Remote Sensing based Building Extraction

Remote Sensing based Building Extraction

Building extraction from remote sensing data plays an important role in urban planning, disaster management, navigation, updating geographic databases, and several other geospatial applications. Even though significant research has been carried out for more than two decades, the success of automatic...

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Bibliographic Details
Format: eBook
Language:English
Published: MDPI - Multidisciplinary Digital Publishing Institute 2020
Subjects:
History of engineering and technology
3-D
3D reconstruction
3D urban expansion
5G signal simulation
accuracy analysis
active contour model
aerial images
attention mechanism
binary decision network
boundary extraction
boundary regulated network
building
building boundary extraction
building detection
building edges detection
building extraction
building index
building reconstruction
building regularization technique
change detection
convolutional neural network
data fusion
deep convolutional neural network
deep learning
developing city
digital building height
DTM extraction
elevation map
feature extraction
feature fusion
feature-level-fusion
fully convolutional network
Gabor filter
generative adversarial network
GIS data
high resolution optical images
high spatial resolution remote sensing imagery
high spatial resolution remotely sensed imagery
high-resolution aerial imagery
high-resolution aerial images
high-resolution satellite images
image fusion
imagery
indoor modelling
Inria aerial image labeling dataset
land-use
LiDAR
LiDAR point cloud
Massachusetts buildings dataset
mathematical morphology
method comparison
mobile laser scanning
modelling
morphological attribute filter
morphological profile
multiscale Siamese convolutional networks (MSCNs)
n/a
object recognition
occlusion
open data
outline extraction
point cloud
point clouds
reconstruction
regularization
remote sensing
richer convolution features
roof segmentation
semantic segmentation
simple linear iterative clustering (SLIC)
straight-line segment matching
U-Net
ultra-hierarchical sampling
unmanned aerial vehicle (UAV)
urban building extraction
very high resolution
very high resolution imagery
VHR remote sensing imagery
web-net
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