Improving Pre-Training and Fine-Tuning for Few-Shot SAR Automatic Target Recognition

Improving Pre-Training and Fine-Tuning for Few-Shot SAR Automatic Target Recognition

SAR-ATR (synthetic aperture radar-automatic target recognition) is a hot topic in remote sensing. This work suggests a few-shot target recognition approach (FTL) based on the concept of transfer learning to accomplish accurate target recognition of SAR images in a few-shot scenario since the classic...

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Bibliographic Details
Main Authors: Chao Zhang, Hongbin Dong, Baosong Deng
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Remote Sensing
Subjects:
synthetic aperture radar (SAR)
few-shot learning
automatic target recognition (ATR)
image style transfer
Online Access:https://www.mdpi.com/2072-4292/15/6/1709

Internet

https://www.mdpi.com/2072-4292/15/6/1709

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