Few-shot high-resolution range profile ship target recognition based on task-specific meta-learning with mixed training and meta embedding

Y Kong, Y Zhang, X Peng, H Leung - Remote Sensing, 2023‏ - mdpi.com
High-resolution range profile (HRRP), characterized by its high availability and rich target
structural information, has been extensively studied. However, HRRP-based target …

Few-shot HRRP target recognition based on meta-learning framework and improved lightweight network with CNN and Bi-GRU

Y Zhang, Y Kong - … on Imaging Systems and Techniques (IST), 2023‏ - ieeexplore.ieee.org
The application of data-driven deep learning algorithms in radar high-resolution range
profile (HRRP) target recognition is limited due to the difficulty of acquiring labeled samples …

Support vector machine for HRRP recognition based on bald eagle search optimization

L Liu, M Su, J Liu, R Chen - Proceedings of the 2022 6th International …, 2022‏ - dl.acm.org
Applying support vector machine (SVM) on high resolution range profile (HRRP) is a topic of
widespread concern in the radar automatic target recognition field. The classification …

Radar target classification using the relevance vector machine

H Cho, J Chun, S Song, S Jung - 2014 IEEE Radar Conference, 2014‏ - ieeexplore.ieee.org
We introduce a radar target classification technique based on the relevance vector machine
(RVM) using high resolution range profiles (HRRPs). Although the radar target classification …