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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Bibliographic Details
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 thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology
Online Access:	ONIX_20230202_9783036563824_175
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Synthetic Aperture Radar (SAR) Meets Deep Learning

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