J Li, Z Yu, L Yu, P Cheng, J Chen, C Chi - Remote Sensing, 2023 - mdpi.com
Due to the advantages of Synthetic Aperture Radar (SAR), the study of Automatic Target Recognition (ATR) has become a hot topic. Deep learning, especially in the case of a …
X Sun, Y Lv, Z Wang, K Fu - IEEE Transactions on Geoscience …, 2022 - ieeexplore.ieee.org
Recently, deep learning in synthetic aperture radar (SAR) automatic target recognition (ATR) has made significant progress, but the sample limitation problem in the SAR field is still …
M Zhang, J An, LD Yang, L Wu… - IEEE geoscience and …, 2020 - ieeexplore.ieee.org
Synthetic aperture radar automatic target recognition (SAR ATR) is a key technique of remote-sensing image recognition, which has many potential applications in the fields of …
Q Xiang, X Wang, J Lai, L Lei, Y Song, J He… - Expert Systems with …, 2024 - Elsevier
Radar high-resolution range profile (HRRP) plays a crucial role in ballistic target recognition due to its simplicity and fast computation. Convolutional neural networks (CNNs), a popular …
P Lang, X Fu, M Martorella, J Dong, R Qin… - arXiv preprint arXiv …, 2020 - arxiv.org
Modern radar systems have high requirements in terms of accuracy, robustness and real- time capability when operating on increasingly complex electromagnetic environments …
H Zheng, Z Hu, L Yang, A Xu, M Zheng… - … on Geoscience and …, 2023 - ieeexplore.ieee.org
Multifeature synthetic aperture radar (SAR) ship classification aims to build models that can process, correlate, and fuse information from both handcrafted and deep features. Although …
H Zheng, Z Hu, J Liu, Y Huang… - IEEE Geoscience and …, 2022 - ieeexplore.ieee.org
Current synthetic aperture radar (SAR) ship classification research mainly focuses on modifying deep convolutional neural networks (DCNNs) and injecting manual features on …
P Lang, X Fu, C Feng, J Dong, R Qin… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Deep-learning-based synthetic aperture radar automatic target recognition (SAR-ATR) plays a significant role in the military and civilian fields. However, data limitation and large …