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TDP-SAR: Task-Driven Pruning Method for Synthetic Aperture Radar Target Recognition Convolutional Neural Network Model

Synthetic aperture radar (SAR) target recognition plays a crucial role in SAR image interpretation. While deep learning has become the predominant approach for SAR target recognition, existing methods face practical deployment challenges due to excessive model complexity. In addition, SAR images are...

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Principais autores: Tong Zheng, Qing Wu, Chongchong Yu
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-05-01
Serier:Sensors
Fag:
synthetic aperture radar (SAR)
SAR target recognition
speckle noise
pruning
spectrum analysis
Online adgang:https://www.mdpi.com/1424-8220/25/10/3117
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