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.SP2025
Few-shot Human Motion Recognition through Multi-Aspect mmWave FMCW Radar Data
Hao Fan, Lingfeng Chen, Chengbai Xu +3
Radar human motion recognition methods based on deep learning models has been a heated spot of remote sensing in recent years, yet the existing methods are mostly radial-oriented.…