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Synthetic Aperture Radar (SAR) Meets Deep Learning

This reprint focuses on the application of the combination of synthetic aperture radars and depth learning technology. It aims to further promote the development of SAR image intelligent interpretation technology. A synthetic aperture radar (SAR) is an important active microwave imaging sensor, whos...

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Format: Online
Language:English
Published: MDPI - Multidisciplinary Digital Publishing Institute 2023
Subjects:
heterogeneous transformation
SAR image
optical image
conditional generative adversarial nets (CGANs)
self-supervised
synthetic aperture radar (SAR)
despeckling
enhanced U-Net
video synthetic aperture radar (Video-SAR)
moving target tracking
guided anchor Siamese network (GASN)
interferometric synthetic aperture radar
deep convolutional neural network
phase unwrapping
unsupervised change detection
polarimetric synthetic aperture radar (PolSAR)
UAVSAR
multi-scale shallow block
multi-scale residual block
synthetic aperture radar
image registration
transformer
deep learning
SAR target detection
multiscale learning
ship detection
SAR ship detection
position-enhanced attention
lightweight backbone
image augmentation
building extraction
SAR
semantic segmentation
SAR dataset
single-stage detector
two-stage detector
anchor free
train from scratch
oriented bounding box
multi-scale detection
computer vision
low-grade road extraction
remote sensing
image segmentation
optical images
scene classification
on-board
lightweight self-supervised algorithm
synthetic aperture radar (SAR) image
arbitrary-oriented ship detection
differentiable rotational IoU algorithm
triangle distance IoU loss
attention-weighted feature pyramid network
multiple skip-scale connections
attention-weighted feature fusion
Rotated-SARShip dataset (RSSD)
object classification
radar image reconstruction
convolutional neural networks
ResNet18
GBSAR
Omega-K algorithm
n/a
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Online Access:ONIX_20230202_9783036563824_175
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