A Method of SAR Image Automatic Target Recognition Based on Convolution Auto-Encode and Support Vector Machine

A Method of SAR Image Automatic Target Recognition Based on Convolution Auto-Encode and Support Vector Machine

In this paper, a method of Synthetic Aperture Radar (SAR) image Automatic Target Recognition (ATR) based on Convolution Auto-encode (CAE) and Support Vector Machine (SVM) is proposed. Using SVM replaces the traditional softmax as the classifier of the CAE model to classify the feature vectors extrac...

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Bibliographic Details
Main Authors: Yang Deng, Yunkai Deng
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Remote Sensing
Subjects:
target recognition
deep learning
CAE
Online Access:https://www.mdpi.com/2072-4292/14/21/5559

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