Multiscale Complex-Valued Feature Attention Convolutional Neural Network for SAR Automatic Target Recognition

Multiscale Complex-Valued Feature Attention Convolutional Neural Network for SAR Automatic Target Recognition

Synthetic aperture radar (SAR) images often lack sufficient attention to target features, inadequately express target feature information, and neglect phase information in conventional Convolutional Neural Network (CNN) recognition methods. These limitations lead to reduced recognition accuracy and...

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Bibliographic Details
Main Authors: Xiaoqian Zhou, Cai Luo, Peng Ren, Bin Zhang
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Attention mechanism
automatic target recognition (ATR)
complex-valued convolutional neural network (Cv-CNN)
multiscale structure
synthetic aperture radar (SAR)
Online Access:https://ieeexplore.ieee.org/document/10364955/

Internet

https://ieeexplore.ieee.org/document/10364955/

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