3 papers
eess.SP2026
Teaching large language models to see in radar: aspect-distributed prototypes for few-shot HRRP ATR
De Bi, Chengbai Xu, Lingfeng Chen +1
High-resolution range profiles (HRRPs) play a critical role in automatic target recognition (ATR) due to their richinformationregarding target scattering centers (SCs), which encap…
eess.SP2025
Large Language Models Can Achieve Explainable and Training-Free One-shot HRRP ATR
Lingfeng Chen, Panhe Hu, Zhiliang Pan +2
This letter introduces a pioneering, training-free and explainable framework for High-Resolution Range Profile (HRRP) automatic target recognition (ATR) utilizing large-scale pre-t…
eess.SP2024
HRRPGraphNet: Make HRRPs to Be Graphs for Efficient Target Recognition
Lingfeng Chen, Xiao Sun, Zhiliang Pan +4
High Resolution Range Profiles (HRRP) have become a key area of focus in the domain of Radar Automatic Target Recognition (RATR). Despite the success of deep learning based HRRP re…