Factorized discriminative conditional variational auto-encoder for radar HRRP target recognition

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Chuan Du, Bo Chen, Bin Xu, Dandan Guo, Hongwei Liu

Published: 2019, Last Modified: 15 May 2025Signal Process. 2019EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A method for radar HRRP target recognition is proposed based on Conditional VAE.•The model is regularized through the average HRRP for robust representations.•The label information is introduced by a three-way weight conditional model.•Weight factorization is utilized to effectively reduce model parameters.•Our method performs well under the low SNR and small amount of training data.