Two-Stream Deep Fusion Network Based on VAE and CNN for Synthetic Aperture Radar Target Recognition

Two-Stream Deep Fusion Network Based on VAE and CNN for Synthetic Aperture Radar Target Recognition

Usually radar target recognition methods only use a single type of high-resolution radar signal, e.g., high-resolution range profile (HRRP) or synthetic aperture radar (SAR) images. In fact, in the SAR imaging procedure, we can simultaneously obtain both the HRRP data and the corresponding SAR image...

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Bibliographic Details
Main Authors: Lan Du, Lu Li, Yuchen Guo, Yan Wang, Ke Ren, Jian Chen
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Remote Sensing
Subjects:
target recognition
synthetic aperture radar
high-resolution range profile
fusion network
variational auto-encoder
convolutional neural network
Online Access:https://www.mdpi.com/2072-4292/13/20/4021

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