Multiple Heterogeneous P-DCNNs Ensemble With Stacking Algorithm: A Novel Recognition Method of Space Target ISAR Images Under the Condition of Small Sample Set

Multiple Heterogeneous P-DCNNs Ensemble With Stacking Algorithm: A Novel Recognition Method of Space Target ISAR Images Under the Condition of Small Sample Set

In this paper, a novel method of multiple heterogeneous pre-trained deep convolutional neural network models (P-DCNN) ensemble with stacking algorithm is proposed, which can realize automatic recognition of space targets in inverse synthetic aperture radar(ISAR) images with high accuracy under the c...

Full description

Bibliographic Details
Main Authors: Hong Yang, Yasheng Zhang, Wenzhe Ding
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Space target
ISAR image
small sample set
transfer learning
data augmentation
ensemble learning
Online Access:https://ieeexplore.ieee.org/document/9075246/

Internet

https://ieeexplore.ieee.org/document/9075246/

Similar Items