HRRP Open Set Target Recognition Algorithm Based on Decision Tree
2024 21st International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)High-Resolution Range Profile (HRRP) is a crucial radar signal processing technique widely employed in Radar Automatic Target Recognition (RATR). However, recognizing unknown targets under open-set conditions remains a significant challenge for HRRP ...
Maoyin Chen, Huaixin Chen
semanticscholar +1 more source
PFDE-DCN: A Lightweight Class Incremental Learning Method for Radar HRRP Recognition
IEEE Sensors JournalDeep neural networks have been widely used in the field of high-resolution range profile (HRRP) radar automatic target recognition (RATR) and have achieved promising results.
Zilin Li +5 more
semanticscholar +1 more source
Radar HRRP Open Set Recognition Using Hierarchical Prototype Learning
2024 International Radar Conference (RADAR)High-resolution range profiles (HRRP) are increasingly employed in radar automatic target recognition (RATR). In practical applications of RATR, the environment is open and dynamic, and the recognition model is likely to encounter targets of unseen ...
Yichen Liu +7 more
semanticscholar +1 more source
Missing Modality Completion for Multi Frequency Radar HRRP Recognition Using GAN
2024 IEEE International Conference on Signal, Information and Data Processing (ICSIDP)High-resolution range profile (HRRP) is one of the commonly used methods in radar automatic target recognition (RATR). Recently, obtaining HRRP under different modalities, such as frequency and polarization, to improve the RATR performance has become an ...
Qiang Zhou +6 more
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Open Set Radar HRRP Recognition Using Confidence through Neural Weight Proximity
2024 IEEE International Conference on Signal, Information and Data Processing (ICSIDP)High-resolution range profiles (HRRP) have become increasingly important in radar automatic target recognition (RATR) due to their ability to capture detailed structural features of targets.
Yichen Liu +5 more
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Radar Automatic Target Recognition Based on Complex High-Resolution Range Profiles
2006 CIE International Conference on Radar, 2006L. Du, Hongwei Liu, Z. Bao
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Radar automatic target recognition using complex high-resolution range profiles
, 2007L. Du, Hongchao Liu, Z. Bao, Jun Zhang
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Hybrid Inference Network for Few-Shot SAR Automatic Target Recognition
IEEE Transactions on Geoscience and Remote Sensing, 2021Xueru Bai, Chen Gong, Feng Zhou
exaly
Fuzzy whale optimisation algorithm: a new hybrid approach for automatic sonar target recognition
Journal of Experimental and Theoretical Artificial Intelligence, 2023Abbas Saffari +2 more
exaly
Radar automatic target recognition based on feature extraction for complex HRRP
Science in China Series F: Information Sciences, 2008L. Du +3 more
semanticscholar +1 more source

