descrizione fisica 1 electronic resource (382 p.)
Soggetto topico Technology: general issues
History of engineering & technology
Environmental science, engineering & technology
Soggetto non controllato pine wilt disease dataset
GIS application visualization
test-time augmentation
object detection
hard negative mining
video synthetic aperture radar (SAR)
moving target
shadow detection
deep learning
false alarms
missed detections
synthetic aperture radar (SAR)
on-board
ship detection
YOLOv5
lightweight detector
remote sensing image
spectral domain translation
generative adversarial network
paired translation
synthetic aperture radar
ship instance segmentation
global context modeling
boundary-aware box prediction
land-use and land-cover
built-up expansion
probability modelling
landscape fragmentation
machine learning
support vector machine
frequency ratio
fuzzy logic
artificial intelligence
remote sensing
interferometric phase filtering
sparse regularization (SR)
deep learning (DL)
neural convolutional network (CNN)
semantic segmentation
open data
building extraction
unet
deeplab
classifying-inversion method
AIS
atmospheric duct
ship detection and classification
rotated bounding box
attention
feature alignment
weather nowcasting
ResNeXt
radar data
spectral-spatial interaction network
spectral-spatial attention
pansharpening
UAV visual navigation
Siamese network
multi-order feature
MIoU
imbalanced data classification
data over-sampling
graph convolutional network
semi-supervised learning
troposcatter
tropospheric turbulence
intercity co-channel interference
concrete bridge
visual inspection
defect
deep convolutional neural network
transfer learning
interpretation techniques
weakly supervised semantic segmentation
ISBN 3-0365-6084-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910639984703321
Jeon Gwanggil  
Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Earth Observation, Remote Sensing and Geoscientific Ground Investigations for Archaeological and Heritage Research
Earth Observation, Remote Sensing and Geoscientific Ground Investigations for Archaeological and Heritage Research
Autore Tapete Deodato
Pubbl/distr/stampa MDPI - Multidisciplinary Digital Publishing Institute, 2019
Descrizione fisica 1 electronic resource (304 p.)
Soggetto non controllato settlements
historical landscapes
floods
landscape archaeology
education
archaeological fieldwork
Burial Mound
geoglyph Pista
OBIA
satellite imagery
multi-criteria
airborne LiDAR
international law
Survey of India
mapping
Landscape
Africa
heritage
Belize
relict boundaries
capacity development
synthetic aperture radar
disaster and conservation management
Motte-and-Bailey castle
neutron techniques
Cuenca Pisco
grain-size
geological mapping
Peru
Visualization
drones
volcaniclastic layer
UAV
Harra
stratigraphy
Archaeology
e-learning
field reconnaissance
neutron diffraction
archaeological prospection
Jordan
Mesoamerica
predictive model
Ridge and Furrow
Mega El Niño
Earth Observation
archaeological landscapes
colonial studies
river morphology
pampa of Nazca
optical
Boundary Demarcation
space law
orthophotographs
Oman
GoogleEarth
archaeometry
Cameroon-Nigeria Mixed Commission
national archaeological mapping programme
Maya
Sacred
subsurface imaging
basalt desert
Indus
archaeological survey
Sentinel-2
surface survey
Ritual
remote sensing
microwave penetration
Difference Map
drone
tumuli
GIS
international boundaries
Lidar
Caves
Archaeological Survey of India
chemometric analysis
UNESCO
Rio Grande de Nazca
SAR
photogrammetry
Earth observation
arid environments
Sumerian pottery
cultural and natural heritage
free satellite imagery
field monument
RPAS
archaeology
historical maps
satellite
petrography
automated detection
pattern recognition
Arran
LiDAR
airborne laser scanning
landscape accessibility
Geographic Information System (GIS)
Bing Maps
analytic hierarchy process (AHP)
Roman archaeology
Saharan Morocco
ISBN 3-03921-194-3
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910346843203321
Tapete Deodato  
MDPI - Multidisciplinary Digital Publishing Institute, 2019
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Imaging Floods and Glacier Geohazards with Remote Sensing
Imaging Floods and Glacier Geohazards with Remote Sensing
Autore Cigna Francesca
Pubbl/distr/stampa Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021
Descrizione fisica 1 electronic resource (266 p.)
Soggetto topico Research & information: general
Soggetto non controllato glacier surge
glacier collapse
rock-slope instability
hazard
Landsat
Sentinel 2
Tibet
flood extent mapping
supervised classification
NDWI
synthetic aperture radar (SAR)
web application
synthetic aperture radar
offset tracking
displacements
Sentinel-1
glacier monitoring
flood mapping
damage assessment
SAR image
Landsat-8
Google Earth Engine
GEE
Bangladesh
SAR intensity time series
urban flood mapping
double bounce effect
Hurricane Matthew
flood
FPI
GRACE
terrestrial water storage anomaly
storage deficit
mass balance
snow depth
glacier retreat
surface DEM
elevation change
Sentinel
Secchi disk
chlorophyll a
sediments
phytoplankton
floods
remote sensing
GIS
disaster mapping
Lower Chenab Plain
laserscanning
UAV-structure from Motion
multi-spectral satellite data
synthetic Aperture Radar
glacier lake evolution
glacier river
slope processes
rock fall
cryosphere
fusion
inundation probability
Hurricane Harvey
ADCIRC
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910557770603321
Cigna Francesca  
Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Improving Flood Detection and Monitoring through Remote Sensing
Improving Flood Detection and Monitoring through Remote Sensing
Autore Refice Alberto
Pubbl/distr/stampa Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022
Descrizione fisica 1 electronic resource (158 p.)
Soggetto topico Technology: general issues
History of engineering & technology
Environmental science, engineering & technology
Soggetto non controllato mobile mapping system
RRI model
high-water marks
inundation
Northern Kyushu floods
point clouds
flood mapping
temporary flooded vegetation (TFV)
Sentinel-1
time series data
Synthetic Aperture Radar (SAR)
sentinel-1
SAR
flood
image classification
clustering
monsoon
Philippines
LiDAR
geometric parameters
levee stability
overtopping
Pearl River Delta
CYGNSS
flood detection
Sistan and Baluchestan
GNSS-R
flood monitoring
ALOS 2
multi-sensor integration
multi-temporal inundation analysis
Zambesi-Shire river basin
image processing
hydrology
synthetic aperture radar
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910585942203321
Refice Alberto  
Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui