Name
Title | ||
|---|---|---|
Factorized discriminative conditional variational auto-encoder for radar HRRP target recognition. |
Abstract | ||
|---|---|---|
•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. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1016/j.sigpro.2019.01.006 | Signal Processing |
Keywords | Field | DocType |
High-resolution range profile (HRRP),Conditional generative model,Discriminative representations,Multi-layer perception (MLP),Factorizing,Average profiles | Radar,ENCODE,Mathematical optimization,Autoencoder,Pattern recognition,Tensor,Multiplicative function,Artificial intelligence,Sufficient statistic,Discriminative model,Mathematics,Generative model | Journal |
Volume | ISSN | Citations |
158 | 0165-1684 | 4 |
PageRank | References | Authors |
0.40 | 32 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Chuan Du | 1 | 4 | 0.40 |
| Bo Chen | 2 | 304 | 34.22 |
| Bin Xu | 3 | 18 | 9.54 |
| Dandan Guo | 4 | 9 | 1.46 |
| Hongwei Liu | 5 | 416 | 66.06 |